diff --git a/.gitignore b/.gitignore
index feb9a10..54ee255 100644
--- a/.gitignore
+++ b/.gitignore
@@ -35,3 +35,6 @@ __pycache__/
 
 # Other project-specific files
 .DS_Store
+.vscode
+output.csv
+results.csv
\ No newline at end of file
diff --git a/README.md b/README.md
index a900c8e..f13549c 100644
--- a/README.md
+++ b/README.md
@@ -14,7 +14,7 @@ See [docs/design.md](./docs/design.md) for a discussion of the package's design.
 
 To set up a Python development environment for `crcsim`:
 
-1. Create a Python virtual environment based on Python 3.6. (Currently, support is limited to Python 3.6, because that is the version installed on the RTI Cluster, which is where we expect to deploy and run the experiments.)
+1. Create a Python virtual environment based on Python 3.11.
 1. Activate the virtual environment.
 1. Install development dependencies with `pip install -r requirements.txt`.
 1. Install `crcsim` with `pip install -e .`. The `-e` option specifies "development" mode, meaning that any changes you make to the code are recognized immediately without having to reinstall the package.
@@ -25,7 +25,7 @@ Note that although a Docker setup is provided, it's designed to be used only for
 
 **TODO: since open sourcing the model, only formatting and linting tests run in CI. We need to start running unit tests too.**
 
-Tests are run automatically as part of GitHub's continuous integration process using Docker. However, you can also run them locally with `./run_tests.sh`, or you can mimic the CI process by running them in Docker with:
+Testsa are run automatically as part of GitHub's continuous integration process using Docker. However, you can also run them locally with `./run_tests.sh`, or you can mimic the CI process by running them in Docker with:
 
  ```
 $ docker-compose build
diff --git a/crcsim/analysis.py b/crcsim/analysis.py
index 4c24529..4a55fc4 100644
--- a/crcsim/analysis.py
+++ b/crcsim/analysis.py
@@ -679,7 +679,7 @@ def summarize(self):
         stage_counts = clinical_detections.new_state.value_counts()
         stage_counts.index = stage_counts.index.str.replace("CLINICAL_", "").str.lower()
         onset_distrib = stage_counts / len(clinical_detections)
-        for stage, value in onset_distrib.iteritems():
+        for stage, value in onset_distrib.items():
             replication_output_row[f"crc_onset_proportion_{stage}"] = value
 
         # Among all individuals who died from CRC, mean time between the onset of CRC
@@ -779,7 +779,7 @@ def compute_status_arrays(self):
                     f"Unexpected: more than one death event for person {p}"
                 )
             else:
-                death_age = int(death.time)
+                death_age = int(death.time.iloc[0])
 
             alive = np.arange(max_age + 1)
             alive = np.where(alive > death_age, 0, 1)
@@ -906,11 +906,11 @@ def compute_status_arrays(self):
                         f"Unexpected: more than one clinical onset event for person {p}"
                     )
                 # Clinical onset overall
-                clinical_detection_age = int(clinical_detection.time)
+                clinical_detection_age = int(clinical_detection.time.iloc[0])
                 clinical_onset[clinical_detection_age] = 1
                 # Five-year survival overall
-                clinical_detection_age_decimal = float(clinical_detection.time)
-                death_age_decimal = float(death.time)
+                clinical_detection_age_decimal = float(clinical_detection.time.iloc[0])
+                death_age_decimal = float(death.time.iloc[0])
                 crc_onset_to_death = death_age_decimal - clinical_detection_age_decimal
                 if crc_onset_to_death > 5:
                     five_year_survival[clinical_detection_age] = 1
diff --git a/crcsim/experiment/Dockerfile b/crcsim/experiment/Dockerfile
new file mode 100644
index 0000000..63d2abf
--- /dev/null
+++ b/crcsim/experiment/Dockerfile
@@ -0,0 +1,16 @@
+FROM python:3.11.6-bullseye
+
+WORKDIR /code
+
+# First install the package dependencies. By copying only requirements.txt into
+# the image beforehand, Docker will re-run this step only when requirements.txt
+# changes.
+COPY ./requirements.txt ./
+RUN pip install --upgrade pip \
+    && pip install -r requirements.txt
+
+# Copy the rest of the experiment files. 
+COPY ./ /code
+
+# Declare the directory with experiment files as a volume
+VOLUME /code
\ No newline at end of file
diff --git a/crcsim/experiment/README.md b/crcsim/experiment/README.md
new file mode 100644
index 0000000..75de332
--- /dev/null
+++ b/crcsim/experiment/README.md
@@ -0,0 +1,134 @@
+# Replication of the CRCCP intervention scenarios
+
+This experiment is a replication of the CRCCP compliance intervention experiment, which was conducted prior to open-sourcing the model and making some changes to the AWS infrastructure. We are replicating this experiment to ensure continuity after those changes.
+
+The CRCCP compliance intervention experiment examines the cost-effectiveness of interventions designed to improve compliance with routine screening.
+
+The experiment is designed around 8 health centers (labeled FHQC1-FHQC8), each having its own baseline compliance rate, intervention cost, and post-intervention compliance rate.
+
+We don't model the intervention explicitly. In other words, we didn't add any code to the model to implement the intervention. Instead, we model the intervention by assuming it leads to a change in the compliance rate, and so we run a pair of simulations: one using the baseline compliance rate and another using the post-intervention compliance rate. Any differences in outcomes can therefore be attributed to the intervention.
+## Scenarios
+
+Includes 2 scenarios per health center: one baseline scenario and one intervention scenario. The baseline scenarios are based on real data and the intervention scenarios include a hypothetical increase in screening compliance rates.
+
+All scenarios use an Incidence Rate Ratio (IRR) of 1.19. This is implemented by multiplying the calibrated value of `lesion_risk_alpha` (0.47) by 1.19.
+
+The scenarios are created by `prepare.py`. This script reads a set of base parameters defined in `crcsim/experiment/parameters.json`, modifies them to create the scenarios, and saves them in a directory structure that will eventually be copied to AWS.
+
+## Defining new experiments
+
+To use this code as the basis for a new experiment, you should edit the following:
+
+- [./prepare.py](./prepare.py) - Change the scenarios to run and the associated parameter transformations.
+- [./simulate.py](./simulate.py) - Change the AWS batch objects and parameters.
+- [./run_iteration.sh](./run_iteration.sh) - Change the s3 bucket name, or if the experiment is substantially different, the series of commands each run entails.
+- [./summarize.py](./summarize.py) - You may want to change the derived variables that are added to the model results.
+- [./parameters.json](./parameters.json) - You may want to edit the base parameter values.
+
+## Running the experiment on AWS
+
+### Test runs
+
+If you want to conduct a test run of the experiment, consider reducing the number of iterations in Step 3 and/or using a smaller population size in Step 5. You could also comment out some FQHCs in the `initial_compliance` dict in the `create_scenarios` function in `prepare.py`.
+### 1. Setup
+
+1. Clone this repo to your local machine
+1. Set your working directory to `./simulator/crcsim/experiment`
+1. Create and activate a Python 3.11 virtual environment
+1. Install dependencies with `pip install -r requirements.txt`
+
+### 2. (Optional) Build and Push Image
+
+Unless you've made changes to files that will affect simulation runs, this step is not necessary, since the `crcsim` image has already been uploaded to ECR. If you've changed anything in `run_iteration.sh`, `requirements.txt`, etc., you will need to rebuild and push the image.
+
+Run `bash deploy_to_aws.sh` to run a series of commands which build the image locally from the Dockerfile in this repo and push it to ECR.
+
+### 3. Prepare the Experiment Files
+
+The script `prepare.py` prepares the `scenarios/` directory, the parameter files that define each scenario, and the `seeds.txt` file that defines the seeds used for multiple iterations of each scenario. 
+
+Running this script with all default arguments will replicate the seed and number of iterations of this experiment's original run. You can vary the seed by editing the script, and you can vary the number of iterations with a command line argument, e.g. `prepare.py --n=10`. 
+
+### 4. Upload the Experiment Files to S3
+
+The subdirectories and files in `scenarios/` must be uploaded to AWS S3 for the Docker containers running Batch jobs to access them. *(Note: it would be possible to avoid this step because `scenarios/` is in the build context, but we chose to rely on S3 so the Docker image does not have to be rebuilt every time `prepare.py` is run.)*
+
+To upload the files to S3, run
+```
+aws s3 cp ./scenarios s3://crcsim-exp-crccp-sensitivity01/scenarios --recursive
+```
+*(Another note: this manual step is necessary because `boto3` does not include functionality to upload a directory to S3 recursively. Future experiments could improve this workflow by writing a function to upload the directory recursively in `prepare.py`. Or submit a patch to resolve https://github.com/boto/boto3/issues/358)*
+
+### 5. Launch the Jobs
+
+The script `simulate.py` uses boto3 to launch jobs in AWS Batch. It relies on the structure of `scenarios/` generated by `prepare.py` to determine the jobs to launch and their parameters.
+
+By default, each run uses a population size of 100,000 as with other experiments/batches. You can us the `n_people` argument to vary this parameter. For example, launch the jobs with a population size of 1,000 with the command `python simulate.py --n_people=1000`.
+
+After launching, you can view job status and CloudWatch logs for individual jobs in the Batch console.
+
+### 6. Check for Errors
+
+Check the Batch console to see if any of the jobs failed. It is normal for a handful to fail due to Spot availability. Check the logs if you're concerned. If more than a few jobs failed, you may have a more serious issue. Use the CloudWatch logs to diagnose.
+
+If you have only a few failed jobs and the reason looks innocuous, the easiest solution is to rerun the jobs manually via the Batch console.
+
+### 6. Analyze the Results
+
+Once all jobs have completed, run `summarize.py` to analyze the combined results of the model runs. This script uses pandas and s3fs to read and write files directly from S3 without saving them to your local machine. Like `simulate.py`, `summarize.py` relies on the structure of `scenarios/` to determine the files it fetches from S3.
+
+This step generates `summary/` and its contents:
+- `combined.csv` has one row per model run
+- `summarized.xlsx` includes summary statistics for each scenario. Scenarios are separated into three sheets, one for each sensitivity test.
+
+## AWS Architecture
+
+The architecture relies on four AWS services - Batch, CloudWatch, Elastic Container Registry (ECR), and S3. The role of each service is as follows.
+
+- Batch: high-level interface to launch Elastic Container Service (ECS) jobs
+- CloudWatch: logging service to view logs for Batch jobs
+- ECR: store Docker container used to run jobs
+- S3: store output files generated by jobs 
+
+Most of the AWS architecture was built via the AWS Console. As such, there is not a script available to replicate the setup steps. This section outlines those steps.
+
+**Important:** all AWS resources should be tagged following CDS protocols. For this project, all resources were tagged as follows.
+
+- project-name: crcsim
+- project-number: 0216648.001.001
+- responsible-person: apreiss@rti.org
+
+### S3
+
+We used the S3 console to create the `crcsim-exp-template` bucket to store output files generated by simulation jobs.
+
+### IAM
+
+We used the IAM console to create the `crcsim-s3-access` IAM role. This IAM role has the `AmazonS3FullAccess` policy attached, which allows a service with this role to read and write to S3. 
+
+### Batch
+
+We created the following Batch objects:
+
+- Compute environment: `crcsim` using the FARGATE_SPOT provisioning model
+- Job queue: `crcsim`
+- Job definition: `crcsim`. Executes the following command in the `crcsim:latest` image. 
+```
+["./run_iteration.sh","Ref::npeople","Ref::iteration","Ref::seed","Ref::scenario"]
+```
+- Important job definition properties:
+    - The `Ref::<name>` placeholders in the command define parameters. We vary these parameters across jobs.
+    - Job role ARN allows us to add the `crcsim-s3-access` IAM role which gives jobs access to S3.
+    - Enabling tag propagation passes the job's tags on to the underlying ECS resources. This is important to ensure costs are billed to the project.
+
+Note that most of these resources were named `crcsim` rather than something like `crcsim-exp-template`. We expect that we will be able to use the same objects across experiments, since their structure is not specific to this experiment.
+### CloudWatch
+
+AWS Batch automatically sends log streams from jobs to AWS CloudWatch. Some logging info is viewable from within Batch by opening a job. However, the added detail of the complete logs may be useful, particularly for debugging. To view Batch logs in CloudWatch:
+1. Navigate to the [CloudWatch console](https://console.aws.amazon.com/cloudwatch/)
+1. Open `Log groups` and the `/aws/batch/job` log group
+1. Find the log stream for the job of interest.
+
+### ECR
+
+Pushing the Docker image to ECR is the only step of the architecture setup that was NOT completed via the AWS Console. The script `deploy_to_aws.sh` contains all commands necessary to build the `crcsim` Docker image and upload it to ECR.
diff --git a/crcsim/experiment/cohort.csv b/crcsim/experiment/cohort.csv
new file mode 100644
index 0000000..bdd8d13
--- /dev/null
+++ b/crcsim/experiment/cohort.csv
@@ -0,0 +1,100001 @@
+id,sex,race_ethnicity
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+2,female,black_non_hispanic
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+99999,female,hispanic
+100000,female,white_non_hispanic
\ No newline at end of file
diff --git a/crcsim/experiment/deploy_to_aws.sh b/crcsim/experiment/deploy_to_aws.sh
new file mode 100644
index 0000000..794a8fd
--- /dev/null
+++ b/crcsim/experiment/deploy_to_aws.sh
@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+
+docker buildx build --platform linux/amd64 -t crcsim . &&
+
+aws ecr get-login-password --region us-east-2 | docker login --username AWS --password-stdin 547883312134.dkr.ecr.us-east-2.amazonaws.com &&
+
+docker tag crcsim:latest 547883312134.dkr.ecr.us-east-2.amazonaws.com/crcsim:latest &&
+
+docker push 547883312134.dkr.ecr.us-east-2.amazonaws.com/crcsim:latest
\ No newline at end of file
diff --git a/crcsim/experiment/parameters.json b/crcsim/experiment/parameters.json
new file mode 100644
index 0000000..4a49ac3
--- /dev/null
+++ b/crcsim/experiment/parameters.json
@@ -0,0 +1,125 @@
+{
+
+  "max_age": 100,
+
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages":    [     0,     65,    100],
+  "value_life_year_dollars": [217000, 547000, 547000],
+
+  "duration_screen_skip_testing": 5,
+
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+
+  "surveillance_end_age": 85,
+
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 1.0,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+
+  "lesion_risk_alpha": 0.5593,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages":  [     0,    20,    30,    40,    45,    50,    55,    60,    65,    70,    75,    85,   100 ],
+  "lesion_incidence_rates": [ 0.000, 0.002, 0.002, 0.015, 0.020, 0.025, 0.027, 0.027, 0.027, 0.014, 0.011, 0.011, 0.011 ],
+
+  "tests": {
+    "FIT": {
+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant":     [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0 ],
+      "compliance_rate_given_not_prev_compliant": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ]
+    },
+    "Colonoscopy": {
+      "proportion": 0.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 10,
+      "specificity": 0.86,
+      "sensitivity_polyp1": 0.75,
+      "sensitivity_polyp2": 0.85,
+      "sensitivity_polyp3": 0.95,
+      "sensitivity_cancer": 0.95,
+      "cost": 700,
+      "proportion_perforation": 0.001,
+      "cost_perforation": 6487,
+      "compliance_rate_given_prev_compliant":     [ 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0 ],
+      "compliance_rate_given_not_prev_compliant": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ]
+    }
+  },
+  "routine_tests": [ "FIT", "Colonoscopy" ],
+  "diagnostic_test": "Colonoscopy",
+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 0.00002,
+
+  "cost_discount_age": 50,
+  "cost_discount_rate": 0.03,
+  "lifespan_discount_age": 50,
+  "lifespan_discount_rate": 0.03,
+
+  "death_rate_black_female_ages":  [        0,        1,        2,        3,        4,        5,        6,        7,        8,        9,       10,       11,       12,       13,       14,       15,       16,       17,       18,       19,       20,       21,       22,       23,       24,       25,       26,       27,       28,       29,       30,       31,       32,       33,       34,       35,       36,       37,       38,       39,       40,       41,       42,       43,       44,       45,       46,       47,       48,       49,       50,       51,       52,       53,       54,       55,       56,       57,       58,       59,       60,       61,       62,       63,       64,       65,       66,       67,       68,       69,       70,       71,       72,       73,       74,       75,       76,       77,       78,       79,       80,       81,       82,       83,       84,       85,       86,       87,       88,       89,       90,       91,       92,       93,       94,       95,       96,       97,       98,       99,      100 ],
+  "death_rate_black_female_rates": [ 0.009674, 0.000588, 0.000355, 0.000214, 0.000248, 0.000197, 0.000171, 0.000151, 0.000139, 0.000133, 0.000133, 0.000140, 0.000154, 0.000174, 0.000201, 0.000231, 0.000267, 0.000313, 0.000372, 0.000438, 0.000508, 0.000576, 0.000637, 0.000688, 0.000731, 0.000772, 0.000815, 0.000859, 0.000908, 0.000965, 0.001030, 0.001105, 0.001186, 0.001269, 0.001353, 0.001440, 0.001536, 0.001637, 0.001750, 0.001880, 0.002033, 0.002206, 0.002383, 0.002553, 0.002721, 0.002895, 0.003099, 0.003347, 0.003655, 0.004018, 0.004400, 0.004802, 0.005266, 0.005797, 0.006375, 0.006974, 0.007576, 0.008184, 0.008803, 0.009446, 0.010126, 0.010845, 0.011602, 0.012397, 0.013231, 0.014149, 0.015137, 0.016142, 0.017121, 0.018187, 0.019264, 0.020677, 0.022638, 0.024656, 0.026985, 0.029625, 0.032101, 0.035679, 0.039136, 0.042432, 0.047008, 0.051308, 0.055972, 0.061447, 0.067875, 0.073825, 0.081779, 0.090536, 0.100072, 0.110418, 0.121605, 0.133654, 0.146574, 0.160368, 0.175024, 0.190515, 0.206800, 0.223822, 0.241511, 0.259776, 1.000000 ],
+  "death_rate_black_male_ages":    [        0,        1,        2,        3,        4,        5,        6,        7,        8,        9,       10,       11,       12,       13,       14,       15,       16,       17,       18,       19,       20,       21,       22,       23,       24,       25,       26,       27,       28,       29,       30,       31,       32,       33,       34,       35,       36,       37,       38,       39,       40,       41,       42,       43,       44,       45,       46,       47,       48,       49,       50,       51,       52,       53,       54,       55,       56,       57,       58,       59,       60,       61,       62,       63,       64,       65,       66,       67,       68,       69,       70,       71,       72,       73,       74,       75,       76,       77,       78,       79,       80,       81,       82,       83,       84,       85,       86,       87,       88,       89,       90,       91,       92,       93,       94,       95,       96,       97,       98,       99,      100 ],
+  "death_rate_black_male_rates":   [ 0.011882, 0.000622, 0.000406, 0.000347, 0.000231, 0.000231, 0.000211, 0.000192, 0.000169, 0.000142, 0.000125, 0.000140, 0.000211, 0.000352, 0.000546, 0.000757, 0.000965, 0.001172, 0.001370, 0.001554, 0.001736, 0.001909, 0.002051, 0.002154, 0.002225, 0.002287, 0.002346, 0.002397, 0.002444, 0.002494, 0.002543, 0.002598, 0.002675, 0.002779, 0.002899, 0.003034, 0.003172, 0.003292, 0.003391, 0.003483, 0.003593, 0.003742, 0.003932, 0.004165, 0.004434, 0.004731, 0.005061, 0.005438, 0.005874, 0.006376, 0.006905, 0.007485, 0.008192, 0.009050, 0.010020, 0.011026, 0.012041, 0.013122, 0.014298, 0.015581, 0.016979, 0.018443, 0.019920, 0.021354, 0.022760, 0.024279, 0.025931, 0.027551, 0.029041, 0.030501, 0.031843, 0.034142, 0.036113, 0.039043, 0.041873, 0.044907, 0.048772, 0.052158, 0.057218, 0.062038, 0.066654, 0.072113, 0.079691, 0.087605, 0.094030, 0.100906, 0.110227, 0.120226, 0.130918, 0.142314, 0.154416, 0.167219, 0.180709, 0.194863, 0.209647, 0.225017, 0.240921, 0.257294, 0.274063, 0.291147, 1.000000 ],
+  "death_rate_white_female_ages":  [        0,        1,        2,        3,        4,        5,        6,        7,        8,        9,       10,       11,       12,       13,       14,       15,       16,       17,       18,       19,       20,       21,       22,       23,       24,       25,       26,       27,       28,       29,       30,       31,       32,       33,       34,       35,       36,       37,       38,       39,       40,       41,       42,       43,       44,       45,       46,       47,       48,       49,       50,       51,       52,       53,       54,       55,       56,       57,       58,       59,       60,       61,       62,       63,       64,       65,       66,       67,       68,       69,       70,       71,       72,       73,       74,       75,       76,       77,       78,       79,       80,       81,       82,       83,       84,       85,       86,       87,       88,       89,       90,       91,       92,       93,       94,       95,       96,       97,       98,       99,      100 ],
+  "death_rate_white_female_rates": [ 0.004376, 0.000296, 0.000180, 0.000151, 0.000116, 0.000112, 0.000102, 0.000095, 0.000089, 0.000085, 0.000085, 0.000090, 0.000106, 0.000134, 0.000170, 0.000212, 0.000255, 0.000298, 0.000339, 0.000379, 0.000420, 0.000464, 0.000504, 0.000542, 0.000576, 0.000609, 0.000643, 0.000682, 0.000728, 0.000781, 0.000839, 0.000898, 0.000953, 0.001000, 0.001043, 0.001089, 0.001143, 0.001197, 0.001252, 0.001313, 0.001388, 0.001480, 0.001589, 0.001709, 0.001840, 0.001979, 0.002133, 0.002311, 0.002520, 0.002762, 0.003018, 0.003292, 0.003600, 0.003941, 0.004301, 0.004674, 0.005050, 0.005425, 0.005806, 0.006206, 0.006644, 0.007124, 0.007647, 0.008217, 0.008842, 0.009515, 0.010293, 0.011188, 0.012280, 0.013537, 0.014827, 0.016570, 0.018235, 0.020046, 0.021938, 0.024382, 0.027026, 0.029965, 0.033566, 0.037224, 0.041748, 0.046426, 0.052066, 0.059213, 0.066359, 0.073798, 0.081793, 0.092586, 0.104549, 0.117741, 0.132206, 0.147969, 0.165031, 0.183365, 0.202911, 0.223578, 0.245236, 0.267725, 0.290853, 0.314404, 1.000000 ],
+  "death_rate_white_male_ages":    [        0,        1,        2,        3,        4,        5,        6,        7,        8,        9,       10,       11,       12,       13,       14,       15,       16,       17,       18,       19,       20,       21,       22,       23,       24,       25,       26,       27,       28,       29,       30,       31,       32,       33,       34,       35,       36,       37,       38,       39,       40,       41,       42,       43,       44,       45,       46,       47,       48,       49,       50,       51,       52,       53,       54,       55,       56,       57,       58,       59,       60,       61,       62,       63,       64,       65,       66,       67,       68,       69,       70,       71,       72,       73,       74,       75,       76,       77,       78,       79,       80,       81,       82,       83,       84,       85,       86,       87,       88,       89,       90,       91,       92,       93,       94,       95,       96,       97,       98,       99,      100 ],
+  "death_rate_white_male_rates":   [ 0.005273, 0.000389, 0.000273, 0.000199, 0.000147, 0.000143, 0.000126, 0.000112, 0.000100, 0.000091, 0.000090, 0.000105, 0.000145, 0.000215, 0.000309, 0.000412, 0.000520, 0.000642, 0.000778, 0.000921, 0.001068, 0.001209, 0.001330, 0.001424, 0.001497, 0.001561, 0.001624, 0.001682, 0.001737, 0.001792, 0.001847, 0.001900, 0.001952, 0.002003, 0.002053, 0.002111, 0.002174, 0.002233, 0.002285, 0.002340, 0.002413, 0.002516, 0.002649, 0.002811, 0.002999, 0.003203, 0.003433, 0.003709, 0.004047, 0.004445, 0.004874, 0.005331, 0.005844, 0.006408, 0.007003, 0.007607, 0.008219, 0.008857, 0.009542, 0.010285, 0.011098, 0.011952, 0.012814, 0.013657, 0.014502, 0.015384, 0.016444, 0.017624, 0.018968, 0.020586, 0.022109, 0.024359, 0.026347, 0.028810, 0.031309, 0.034486, 0.038026, 0.042286, 0.046547, 0.051534, 0.057008, 0.062923, 0.069911, 0.078099, 0.086754, 0.096549, 0.106472, 0.119677, 0.134128, 0.149846, 0.166829, 0.185047, 0.204441, 0.224919, 0.246354, 0.268590, 0.291442, 0.314700, 0.338142, 0.361537, 1.000000 ],
+
+  "us_age_distribution_rates": [ 0.01237, 0.01236, 0.01234, 0.01231, 0.01208, 0.01214, 0.01213, 0.01209, 0.01211, 0.01225, 0.01225, 0.01225, 0.01264, 0.01270, 0.01260, 0.01257, 0.01262, 0.01257, 0.01257, 0.01293, 0.01318, 0.01304, 0.01310, 0.01319, 0.01332, 0.01362, 0.01389, 0.01409, 0.01443, 0.01466, 0.01460, 0.01401, 0.01366, 0.01340, 0.01342, 0.01348, 0.01304, 0.01320, 0.01317, 0.01301, 0.01323, 0.01241, 0.01214, 0.01200, 0.01164, 0.01197, 0.01159, 0.01174, 0.01224, 0.01290, 0.01303, 0.01232, 0.01204, 0.01203, 0.01223, 0.01294, 0.01315, 0.01311, 0.01306, 0.01319, 0.01326, 0.01278, 0.01266, 0.01248, 0.01198, 0.01183, 0.01129, 0.01081, 0.01033, 0.00995, 0.00965, 0.00930, 0.00912, 0.00941, 0.00689, 0.00671, 0.00645, 0.00649, 0.00557, 0.00499, 0.00462, 0.00424, 0.00395, 0.00352, 0.00324, 0.00298, 0.00255, 0.00234, 0.00211, 0.00188, 0.00168, 0.00140, 0.00120, 0.00099, 0.00079, 0.00064, 0.00049, 0.00036, 0.00027, 0.00019, 0.00028 ]
+}
\ No newline at end of file
diff --git a/crcsim/experiment/prepare.py b/crcsim/experiment/prepare.py
new file mode 100644
index 0000000..6158205
--- /dev/null
+++ b/crcsim/experiment/prepare.py
@@ -0,0 +1,248 @@
+import json
+import random
+from pathlib import Path
+from typing import Callable, Dict, List, Optional
+from copy import deepcopy
+
+import fire
+
+SEED: int = 49865106
+NUM_ITERATIONS: int = 100
+
+
+class Scenario:
+    def __init__(self, name: str, params: Dict):
+        self.name = name
+        self.params = params
+
+    def transform(self, transformer: Callable) -> "Scenario":
+        transformer(self.params)
+        return self
+
+
+def prepare_experiment_dir(
+    scenarios: List[Scenario],
+    num_iterations: int,
+    rng: random.Random,
+) -> None:
+    """
+    Create a directory hierarchy and the supporting files needed for running
+    the experiment.
+
+    A directory named `./scenarios` will be created. Inside this directory, one
+    subdirectory per scenario will be created. Within each scenario subdirectory,
+    a parameters input file named "params.json" will be created.
+
+    In addition, a text file of seeds (seeds.txt) will be created in the ./scenarios
+    directory. This file will contain a random seed for each iteration. For example,
+    if num_iterations=100, seeds.txt will contain 100 seeds, one per row.
+
+    For example, suppose `num_iterations=2`, and there are three scenarios named
+    "base", "intervention1", and "intervention2". Then the resulting directory
+    hierarchy would look like this:
+
+        scenarios/
+            base/
+                params.json
+            intervention1/
+                params.json
+            intervention2/
+                params.json
+            seeds.txt (will contain 2 lines, one seed per line)
+    """
+
+    scenarios_dir = Path("./scenarios")
+    if scenarios_dir.exists():
+        prompt = "Scenarios directory already exists. Do you want to continue? [y/n] "
+        if input(prompt) != "y":
+            print("Cancelling scenario directory preparation.")
+            return
+
+    for scenario in scenarios:
+        scenario_dir = scenarios_dir / scenario.name
+        scenario_dir.mkdir(exist_ok=True, parents=True)
+
+        scenario_params_file = scenario_dir / "params.json"
+        with open(scenario_params_file, mode="w") as f:
+            json.dump(obj=scenario.params, fp=f, indent=2)
+
+    seeds = [rng.randint(1, 2**31 - 1) for _ in range(num_iterations)]
+    seeds_file = scenarios_dir / "seeds.txt"
+    with open(seeds_file, mode="w") as f:
+        for seed in seeds:
+            f.write(str(seed))
+            f.write("\n")
+
+
+def get_default_params() -> Dict:
+    with open("parameters.json") as f:
+        params = json.load(f)
+    return params
+
+
+def transform_initial_compliance(rate) -> Callable:
+    def transform(params):
+        params["initial_compliance_rate"] = rate
+
+    return transform
+
+
+def transform_treatment_cost(stage: str, phase: str, value: int) -> Callable:
+    def transform(params):
+        params[f"cost_treatment_stage{stage}_{phase}"] = value
+
+    return transform
+
+
+def transform_repeat_compliance(rate: float, test: str) -> Callable:
+    def transform(params):
+        params["tests"][test]["compliance_rate_given_prev_compliant"] = [
+            rate for _ in params["tests"][test]["compliance_rate_given_prev_compliant"]
+        ]
+
+    return transform
+
+
+def transform_diagnostic_compliance(rate) -> Callable:
+    def transform(params):
+        params["diagnostic_compliance_rate"] = rate
+
+    return transform
+
+
+def transform_surveillance_frequency(stage: str, frequency: int) -> Callable:
+    def transform(params):
+        params[f"surveillance_freq_{stage}"] = frequency
+
+    return transform
+
+
+def transform_surveillance_end_age(age: int) -> Callable:
+    def transform(params):
+        params["surveillance_end_age"] = age
+
+    return transform
+
+
+def create_scenarios() -> List:
+    # For each health center, define the initial compliance rate in the baseline
+    # scenario and the implementation scenario.
+    initial_compliance = {
+        "fqhc1": (0.522, 0.593),
+        "fqhc2": (0.154, 0.421),
+        "fqhc3": (0.519, 0.615),
+        "fqhc4": (0.278, 0.374),
+        "fqhc5": (0.383, 0.572),
+        "fqhc6": (0.211, 0.392),
+        "fqhc7": (0.257, 0.354),
+        "fqhc8": (0.190, 0.390),
+    }
+    low_initial_stage_3_treatment_cost = 67_300
+    low_initial_stage_4_treatment_cost = 97_931
+    low_diagnostic_compliance_rate = 0.525
+    lower_repeat_compliance = 0.8
+    low_surveillance_freq_mild = 10
+    low_surveillance_freq_severe = 2
+    low_surveillance_end_age = 80
+    scenarios = []
+
+    for fqhc, rates in initial_compliance.items():
+        baseline = Scenario(
+            name=f"{fqhc}_baseline", params=get_default_params()
+        ).transform(transform_initial_compliance(rates[0]))
+        scenarios.append(baseline)
+
+        implementation = Scenario(
+            name=f"{fqhc}_implementation", params=get_default_params()
+        ).transform(transform_initial_compliance(rates[1]))
+        scenarios.append(implementation)
+
+        # Sensitivity Analysis 1.  Lower repeat compliance (note that the baseline runs stay the same)
+
+        test_name = "FIT"
+        implementation_lower_repeat_compliance = deepcopy(implementation)
+        implementation_lower_repeat_compliance.transform(
+            transform_repeat_compliance(lower_repeat_compliance, test_name)
+        )
+        implementation_lower_repeat_compliance.name = (
+            f"{fqhc}_implementation_lower_repeat_compliance"
+        )
+        scenarios.append(implementation_lower_repeat_compliance)
+
+        # Sensitivity analysis 2. Lower cost for stage III and stage IV initial phase
+        baseline_low_cost = deepcopy(baseline)
+        baseline_low_cost.transform(
+            transform_treatment_cost("3", "initial", low_initial_stage_3_treatment_cost)
+        ).transform(
+            transform_treatment_cost("4", "initial", low_initial_stage_4_treatment_cost)
+        )
+        baseline_low_cost.name = f"{fqhc}_baseline_low_initial_treat_cost"
+        scenarios.append(baseline_low_cost)
+
+        implementation_low_cost = deepcopy(implementation)
+        implementation_low_cost.transform(
+            transform_treatment_cost("3", "initial", low_initial_stage_3_treatment_cost)
+        ).transform(
+            transform_treatment_cost("4", "initial", low_initial_stage_4_treatment_cost)
+        )
+        implementation_low_cost.name = f"{fqhc}_implementation_low_initial_treat_cost"
+        scenarios.append(implementation_low_cost)
+
+        # Sensitivity analysis 3. Lower compliance with diagnostic colonoscopy
+        baseline_lower_compliance = deepcopy(baseline)
+        baseline_lower_compliance.transform(
+            transform_diagnostic_compliance(low_diagnostic_compliance_rate)
+        )
+        baseline_lower_compliance.name = f"{fqhc}_baseline_lower_diagnostic_compliance"
+        scenarios.append(baseline_lower_compliance)
+
+        implementation_lower_compliance = deepcopy(implementation)
+        implementation_lower_compliance.transform(
+            transform_diagnostic_compliance(low_diagnostic_compliance_rate)
+        )
+        implementation_lower_compliance.name = (
+            f"{fqhc}_implementation_lower_diagnostic_compliance"
+        )
+        scenarios.append(implementation_lower_compliance)
+
+        # TODO: Sensitivity analysis 4. Lower surveillance frequency and end age.
+
+        baseline_lower_surveillance = deepcopy(baseline)
+        baseline_lower_surveillance.transform(
+            transform_surveillance_frequency("polyp_mild", low_surveillance_freq_mild)
+        ).transform(
+            transform_surveillance_frequency("polyp_severe", low_surveillance_freq_severe)
+        ).transform(
+            transform_surveillance_end_age(low_surveillance_end_age)
+        )
+        baseline_lower_surveillance.name = f"{fqhc}_baseline_lower_surveillance"
+        scenarios.append(baseline_lower_surveillance)
+
+        implementation_lower_surveillance = deepcopy(implementation)
+        implementation_lower_surveillance.transform(
+            transform_surveillance_frequency("polyp_mild", low_surveillance_freq_mild)
+        ).transform(
+            transform_surveillance_frequency("polyp_severe", low_surveillance_freq_severe)
+        ).transform(
+            transform_surveillance_end_age(low_surveillance_end_age)
+        )
+        implementation_lower_surveillance.name = f"{fqhc}_implementation_lower_surveillance"
+        scenarios.append(implementation_lower_surveillance)
+
+
+    return scenarios
+
+
+def run(n: Optional[int] = None) -> None:
+    if n is None:
+        n = NUM_ITERATIONS
+    rng = random.Random(SEED)
+    prepare_experiment_dir(scenarios=create_scenarios(), num_iterations=n, rng=rng)
+
+
+def main() -> None:
+    fire.Fire(run)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/crcsim/experiment/requirements.in b/crcsim/experiment/requirements.in
new file mode 100644
index 0000000..53a40eb
--- /dev/null
+++ b/crcsim/experiment/requirements.in
@@ -0,0 +1,11 @@
+# Clone the specific commit of the model that you want to use for the experiment
+git+https://github.com/RTIInternational/crcsim.git@805cac52bf0b265aa5498ddbcb5044c81e0e75d7
+
+fire
+pandas==2.1.1
+openpyxl==3.0.9
+wheel
+matplotlib
+s3fs==2023.10.0
+fsspec==2023.10.0
+aiobotocore[awscli,boto3]
\ No newline at end of file
diff --git a/crcsim/experiment/requirements.txt b/crcsim/experiment/requirements.txt
new file mode 100644
index 0000000..5128bd7
--- /dev/null
+++ b/crcsim/experiment/requirements.txt
@@ -0,0 +1,126 @@
+#
+# This file is autogenerated by pip-compile with Python 3.11
+# by the following command:
+#
+#    pip-compile crcsim/experiment/requirements.in
+#
+aiobotocore[awscli,boto3]==2.7.0
+    # via
+    #   -r crcsim/experiment/requirements.in
+    #   s3fs
+aiohttp==3.8.5
+    # via
+    #   aiobotocore
+    #   s3fs
+aioitertools==0.11.0
+    # via aiobotocore
+aiosignal==1.3.1
+    # via aiohttp
+async-timeout==4.0.3
+    # via aiohttp
+attrs==23.1.0
+    # via aiohttp
+awscli==1.29.17
+    # via aiobotocore
+boto3==1.28.17
+    # via aiobotocore
+botocore==1.31.17
+    # via
+    #   aiobotocore
+    #   awscli
+    #   boto3
+    #   s3transfer
+charset-normalizer==3.3.0
+    # via aiohttp
+colorama==0.4.4
+    # via awscli
+contourpy==1.1.1
+    # via matplotlib
+crcsim @ git+https://github.com/RTIInternational/crcsim.git@805cac52bf0b265aa5498ddbcb5044c81e0e75d7
+    # via -r crcsim/experiment/requirements.in
+cycler==0.12.0
+    # via matplotlib
+docutils==0.16
+    # via awscli
+et-xmlfile==1.1.0
+    # via openpyxl
+fire==0.5.0
+    # via
+    #   -r crcsim/experiment/requirements.in
+    #   crcsim
+fonttools==4.43.0
+    # via matplotlib
+frozenlist==1.4.0
+    # via
+    #   aiohttp
+    #   aiosignal
+fsspec==2023.10.0
+    # via
+    #   -r crcsim/experiment/requirements.in
+    #   s3fs
+idna==3.4
+    # via yarl
+jmespath==1.0.1
+    # via
+    #   boto3
+    #   botocore
+kiwisolver==1.4.5
+    # via matplotlib
+matplotlib==3.8.0
+    # via -r crcsim/experiment/requirements.in
+multidict==6.0.4
+    # via
+    #   aiohttp
+    #   yarl
+numpy==1.26.0
+    # via
+    #   contourpy
+    #   matplotlib
+    #   pandas
+openpyxl==3.0.9
+    # via -r crcsim/experiment/requirements.in
+packaging==23.2
+    # via matplotlib
+pandas==2.1.1
+    # via
+    #   -r crcsim/experiment/requirements.in
+    #   crcsim
+pillow==10.0.1
+    # via matplotlib
+pyasn1==0.5.0
+    # via rsa
+pyparsing==3.1.1
+    # via matplotlib
+python-dateutil==2.8.2
+    # via
+    #   botocore
+    #   matplotlib
+    #   pandas
+pytz==2023.3.post1
+    # via pandas
+pyyaml==6.0.1
+    # via awscli
+rsa==4.7.2
+    # via awscli
+s3fs==2023.10.0
+    # via -r crcsim/experiment/requirements.in
+s3transfer==0.6.2
+    # via
+    #   awscli
+    #   boto3
+six==1.16.0
+    # via
+    #   fire
+    #   python-dateutil
+termcolor==2.3.0
+    # via fire
+tzdata==2023.3
+    # via pandas
+urllib3==1.26.17
+    # via botocore
+wheel==0.41.2
+    # via -r crcsim/experiment/requirements.in
+wrapt==1.15.0
+    # via aiobotocore
+yarl==1.9.2
+    # via aiohttp
diff --git a/crcsim/experiment/run_iteration.sh b/crcsim/experiment/run_iteration.sh
new file mode 100755
index 0000000..2141897
--- /dev/null
+++ b/crcsim/experiment/run_iteration.sh
@@ -0,0 +1,27 @@
+#!/usr/bin/env bash
+
+npeople="$1"
+iteration="$2"
+seed=$3
+scenario="$4"
+
+output_dir="./output"
+
+if [ ! -d "$output_dir" ]; then
+  echo "Creating output directory"
+  mkdir $output_dir
+fi
+
+aws s3 cp "s3://crcsim-exp-crccp-sensitivity01/scenarios/$scenario/params.json" "./params.json" 
+
+crc-simulate \
+    --npeople=$npeople \
+    --seed=$seed \
+    --params-file=./params.json \
+    --cohort-file=./cohort.csv &&
+
+crc-analyze \
+    --params-file=./params.json &&
+
+aws s3 cp ./results.csv "s3://crcsim-exp-crccp-sensitivity01/scenarios/$scenario/results_$iteration.csv"
+aws s3 cp ./output.csv "s3://crcsim-exp-crccp-sensitivity01/scenarios/$scenario/output_$iteration.csv"
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc1_baseline/params.json b/crcsim/experiment/scenarios/fqhc1_baseline/params.json
new file mode 100644
index 0000000..a66226f
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc1_baseline/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.522,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
+    0,
+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
+    60,
+    65,
+    70,
+    75,
+    85,
+    100
+  ],
+  "lesion_incidence_rates": [
+    0.0,
+    0.002,
+    0.002,
+    0.015,
+    0.02,
+    0.025,
+    0.027,
+    0.027,
+    0.027,
+    0.014,
+    0.011,
+    0.011,
+    0.011
+  ],
+  "tests": {
+    "FIT": {
+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0
+      ],
+      "compliance_rate_given_not_prev_compliant": [
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
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+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0
+      ]
+    },
+    "Colonoscopy": {
+      "proportion": 0.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 10,
+      "specificity": 0.86,
+      "sensitivity_polyp1": 0.75,
+      "sensitivity_polyp2": 0.85,
+      "sensitivity_polyp3": 0.95,
+      "sensitivity_cancer": 0.95,
+      "cost": 700,
+      "proportion_perforation": 0.001,
+      "cost_perforation": 6487,
+      "compliance_rate_given_prev_compliant": [
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
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+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0
+      ],
+      "compliance_rate_given_not_prev_compliant": [
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0,
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+        0.0,
+        0.0,
+        0.0,
+        0.0,
+        0.0
+      ]
+    }
+  },
+  "routine_tests": [
+    "FIT",
+    "Colonoscopy"
+  ],
+  "diagnostic_test": "Colonoscopy",
+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
+  "cost_discount_age": 50,
+  "cost_discount_rate": 0.03,
+  "lifespan_discount_age": 50,
+  "lifespan_discount_rate": 0.03,
+  "death_rate_black_female_ages": [
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+    1,
+    2,
+    3,
+    4,
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+    8,
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+  ],
+  "death_rate_black_female_rates": [
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+    0.000588,
+    0.000355,
+    0.000214,
+    0.000248,
+    0.000197,
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+    0.223822,
+    0.241511,
+    0.259776,
+    1.0
+  ],
+  "death_rate_black_male_ages": [
+    0,
+    1,
+    2,
+    3,
+    4,
+    5,
+    6,
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+    8,
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+    93,
+    94,
+    95,
+    96,
+    97,
+    98,
+    99,
+    100
+  ],
+  "death_rate_black_male_rates": [
+    0.011882,
+    0.000622,
+    0.000406,
+    0.000347,
+    0.000231,
+    0.000231,
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+    0.003172,
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+    0.003483,
+    0.003593,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc1_baseline_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc1_baseline_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..4eb030b
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc1_baseline_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
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+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
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+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+  "polypectomy_proportion_lethal": 2e-05,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc1_baseline_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc1_baseline_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..2080063
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc1_baseline_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.522,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 0.525,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
+    0,
+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
+    60,
+    65,
+    70,
+    75,
+    85,
+    100
+  ],
+  "lesion_incidence_rates": [
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+    0.002,
+    0.002,
+    0.015,
+    0.02,
+    0.025,
+    0.027,
+    0.027,
+    0.027,
+    0.014,
+    0.011,
+    0.011,
+    0.011
+  ],
+  "tests": {
+    "FIT": {
+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
+        1.0,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc1_implementation/params.json b/crcsim/experiment/scenarios/fqhc1_implementation/params.json
new file mode 100644
index 0000000..3f10fb6
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc1_implementation/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.593,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
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+    65,
+    70,
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+  ],
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+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
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+      "cost_perforation": 0,
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+    "Colonoscopy"
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+  "polypectomy_proportion_lethal": 2e-05,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc1_implementation_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc1_implementation_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..20c819f
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc1_implementation_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
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+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
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+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
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+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
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+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
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+  "cost_treatment_stage4_terminal": 99255,
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+  "value_loss_cancer": 0.15,
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+  "surveillance_freq_cancer_second": 3,
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\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc1_implementation_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc1_implementation_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..db1b4ef
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc1_implementation_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "value_life_year_dollars": [
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+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.593,
+  "never_compliant_rate": 0.0,
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+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+      "routine_end": 75,
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+      "specificity": 0.97,
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+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
+  "cost_discount_age": 50,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc1_implementation_lower_repeat_compliance/params.json b/crcsim/experiment/scenarios/fqhc1_implementation_lower_repeat_compliance/params.json
new file mode 100644
index 0000000..1ceea57
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc1_implementation_lower_repeat_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.593,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
+    0,
+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
+    60,
+    65,
+    70,
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+    85,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc2_baseline/params.json b/crcsim/experiment/scenarios/fqhc2_baseline/params.json
new file mode 100644
index 0000000..b8ea65b
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc2_baseline/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
+  ],
+  "value_life_year_dollars": [
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+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.154,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    20,
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+    "Colonoscopy"
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+  "polypectomy_proportion_lethal": 2e-05,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc2_baseline_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc2_baseline_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..ff67e6a
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc2_baseline_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
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+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
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+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
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+  "cost_treatment_stage2_terminal": 77098,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc2_baseline_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc2_baseline_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..4f1a780
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc2_baseline_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.154,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 0.525,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
+    60,
+    65,
+    70,
+    75,
+    85,
+    100
+  ],
+  "lesion_incidence_rates": [
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+    0.027,
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+    0.027,
+    0.014,
+    0.011,
+    0.011,
+    0.011
+  ],
+  "tests": {
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+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
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+    "Colonoscopy": {
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+      "sensitivity_polyp1": 0.75,
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+  "routine_tests": [
+    "FIT",
+    "Colonoscopy"
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+  ]
+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc2_implementation/params.json b/crcsim/experiment/scenarios/fqhc2_implementation/params.json
new file mode 100644
index 0000000..4f87a46
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc2_implementation/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc2_implementation_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc2_implementation_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..de6a9e4
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc2_implementation_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
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+  "value_life_year_dollars": [
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+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.421,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc2_implementation_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc2_implementation_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..7787ded
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc2_implementation_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "never_compliant_rate": 0.0,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+  "polypectomy_proportion_lethal": 2e-05,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc2_implementation_lower_repeat_compliance/params.json b/crcsim/experiment/scenarios/fqhc2_implementation_lower_repeat_compliance/params.json
new file mode 100644
index 0000000..22c05de
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc2_implementation_lower_repeat_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
+  ],
+  "value_life_year_dollars": [
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+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.421,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
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+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
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+  ]
+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc3_baseline/params.json b/crcsim/experiment/scenarios/fqhc3_baseline/params.json
new file mode 100644
index 0000000..09c4440
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc3_baseline/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc3_baseline_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc3_baseline_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..05d0e77
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc3_baseline_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
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+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
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+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
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+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "value_life_year_dollars": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "lesion_risk_beta": 2.45,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc3_baseline_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc3_baseline_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..4fc812b
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc3_baseline_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
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+  "mean_duration_pre3_pre4": 2.5,
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+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
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+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
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+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
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+  "cost_treatment_stage2_terminal": 77098,
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+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
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+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc3_implementation/params.json b/crcsim/experiment/scenarios/fqhc3_implementation/params.json
new file mode 100644
index 0000000..3e104ec
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc3_implementation/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.615,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
+    60,
+    65,
+    70,
+    75,
+    85,
+    100
+  ],
+  "lesion_incidence_rates": [
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+    0.002,
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+    0.025,
+    0.027,
+    0.027,
+    0.027,
+    0.014,
+    0.011,
+    0.011,
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+  ],
+  "tests": {
+    "FIT": {
+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
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+        1.0,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc3_implementation_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc3_implementation_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..e45cf6b
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc3_implementation_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
+  ],
+  "value_life_year_dollars": [
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+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.615,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc3_implementation_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc3_implementation_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..c77fdaa
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc3_implementation_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
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+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
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+  "proportion_survive_clin1": 0,
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+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
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+  "cost_treatment_stage2_terminal": 77098,
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+  "cost_treatment_stage3_terminal": 79770,
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+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
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+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
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\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc3_implementation_lower_repeat_compliance/params.json b/crcsim/experiment/scenarios/fqhc3_implementation_lower_repeat_compliance/params.json
new file mode 100644
index 0000000..22928c8
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc3_implementation_lower_repeat_compliance/params.json
@@ -0,0 +1,1214 @@
+{
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+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
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+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "never_compliant_rate": 0.0,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    "Colonoscopy"
+  ],
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+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
+  "cost_discount_age": 50,
+  "cost_discount_rate": 0.03,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc4_baseline/params.json b/crcsim/experiment/scenarios/fqhc4_baseline/params.json
new file mode 100644
index 0000000..1a3667a
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc4_baseline/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.278,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
+    0,
+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
+    60,
+    65,
+    70,
+    75,
+    85,
+    100
+  ],
+  "lesion_incidence_rates": [
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+    0.002,
+    0.002,
+    0.015,
+    0.02,
+    0.025,
+    0.027,
+    0.027,
+    0.027,
+    0.014,
+    0.011,
+    0.011,
+    0.011
+  ],
+  "tests": {
+    "FIT": {
+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
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+        1.0,
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+    0.00028
+  ]
+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc4_baseline_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc4_baseline_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..cb19cb9
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc4_baseline_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.278,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    65,
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+      "routine_freq": 1,
+      "specificity": 0.97,
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+    "FIT",
+    "Colonoscopy"
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+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc4_baseline_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc4_baseline_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..3efb066
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc4_baseline_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
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+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
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+  "mean_duration_clin4_dead": 2.7,
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+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
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+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
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+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc4_implementation/params.json b/crcsim/experiment/scenarios/fqhc4_implementation/params.json
new file mode 100644
index 0000000..33dd49d
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc4_implementation/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
+  ],
+  "value_life_year_dollars": [
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+    547000,
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+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.374,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    30,
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+    50,
+    55,
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+    65,
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+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
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+      "proportion_perforation": 0,
+      "cost_perforation": 0,
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+  },
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+    "Colonoscopy"
+  ],
+  "diagnostic_test": "Colonoscopy",
+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
+  "cost_discount_age": 50,
+  "cost_discount_rate": 0.03,
+  "lifespan_discount_age": 50,
+  "lifespan_discount_rate": 0.03,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc4_implementation_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc4_implementation_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..2477fd6
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc4_implementation_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.374,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
+    0,
+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
+    60,
+    65,
+    70,
+    75,
+    85,
+    100
+  ],
+  "lesion_incidence_rates": [
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+    0.025,
+    0.027,
+    0.027,
+    0.027,
+    0.014,
+    0.011,
+    0.011,
+    0.011
+  ],
+  "tests": {
+    "FIT": {
+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc4_implementation_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc4_implementation_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..90c6f70
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc4_implementation_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.374,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 0.525,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    20,
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+    50,
+    55,
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+    65,
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+    85,
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+  ],
+  "tests": {
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+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
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+    "Colonoscopy"
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+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc4_implementation_lower_repeat_compliance/params.json b/crcsim/experiment/scenarios/fqhc4_implementation_lower_repeat_compliance/params.json
new file mode 100644
index 0000000..b7629f5
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc4_implementation_lower_repeat_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
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+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
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+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "lesion_incidence_ages": [
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc5_baseline/params.json b/crcsim/experiment/scenarios/fqhc5_baseline/params.json
new file mode 100644
index 0000000..0354cba
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc5_baseline/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.383,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
+    0,
+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
+    60,
+    65,
+    70,
+    75,
+    85,
+    100
+  ],
+  "lesion_incidence_rates": [
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+    0.002,
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+    0.027,
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+    0.027,
+    0.014,
+    0.011,
+    0.011,
+    0.011
+  ],
+  "tests": {
+    "FIT": {
+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
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+      "proportion_perforation": 0.001,
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+  },
+  "routine_tests": [
+    "FIT",
+    "Colonoscopy"
+  ],
+  "diagnostic_test": "Colonoscopy",
+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
+  "cost_discount_age": 50,
+  "cost_discount_rate": 0.03,
+  "lifespan_discount_age": 50,
+  "lifespan_discount_rate": 0.03,
+  "death_rate_black_female_ages": [
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc5_baseline_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc5_baseline_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..0423bd7
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc5_baseline_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc5_baseline_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc5_baseline_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..20390a9
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc5_baseline_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
+  ],
+  "value_life_year_dollars": [
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+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.383,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 0.525,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+      "specificity": 0.97,
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+    "Colonoscopy"
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+  "polypectomy_proportion_lethal": 2e-05,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc5_implementation/params.json b/crcsim/experiment/scenarios/fqhc5_implementation/params.json
new file mode 100644
index 0000000..c20c6ef
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc5_implementation/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    100
+  ],
+  "value_life_year_dollars": [
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+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.572,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    "Colonoscopy"
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+  "polypectomy_proportion_lethal": 2e-05,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc5_implementation_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc5_implementation_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..d0f464c
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc5_implementation_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "value_life_year_dollars": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+      "routine_end": 75,
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+      "specificity": 0.97,
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+      "cost_perforation": 0,
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+  ]
+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc5_implementation_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc5_implementation_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..a40508c
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc5_implementation_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc5_implementation_lower_repeat_compliance/params.json b/crcsim/experiment/scenarios/fqhc5_implementation_lower_repeat_compliance/params.json
new file mode 100644
index 0000000..afd9c8a
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc5_implementation_lower_repeat_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    100
+  ],
+  "value_life_year_dollars": [
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+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.572,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
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+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    "Colonoscopy"
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc6_baseline/params.json b/crcsim/experiment/scenarios/fqhc6_baseline/params.json
new file mode 100644
index 0000000..acb8998
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc6_baseline/params.json
@@ -0,0 +1,1214 @@
+{
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+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
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+  "mean_duration_pre3_pre4": 2.5,
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+  "mean_duration_pre4_clin4": 1.9,
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+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
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+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
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+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "lesion_incidence_ages": [
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+  "polypectomy_proportion_lethal": 2e-05,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc6_baseline_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc6_baseline_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..04c8f90
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc6_baseline_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
+  ],
+  "value_life_year_dollars": [
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+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.211,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    20,
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+    55,
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+    65,
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+  "lesion_incidence_rates": [
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+    0.027,
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+  ],
+  "tests": {
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+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
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+  ]
+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc6_baseline_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc6_baseline_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..dcb186c
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc6_baseline_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc6_implementation/params.json b/crcsim/experiment/scenarios/fqhc6_implementation/params.json
new file mode 100644
index 0000000..ff52c16
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc6_implementation/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
+  ],
+  "value_life_year_dollars": [
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+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.392,
+  "never_compliant_rate": 0.0,
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+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    30,
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+    "Colonoscopy"
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+  "polypectomy_proportion_lethal": 2e-05,
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\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc6_implementation_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc6_implementation_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..af76f65
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc6_implementation_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
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+  "mean_duration_clin4_dead": 2.7,
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+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "lesion_incidence_ages": [
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc6_implementation_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc6_implementation_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..fdfd33a
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc6_implementation_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.392,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 0.525,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    20,
+    30,
+    40,
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+    50,
+    55,
+    60,
+    65,
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+  ],
+  "lesion_incidence_rates": [
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+    0.025,
+    0.027,
+    0.027,
+    0.027,
+    0.014,
+    0.011,
+    0.011,
+    0.011
+  ],
+  "tests": {
+    "FIT": {
+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
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+    0.00064,
+    0.00049,
+    0.00036,
+    0.00027,
+    0.00019,
+    0.00028
+  ]
+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc6_implementation_lower_repeat_compliance/params.json b/crcsim/experiment/scenarios/fqhc6_implementation_lower_repeat_compliance/params.json
new file mode 100644
index 0000000..aa63a53
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc6_implementation_lower_repeat_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.392,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
+    0,
+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
+    60,
+    65,
+    70,
+    75,
+    85,
+    100
+  ],
+  "lesion_incidence_rates": [
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+    0.002,
+    0.002,
+    0.015,
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+    0.025,
+    0.027,
+    0.027,
+    0.027,
+    0.014,
+    0.011,
+    0.011,
+    0.011
+  ],
+  "tests": {
+    "FIT": {
+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
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+      "sensitivity_polyp2": 0.85,
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+      "sensitivity_cancer": 0.95,
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+      "proportion_perforation": 0.001,
+      "cost_perforation": 6487,
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+    }
+  },
+  "routine_tests": [
+    "FIT",
+    "Colonoscopy"
+  ],
+  "diagnostic_test": "Colonoscopy",
+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
+  "cost_discount_age": 50,
+  "cost_discount_rate": 0.03,
+  "lifespan_discount_age": 50,
+  "lifespan_discount_rate": 0.03,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc7_baseline/params.json b/crcsim/experiment/scenarios/fqhc7_baseline/params.json
new file mode 100644
index 0000000..a618be5
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc7_baseline/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
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+  "mean_duration_pre4_clin4": 1.9,
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+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
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+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
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+  "cost_treatment_stage3_terminal": 79770,
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+  "surveillance_freq_cancer_second": 3,
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+  "surveillance_end_age": 85,
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\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc7_baseline_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc7_baseline_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..b45fc5e
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc7_baseline_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
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+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
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+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc7_baseline_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc7_baseline_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..83809bd
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc7_baseline_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.257,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 0.525,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
+    0,
+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
+    60,
+    65,
+    70,
+    75,
+    85,
+    100
+  ],
+  "lesion_incidence_rates": [
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+    0.002,
+    0.002,
+    0.015,
+    0.02,
+    0.025,
+    0.027,
+    0.027,
+    0.027,
+    0.014,
+    0.011,
+    0.011,
+    0.011
+  ],
+  "tests": {
+    "FIT": {
+      "proportion": 1.0,
+      "routine_start": 50,
+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
+      "sensitivity_polyp1": 0.07,
+      "sensitivity_polyp2": 0.07,
+      "sensitivity_polyp3": 0.22,
+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
+        1.0,
+        1.0,
+        1.0,
+        1.0,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc7_implementation/params.json b/crcsim/experiment/scenarios/fqhc7_implementation/params.json
new file mode 100644
index 0000000..817bd2b
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc7_implementation/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.354,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
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+    65,
+    70,
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+  "lesion_incidence_rates": [
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+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
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+      "proportion_perforation": 0,
+      "cost_perforation": 0,
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+    "Colonoscopy"
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+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
+  "cost_discount_age": 50,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc7_implementation_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc7_implementation_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..8c46304
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc7_implementation_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
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+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
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+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
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+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc7_implementation_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc7_implementation_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..9415446
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc7_implementation_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
+  ],
+  "value_life_year_dollars": [
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+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.354,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 0.525,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+      "routine_end": 75,
+      "routine_freq": 1,
+      "specificity": 0.97,
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+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
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+    "Colonoscopy"
+  ],
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+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
+  "cost_discount_age": 50,
+  "cost_discount_rate": 0.03,
+  "lifespan_discount_age": 50,
+  "lifespan_discount_rate": 0.03,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc7_implementation_lower_repeat_compliance/params.json b/crcsim/experiment/scenarios/fqhc7_implementation_lower_repeat_compliance/params.json
new file mode 100644
index 0000000..8a579e0
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc7_implementation_lower_repeat_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
+    100
+  ],
+  "value_life_year_dollars": [
+    217000,
+    547000,
+    547000
+  ],
+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.354,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
+    0,
+    20,
+    30,
+    40,
+    45,
+    50,
+    55,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc8_baseline/params.json b/crcsim/experiment/scenarios/fqhc8_baseline/params.json
new file mode 100644
index 0000000..5db9689
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc8_baseline/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
+    100
+  ],
+  "value_life_year_dollars": [
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+  "duration_screen_skip_testing": 5,
+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.19,
+  "never_compliant_rate": 0.0,
+  "diagnostic_compliance_rate": 1.0,
+  "surveillance_compliance_rate": 1.0,
+  "lesion_risk_alpha": 0.47,
+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+    "Colonoscopy"
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc8_baseline_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc8_baseline_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..bec085c
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc8_baseline_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
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+  "mean_duration_pre3_pre4": 2.5,
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+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc8_baseline_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc8_baseline_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..6c82b97
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc8_baseline_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
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+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+      "specificity": 0.97,
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+      "cost_perforation": 0,
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+  ]
+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc8_implementation/params.json b/crcsim/experiment/scenarios/fqhc8_implementation/params.json
new file mode 100644
index 0000000..3ea8359
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc8_implementation/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
+    0,
+    65,
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc8_implementation_low_initial_treat_cost/params.json b/crcsim/experiment/scenarios/fqhc8_implementation_low_initial_treat_cost/params.json
new file mode 100644
index 0000000..a5a6747
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc8_implementation_low_initial_treat_cost/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
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+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 67300,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 97931,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc8_implementation_lower_diagnostic_compliance/params.json b/crcsim/experiment/scenarios/fqhc8_implementation_lower_diagnostic_compliance/params.json
new file mode 100644
index 0000000..2f68f70
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc8_implementation_lower_diagnostic_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/fqhc8_implementation_lower_repeat_compliance/params.json b/crcsim/experiment/scenarios/fqhc8_implementation_lower_repeat_compliance/params.json
new file mode 100644
index 0000000..cd677bc
--- /dev/null
+++ b/crcsim/experiment/scenarios/fqhc8_implementation_lower_repeat_compliance/params.json
@@ -0,0 +1,1214 @@
+{
+  "max_age": 100,
+  "mean_duration_polyp1_polyp2": 25.5,
+  "mean_duration_polyp2_polyp3": 6.25,
+  "mean_duration_polyp2_pre": 80,
+  "mean_duration_polyp3_pre": 76,
+  "mean_duration_pre1_pre2": 3.5,
+  "mean_duration_pre2_pre3": 2.5,
+  "mean_duration_pre3_pre4": 2.5,
+  "mean_duration_pre1_clin1": 18,
+  "mean_duration_pre2_clin2": 3.9,
+  "mean_duration_pre3_clin3": 2.75,
+  "mean_duration_pre4_clin4": 1.9,
+  "mean_duration_clin1_dead": 135,
+  "mean_duration_clin2_dead": 51,
+  "mean_duration_clin3_dead": 19,
+  "mean_duration_clin4_dead": 2.7,
+  "proportion_survive_clin1": 0,
+  "proportion_survive_clin2": 0,
+  "proportion_survive_clin3": 0,
+  "proportion_survive_clin4": 0,
+  "cost_polypectomy": 170,
+  "cost_polyp_pathology": 65,
+  "cost_treatment_stage1_initial": 34258,
+  "cost_treatment_stage1_ongoing": 2685,
+  "cost_treatment_stage1_terminal": 68339,
+  "cost_treatment_stage2_initial": 47790,
+  "cost_treatment_stage2_ongoing": 3266,
+  "cost_treatment_stage2_terminal": 77098,
+  "cost_treatment_stage3_initial": 71594,
+  "cost_treatment_stage3_ongoing": 5258,
+  "cost_treatment_stage3_terminal": 79770,
+  "cost_treatment_stage4_initial": 110161,
+  "cost_treatment_stage4_ongoing": 26474,
+  "cost_treatment_stage4_terminal": 99255,
+  "max_ongoing_treatments": 4,
+  "value_loss_cancer": 0.15,
+  "value_life_year_ages": [
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+    65,
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+  "surveillance_freq_polyp_none": 10,
+  "surveillance_freq_polyp_mild": 7,
+  "surveillance_freq_polyp_moderate": 3,
+  "surveillance_freq_polyp_severe": 1,
+  "surveillance_freq_cancer_first": 1,
+  "surveillance_freq_cancer_second": 3,
+  "surveillance_freq_cancer_rest": 5,
+  "surveillance_end_age": 85,
+  "use_conditional_compliance": true,
+  "initial_compliance_rate": 0.39,
+  "never_compliant_rate": 0.0,
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+  "lesion_risk_beta": 2.45,
+  "lesion_incidence_ages": [
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+      "specificity": 0.97,
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+      "sensitivity_cancer": 0.74,
+      "cost": 22,
+      "proportion_perforation": 0,
+      "cost_perforation": 0,
+      "compliance_rate_given_prev_compliant": [
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+    }
+  },
+  "routine_tests": [
+    "FIT",
+    "Colonoscopy"
+  ],
+  "diagnostic_test": "Colonoscopy",
+  "surveillance_test": "Colonoscopy",
+  "polypectomy_proportion_lethal": 2e-05,
+  "cost_discount_age": 50,
+  "cost_discount_rate": 0.03,
+  "lifespan_discount_age": 50,
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+  ],
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+  ],
+  "death_rate_white_female_rates": [
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+    8.9e-05,
+    8.5e-05,
+    8.5e-05,
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+  ],
+  "death_rate_white_male_ages": [
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+  ],
+  "death_rate_white_male_rates": [
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+    0.291442,
+    0.3147,
+    0.338142,
+    0.361537,
+    1.0
+  ],
+  "us_age_distribution_rates": [
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+    0.01234,
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+    0.01208,
+    0.01214,
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+    0.0014,
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+    0.00064,
+    0.00049,
+    0.00036,
+    0.00027,
+    0.00019,
+    0.00028
+  ]
+}
\ No newline at end of file
diff --git a/crcsim/experiment/scenarios/seeds.txt b/crcsim/experiment/scenarios/seeds.txt
new file mode 100644
index 0000000..71149f9
--- /dev/null
+++ b/crcsim/experiment/scenarios/seeds.txt
@@ -0,0 +1,100 @@
+1001608934
+1865687462
+519221856
+196202418
+1876440239
+481309692
+257361246
+893058778
+1708949663
+859680834
+376198218
+1304159345
+775939283
+107869658
+988217991
+1111981378
+1119296422
+417702499
+72207373
+993413098
+1075012666
+231240803
+728175320
+927495536
+25886288
+2012555507
+148246713
+1297962443
+1763856778
+554891802
+429114708
+1860579156
+799796481
+489401237
+829514650
+1579301123
+2090329059
+975839212
+13289183
+2048157316
+147114907
+1696755228
+18116178
+1616353460
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+890436421
+1864295738
+1679327539
+2098463357
+923285140
+2046685377
+746645880
+666937754
+55104531
+772927900
+160313851
+1961080694
+110389962
+876710936
+1591909998
+562190788
+1708571711
+1797506561
+1390694408
+1314136503
+1680709339
+97192734
+1608349308
+1557554217
+2079799592
+1379281391
+1361121561
+1002686510
+1588416319
+770007412
+293760807
+1614677726
+387482978
diff --git a/crcsim/experiment/simulate.py b/crcsim/experiment/simulate.py
new file mode 100644
index 0000000..899381f
--- /dev/null
+++ b/crcsim/experiment/simulate.py
@@ -0,0 +1,73 @@
+from pathlib import Path
+
+import boto3
+import fire
+
+
+def get_scenario_list() -> list:
+    """
+    Search the scenarios directory for all parameter files. Add name of each
+    parent folder to scenario list. Assumes scenario directory has the structure
+    generated by prepare.py:
+
+        scenarios/
+            scenario_1/
+                params.json
+            scenario_2/
+                params.json
+    """
+    scenarios = []
+
+    for results_file in Path("./scenarios").glob("*/params.json"):
+        scenarios.append(results_file.parent.name)
+
+    return scenarios
+
+
+def get_seed_list() -> list:
+    """
+    Generate a list of integer seeds from ./scenarios/seeds.txt. Assumes seeds.txt has
+    one seed per line.
+    """
+    with open(Path("./scenarios/seeds.txt")) as f:
+        seeds = f.read().splitlines()
+    return seeds
+
+
+def run(
+    n_people: int = 100_000,
+    job_queue: str = "crcsim",
+    job_definition: str = "crcsim:3",
+):
+    scenarios = get_scenario_list()
+    seeds = get_seed_list()
+
+    batch = boto3.client("batch")
+
+    for scenario in scenarios:
+        for iteration, seed in enumerate(seeds):
+            iteration_name = f"{iteration:03}"
+
+            job = batch.submit_job(
+                jobName=scenario + f"_{iteration_name}",
+                jobQueue=job_queue,
+                jobDefinition=job_definition,
+                parameters={
+                    "npeople": str(n_people),
+                    "iteration": iteration_name,
+                    "seed": seed,
+                    "scenario": scenario,
+                },
+            )
+            print(
+                f"Submitting iteration {iteration_name} for scenario {scenario}, Job ID {job['jobId']}"
+            )
+
+
+def main():
+    fire.Fire(run)
+
+
+if __name__ == "__main__":
+    test = ""
+    main()
diff --git a/crcsim/experiment/summarize.py b/crcsim/experiment/summarize.py
new file mode 100644
index 0000000..68a7f03
--- /dev/null
+++ b/crcsim/experiment/summarize.py
@@ -0,0 +1,140 @@
+from itertools import chain
+from pathlib import Path
+
+import pandas as pd
+import s3fs  # noqa: F401
+
+
+S3_BUCKET_NAME = "crcsim-exp-crccp-sensitivity01"
+
+
+def main() -> None:
+    summary_dir = Path("./summary")
+    summary_dir.mkdir(exist_ok=True, parents=True)
+
+    combined = combine_run_results()
+    combined.to_csv(summary_dir / "combined.csv", index=False)
+
+    df = add_derived_variables(combined)
+    summary = summarize_results(df)
+
+    with pd.ExcelWriter(summary_dir / "summarized.xlsx", engine="openpyxl") as writer:
+        summary.to_excel(writer, index=False)
+
+
+def get_scenario_list() -> list:
+    """
+    Search the scenarios directory for all parameter files. Add name of each
+    parent folder to scenario list. Assumes scenario directory has the structure
+    generated by prepare.py:
+
+        scenarios/
+            scenario_1/
+                params.json
+            scenario_2/
+                params.json
+    """
+    scenarios = []
+
+    for results_file in Path("./scenarios").glob("*/params.json"):
+        scenarios.append(results_file.parent.name)
+
+    return scenarios
+
+
+def get_n_iterations() -> int:
+    """
+    Gets the length of ./scenarios/seeds.txt
+    """
+    with open(Path("./scenarios/seeds.txt")) as f:
+        seeds = f.read().splitlines()
+    return len(seeds)
+
+
+def combine_run_results() -> pd.DataFrame:
+    """
+    Gather the final analysis results of every run and concatenate them into a
+    single data frame.
+    """
+
+    scenarios = get_scenario_list()
+    n_iterations = get_n_iterations()
+
+    dfs = []
+
+    for scenario in scenarios:
+        for iteration in range(n_iterations):
+            iteration_name = f"{iteration:03}"
+
+            print(f"Fetching results for {scenario}, iteration {iteration_name}")
+            
+            df = pd.read_csv(
+                f"s3://{S3_BUCKET_NAME}/scenarios/{scenario}/results_{iteration_name}.csv"
+            )
+            df["scenario"] = scenario
+            df["iteration"] = iteration
+
+            dfs.append(df)
+
+    if len(dfs) == 0:
+        raise RuntimeError("No simulation results files were found")
+
+    return pd.concat(
+        dfs, axis="index"
+    ).copy()  # copy to address pandas fragmentation warning
+
+
+def add_derived_variables(df: pd.DataFrame) -> pd.DataFrame:
+    """
+    Add derived variables to the data frame.
+    """
+
+    df["cost_treatment"] = (
+        df["cost_treatment_initial"]
+        + df["cost_treatment_ongoing"]
+        + df["cost_treatment_terminal"]
+    )
+
+    df["discounted_cost_treatment"] = (
+        df["discounted_cost_treatment_initial"]
+        + df["discounted_cost_treatment_ongoing"]
+        + df["discounted_cost_treatment_terminal"]
+    )
+
+    df["cost_total"] = (
+        df["cost_routine"]
+        + df["cost_diagnostic"]
+        + df["cost_surveillance"]
+        + df["cost_treatment"]
+    )
+
+    df["discounted_cost_total"] = (
+        df["discounted_cost_routine"]
+        + df["discounted_cost_diagnostic"]
+        + df["discounted_cost_surveillance"]
+        + df["discounted_cost_treatment"]
+    )
+
+    return df
+
+
+def summarize_results(df: pd.DataFrame) -> pd.DataFrame:
+    """
+    Compute the mean and standard deviation of every analysis variable, by
+    scenario.
+    """
+    groups = df.groupby("scenario")
+    means = groups.mean()
+    stds = groups.std()
+
+    means.columns = [f"{c}_mean" for c in means.columns]
+    stds.columns = [f"{c}_std" for c in stds.columns]
+
+    interleaved_columns = chain.from_iterable(zip(means.columns, stds.columns))
+    summary = pd.concat([means, stds], axis="columns")[interleaved_columns]
+
+    return summary.reset_index()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/requirements.in b/requirements.in
index b8eb93f..c2cf3b7 100644
--- a/requirements.in
+++ b/requirements.in
@@ -1,13 +1,13 @@
 # Requirements needed for installing and using the package. Include
 # everything necessary to satisfy setup.py's install_requires section.
 fire
-pandas
+pandas==2.1.1
 
 # Additional requirements needed for development.
-black==22.8.0
+black==23.1.0
 flake8==3.8.3
 isort==5.2.0
-mypy==0.812
+mypy==1.4.1
 pytest==5.4.3
 wheel==0.34.2
 pip-tools
diff --git a/requirements.txt b/requirements.txt
index 1bd0cf5..e6fb361 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,6 @@
 #
-# This file is autogenerated by pip-compile
-# To update, run:
+# This file is autogenerated by pip-compile with Python 3.11
+# by the following command:
 #
 #    pip-compile
 #
@@ -8,7 +8,7 @@ appdirs==1.4.4
     # via virtualenv
 attrs==19.3.0
     # via pytest
-black==22.8.0
+black==23.1.0
     # via -r requirements.in
 cfgv==3.1.0
     # via pre-commit
@@ -16,10 +16,10 @@ click==8.0.4
     # via
     #   black
     #   pip-tools
-dataclasses==0.8
-    # via black
 distlib==0.3.1
     # via virtualenv
+enum34==1.1.10
+    # via fire
 filelock==3.0.12
     # via virtualenv
 fire==0.3.1
@@ -28,37 +28,27 @@ flake8==3.8.3
     # via -r requirements.in
 identify==1.4.25
     # via pre-commit
-importlib-metadata==1.7.0
-    # via
-    #   click
-    #   flake8
-    #   pluggy
-    #   pre-commit
-    #   pytest
-    #   virtualenv
-importlib-resources==3.0.0
-    # via
-    #   pre-commit
-    #   virtualenv
 isort==5.2.0
     # via -r requirements.in
 mccabe==0.6.1
     # via flake8
 more-itertools==8.4.0
     # via pytest
-mypy-extensions==0.4.3
+mypy==1.4.1
+    # via -r requirements.in
+mypy-extensions==1.0.0
     # via
     #   black
     #   mypy
-mypy==0.812
-    # via -r requirements.in
 nodeenv==1.4.0
     # via pre-commit
-numpy==1.19.1
+numpy==1.26.0
     # via pandas
-packaging==20.4
-    # via pytest
-pandas==1.1.0
+packaging==23.2
+    # via
+    #   black
+    #   pytest
+pandas==2.1.1
     # via -r requirements.in
 pathspec==0.9.0
     # via black
@@ -76,11 +66,9 @@ pycodestyle==2.6.0
     # via flake8
 pyflakes==2.2.0
     # via flake8
-pyparsing==2.4.7
-    # via packaging
 pytest==5.4.3
     # via -r requirements.in
-python-dateutil==2.8.1
+python-dateutil==2.8.2
     # via pandas
 pytz==2020.1
     # via pandas
@@ -89,33 +77,22 @@ pyyaml==5.3.1
 six==1.15.0
     # via
     #   fire
-    #   packaging
     #   python-dateutil
     #   virtualenv
 termcolor==1.1.0
     # via fire
 toml==0.10.1
     # via pre-commit
-tomli==1.2.3
-    # via black
-typed-ast==1.4.3
-    # via
-    #   black
-    #   mypy
 typing-extensions==4.1.1
-    # via
-    #   black
-    #   mypy
+    # via mypy
+tzdata==2023.3
+    # via pandas
 virtualenv==20.0.28
     # via pre-commit
 wcwidth==0.2.5
     # via pytest
 wheel==0.34.2
     # via -r requirements.in
-zipp==3.1.0
-    # via
-    #   importlib-metadata
-    #   importlib-resources
 
 # The following packages are considered to be unsafe in a requirements file:
 # pip