diff --git a/searchindex.js b/searchindex.js
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+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], "Coding guidelines": [[1, "coding-guidelines"]], "Contents:": [[2, null]], "Contributing": [[3, "contributing"]], "Contributing to cycquery": [[1, "contributing-to-cycquery"]], "Example 1. Get all female patients discharged in 2014 (limit to 100 rows).": [[64, "Example-1.-Get-all-female-patients-discharged-in-2014-(limit-to-100-rows)."]], "Example 1. Get all male patients with a mortality outcome.": [[66, "Example-1.-Get-all-male-patients-with-a-mortality-outcome."]], "Example 1. Get all patient admissions from 2021 or later (approx year of admission)": [[67, "Example-1.-Get-all-patient-admissions-from-2021-or-later-(approx-year-of-admission)"]], "Example 1. Get all patient visits in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-in-or-after-2010."]], "Example 1. Get all patient visits that ended in a mortality outcome in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-that-ended-in-a-mortality-outcome-in-or-after-2010."]], "Example 1a. Create a table with only one hospitalization per patient, keeping the most recent encounter for each patient. Sort the dataset by patient_id_hashed and discharge_date_time, and then keep the recent record.": [[65, "Example-1a.-Create-a-table-with-only-one-hospitalization-per-patient,-keeping-the-most-recent-encounter-for-each-patient.-Sort-the-dataset-by-patient_id_hashed-and-discharge_date_time,-and-then-keep-the-recent-record."]], "Example 1b. From the above set of encounters, take a subset of patients who were discharged between April 1, 2015 and March 31, 2016.": [[65, "Example-1b.-From-the-above-set-of-encounters,-take-a-subset-of-patients-who-were-discharged-between-April-1,-2015-and-March-31,-2016."]], "Example 1c. From the above set of encounters, get the total number of admissions for each hospital.": [[65, "Example-1c.-From-the-above-set-of-encounters,-get-the-total-number-of-admissions-for-each-hospital."]], "Example 2. Get all female patient encounters with diagnoses (gastroenteritis in ICD-9 long title).": [[66, "Example-2.-Get-all-female-patient-encounters-with-diagnoses-(gastroenteritis-in-ICD-9-long-title)."]], "Example 2. Get all measurements for female patient visits with sepsis diagnoses, that ended in a mortality outcome.": [[68, "Example-2.-Get-all-measurements-for-female-patient-visits-with-sepsis-diagnoses,-that-ended-in-a-mortality-outcome."]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in ICD-10 long title), in the year 2015.": [[67, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-ICD-10-long-title),-in-the-year-2015."]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in diagnosisstring), discharged in the year 2015.": [[64, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-diagnosisstring),-discharged-in-the-year-2015."]], "Example 2. Get measurements for all visits in or after 2020.": [[68, "Example-2.-Get-measurements-for-all-visits-in-or-after-2020."]], "Example 2a. How many sodium tests were placed between Apr 1, 2015 and May 31, 2015 at hospital 101?": [[65, "Example-2a.-How-many-sodium-tests-were-placed-between-Apr-1,-2015-and-May-31,-2015-at-hospital-101?"]], "Example 3. Advanced - uses ConditionRegexMatch from cycquery.ops. Get all patient encounters with diagnoses (ICD-9 long title contains schizophrenia and chronic ), in the year 2015.": [[67, "Example-3.-Advanced---uses-ConditionRegexMatch-from-cycquery.ops.-Get-all-patient-encounters-with-diagnoses-(ICD-9-long-title-contains-schizophrenia-and-chronic-),-in-the-year-2015."]], "Example 3. Get potassium lab tests for female patients.": [[66, "Example-3.-Get-potassium-lab-tests-for-female-patients."]], "Example 3. Get potassium lab tests for patients discharged in the year 2014, for all teaching hospitals.": [[64, "Example-3.-Get-potassium-lab-tests-for-patients-discharged-in-the-year-2014,-for-all-teaching-hospitals."]], "Example 4. Get AaDO2 carevue chart events for male patients that have a valuenum of less than 20.": [[66, "Example-4.-Get-AaDO2-carevue-chart-events-for-male-patients-that-have-a-valuenum-of-less-than-20."]], "Example 4. Get glucose medications (substring search) for female patients discharged in 2014.": [[64, "Example-4.-Get-glucose-medications-(substring-search)-for-female-patients-discharged-in-2014."]], "Example 4. Get routine vital signs for patients from year 2015.": [[67, "Example-4.-Get-routine-vital-signs-for-patients-from-year-2015."]], "Example 5. Get hemoglobin lab tests for patients from year 2009.": [[67, "Example-5.-Get-hemoglobin-lab-tests-for-patients-from-year-2009."]], "Example 6. Get radiology reports and filter on keywords lymphadenopathy and infectious occurring together from year 2009.": [[67, "Example-6.-Get-radiology-reports-and-filter-on-keywords-lymphadenopathy-and-infectious-occurring-together-from-year-2009."]], "Example 7. Get all female patient encounters from year 2015, and return batches partitioned and indexed on subject_id.": [[67, "Example-7.-Get-all-female-patient-encounters-from-year-2015,-and-return-batches-partitioned-and-indexed-on-subject_id."]], "Example 8. Running a raw SQL string.": [[67, "Example-8.-Running-a-raw-SQL-string."]], "GEMINI tutorial": [[65, "GEMINI-tutorial"]], "Imports and instantiate EICUQuerier": [[64, "Imports-and-instantiate-EICUQuerier"]], "Imports and instantiate GEMINIQuerier.": [[65, "Imports-and-instantiate-GEMINIQuerier."]], "Imports and instantiate MIMICIIIQuerier": [[66, "Imports-and-instantiate-MIMICIIIQuerier"]], "Imports and instantiate MIMICIVQuerier": [[67, "Imports-and-instantiate-MIMICIVQuerier"]], "Imports and instantiate OMOPQuerier.": [[68, "Imports-and-instantiate-OMOPQuerier."], [68, "id1"]], "Installing cycquery using pip": [[3, "installing-cycquery-using-pip"]], "MIMIC-III tutorial": [[66, "MIMIC-III-tutorial"]], "MIMIC-IV tutorial": [[67, "MIMIC-IV-tutorial"]], "OMOP tutorial": [[68, "OMOP-tutorial"]], "Pre-commit hooks": [[1, "pre-commit-hooks"]], "Query postgresql database": [[3, "query-postgresql-database"]], "Tutorials": [[63, "tutorials"]], "Using poetry": [[3, "using-poetry"]], "Welcome to 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\ No newline at end of file
+Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], "Coding guidelines": [[1, "coding-guidelines"]], "Contents:": [[2, null]], "Contributing": [[3, "contributing"]], "Contributing to cycquery": [[1, "contributing-to-cycquery"]], "Example 1. Get all female patients discharged in 2014 (limit to 100 rows).": [[64, "Example-1.-Get-all-female-patients-discharged-in-2014-(limit-to-100-rows)."]], "Example 1. Get all male patients with a mortality outcome.": [[66, "Example-1.-Get-all-male-patients-with-a-mortality-outcome."]], "Example 1. Get all patient admissions from 2021 or later (approx year of admission)": [[67, "Example-1.-Get-all-patient-admissions-from-2021-or-later-(approx-year-of-admission)"]], "Example 1. Get all patient visits in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-in-or-after-2010."]], "Example 1. Get all patient visits that ended in a mortality outcome in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-that-ended-in-a-mortality-outcome-in-or-after-2010."]], "Example 1a. Create a table with only one hospitalization per patient, keeping the most recent encounter for each patient. Sort the dataset by patient_id_hashed and discharge_date_time, and then keep the recent record.": [[65, "Example-1a.-Create-a-table-with-only-one-hospitalization-per-patient,-keeping-the-most-recent-encounter-for-each-patient.-Sort-the-dataset-by-patient_id_hashed-and-discharge_date_time,-and-then-keep-the-recent-record."]], "Example 1b. From the above set of encounters, take a subset of patients who were discharged between April 1, 2015 and March 31, 2016.": [[65, "Example-1b.-From-the-above-set-of-encounters,-take-a-subset-of-patients-who-were-discharged-between-April-1,-2015-and-March-31,-2016."]], "Example 1c. From the above set of encounters, get the total number of admissions for each hospital.": [[65, "Example-1c.-From-the-above-set-of-encounters,-get-the-total-number-of-admissions-for-each-hospital."]], "Example 2. Get all female patient encounters with diagnoses (gastroenteritis in ICD-9 long title).": [[66, "Example-2.-Get-all-female-patient-encounters-with-diagnoses-(gastroenteritis-in-ICD-9-long-title)."]], "Example 2. Get all measurements for female patient visits with sepsis diagnoses, that ended in a mortality outcome.": [[68, "Example-2.-Get-all-measurements-for-female-patient-visits-with-sepsis-diagnoses,-that-ended-in-a-mortality-outcome."]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in ICD-10 long title), in the year 2015.": [[67, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-ICD-10-long-title),-in-the-year-2015."]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in diagnosisstring), discharged in the year 2015.": [[64, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-diagnosisstring),-discharged-in-the-year-2015."]], "Example 2. Get measurements for all visits in or after 2020.": [[68, "Example-2.-Get-measurements-for-all-visits-in-or-after-2020."]], "Example 2a. How many sodium tests were placed between Apr 1, 2015 and May 31, 2015 at hospital 101?": [[65, "Example-2a.-How-many-sodium-tests-were-placed-between-Apr-1,-2015-and-May-31,-2015-at-hospital-101?"]], "Example 3. Advanced - uses ConditionRegexMatch from cycquery.ops. Get all patient encounters with diagnoses (ICD-9 long title contains schizophrenia and chronic ), in the year 2015.": [[67, "Example-3.-Advanced---uses-ConditionRegexMatch-from-cycquery.ops.-Get-all-patient-encounters-with-diagnoses-(ICD-9-long-title-contains-schizophrenia-and-chronic-),-in-the-year-2015."]], "Example 3. Get potassium lab tests for female patients.": [[66, "Example-3.-Get-potassium-lab-tests-for-female-patients."]], "Example 3. Get potassium lab tests for patients discharged in the year 2014, for all teaching hospitals.": [[64, "Example-3.-Get-potassium-lab-tests-for-patients-discharged-in-the-year-2014,-for-all-teaching-hospitals."]], "Example 4. Get AaDO2 carevue chart events for male patients that have a valuenum of less than 20.": [[66, "Example-4.-Get-AaDO2-carevue-chart-events-for-male-patients-that-have-a-valuenum-of-less-than-20."]], "Example 4. Get glucose medications (substring search) for female patients discharged in 2014.": [[64, "Example-4.-Get-glucose-medications-(substring-search)-for-female-patients-discharged-in-2014."]], "Example 4. Get routine vital signs for patients from year 2015.": [[67, "Example-4.-Get-routine-vital-signs-for-patients-from-year-2015."]], "Example 5. Get hemoglobin lab tests for patients from year 2009.": [[67, "Example-5.-Get-hemoglobin-lab-tests-for-patients-from-year-2009."]], "Example 6. Get radiology reports and filter on keywords lymphadenopathy and infectious occurring together from year 2009.": [[67, "Example-6.-Get-radiology-reports-and-filter-on-keywords-lymphadenopathy-and-infectious-occurring-together-from-year-2009."]], "Example 7. Get all female patient encounters from year 2015, and return batches partitioned and indexed on subject_id.": [[67, "Example-7.-Get-all-female-patient-encounters-from-year-2015,-and-return-batches-partitioned-and-indexed-on-subject_id."]], "Example 8. Running a raw SQL string.": [[67, "Example-8.-Running-a-raw-SQL-string."]], "GEMINI tutorial": [[65, "GEMINI-tutorial"]], "Imports and instantiate EICUQuerier": [[64, "Imports-and-instantiate-EICUQuerier"]], "Imports and instantiate GEMINIQuerier.": [[65, "Imports-and-instantiate-GEMINIQuerier."]], "Imports and instantiate MIMICIIIQuerier": [[66, "Imports-and-instantiate-MIMICIIIQuerier"]], "Imports and instantiate MIMICIVQuerier": [[67, "Imports-and-instantiate-MIMICIVQuerier"]], "Imports and instantiate OMOPQuerier.": [[68, "Imports-and-instantiate-OMOPQuerier."], [68, "id1"]], "Installing cycquery using pip": [[3, "installing-cycquery-using-pip"]], "MIMIC-III tutorial": [[66, "MIMIC-III-tutorial"]], "MIMIC-IV tutorial": [[67, "MIMIC-IV-tutorial"]], "OMOP tutorial": [[68, "OMOP-tutorial"]], "Pre-commit hooks": [[1, "pre-commit-hooks"]], "Query postgresql database": [[3, "query-postgresql-database"]], "Tutorials": [[63, "tutorials"]], "Using poetry": [[3, "using-poetry"]], "Welcome to 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"teach": 64, "test": [64, 65, 66, 67], "than": 66, "titl": [66, 67], "togeth": 67, "total": 65, "trim": 60, "tutori": [63, 64, 65, 66, 67, 68], "union": 61, "us": [3, 67], "valuenum": 66, "visit": 68, "vital": 67, "welcom": 2, "were": 65, "who": 65, "year": [64, 67]}})
\ No newline at end of file
diff --git a/tutorials/eicu.html b/tutorials/eicu.html
index a0fdbb9..e890d4e 100644
--- a/tutorials/eicu.html
+++ b/tutorials/eicu.html
@@ -615,7 +615,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:03:37,592 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2024-10-11 12:16:16,456 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -679,7 +679,7 @@ <h2>Example 1. Get all female patients discharged in 2014 (limit to 100 rows).<a
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:03:38,579 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:16:17,526 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -687,7 +687,7 @@ <h2>Example 1. Get all female patients discharged in 2014 (limit to 100 rows).<a
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:03:38,581 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.170236 s
+2024-10-11 12:16:17,528 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.313798 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -722,7 +722,7 @@ <h2>Example 2. Get all patient encounters with diagnoses (<code class="docutils
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:03:39,534 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:16:18,328 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -730,7 +730,7 @@ <h2>Example 2. Get all patient encounters with diagnoses (<code class="docutils
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:03:39,536 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.923233 s
+2024-10-11 12:16:18,330 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.772340 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -771,7 +771,7 @@ <h2>Example 3. Get potassium lab tests for patients discharged in the year 2014,
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:03:40,069 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:16:18,812 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -779,7 +779,7 @@ <h2>Example 3. Get potassium lab tests for patients discharged in the year 2014,
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:03:40,071 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.486850 s
+2024-10-11 12:16:18,814 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.437879 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -818,7 +818,7 @@ <h2>Example 4. Get glucose medications (substring search) for female patients di
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:03:44,141 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:16:22,190 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -826,7 +826,7 @@ <h2>Example 4. Get glucose medications (substring search) for female patients di
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:03:44,143 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 4.032112 s
+2024-10-11 12:16:22,192 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 3.339489 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
diff --git a/tutorials/eicu.ipynb b/tutorials/eicu.ipynb
index c56c391..13b51b6 100644
--- a/tutorials/eicu.ipynb
+++ b/tutorials/eicu.ipynb
@@ -35,10 +35,10 @@
    "id": "75a140e0-fb27-4319-862f-be54397abe5c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:03:35.111332Z",
-     "iopub.status.busy": "2024-10-11T14:03:35.110110Z",
-     "iopub.status.idle": "2024-10-11T14:03:38.390373Z",
-     "shell.execute_reply": "2024-10-11T14:03:38.388596Z"
+     "iopub.execute_input": "2024-10-11T16:16:14.395332Z",
+     "iopub.status.busy": "2024-10-11T16:16:14.394373Z",
+     "iopub.status.idle": "2024-10-11T16:16:17.192986Z",
+     "shell.execute_reply": "2024-10-11T16:16:17.191281Z"
     },
     "tags": []
    },
@@ -47,7 +47,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:03:37,592 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2024-10-11 12:16:16,456 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -124,10 +124,10 @@
    "id": "c1efa964-8978-4a0e-9892-5ea4ce9953a3",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:03:38.397772Z",
-     "iopub.status.busy": "2024-10-11T14:03:38.396948Z",
-     "iopub.status.idle": "2024-10-11T14:03:38.588580Z",
-     "shell.execute_reply": "2024-10-11T14:03:38.586813Z"
+     "iopub.execute_input": "2024-10-11T16:16:17.201046Z",
+     "iopub.status.busy": "2024-10-11T16:16:17.199490Z",
+     "iopub.status.idle": "2024-10-11T16:16:17.535427Z",
+     "shell.execute_reply": "2024-10-11T16:16:17.533788Z"
     },
     "tags": []
    },
@@ -136,14 +136,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:03:38,579 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:16:17,526 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:03:38,581 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.170236 s\n"
+      "2024-10-11 12:16:17,528 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.313798 s\n"
      ]
     },
     {
@@ -180,10 +180,10 @@
    "id": "a7ab5fa3-e26b-47a7-818f-1bf367a55760",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:03:38.596396Z",
-     "iopub.status.busy": "2024-10-11T14:03:38.594869Z",
-     "iopub.status.idle": "2024-10-11T14:03:39.543370Z",
-     "shell.execute_reply": "2024-10-11T14:03:39.541602Z"
+     "iopub.execute_input": "2024-10-11T16:16:17.542086Z",
+     "iopub.status.busy": "2024-10-11T16:16:17.541509Z",
+     "iopub.status.idle": "2024-10-11T16:16:18.337790Z",
+     "shell.execute_reply": "2024-10-11T16:16:18.336076Z"
     },
     "tags": []
    },
@@ -192,14 +192,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:03:39,534 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:16:18,328 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:03:39,536 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.923233 s\n"
+      "2024-10-11 12:16:18,330 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.772340 s\n"
      ]
     },
     {
@@ -236,10 +236,10 @@
    "id": "24043abc-1878-4e00-8229-36d4a0368b98",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:03:39.551008Z",
-     "iopub.status.busy": "2024-10-11T14:03:39.549980Z",
-     "iopub.status.idle": "2024-10-11T14:03:40.079404Z",
-     "shell.execute_reply": "2024-10-11T14:03:40.077526Z"
+     "iopub.execute_input": "2024-10-11T16:16:18.345835Z",
+     "iopub.status.busy": "2024-10-11T16:16:18.344194Z",
+     "iopub.status.idle": "2024-10-11T16:16:18.821427Z",
+     "shell.execute_reply": "2024-10-11T16:16:18.819582Z"
     },
     "tags": []
    },
@@ -248,14 +248,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:03:40,069 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:16:18,812 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:03:40,071 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.486850 s\n"
+      "2024-10-11 12:16:18,814 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.437879 s\n"
      ]
     },
     {
@@ -298,10 +298,10 @@
    "id": "f6142f27-e8d1-453c-bfe2-2265d9ff1914",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:03:40.087395Z",
-     "iopub.status.busy": "2024-10-11T14:03:40.085936Z",
-     "iopub.status.idle": "2024-10-11T14:03:44.149996Z",
-     "shell.execute_reply": "2024-10-11T14:03:44.148201Z"
+     "iopub.execute_input": "2024-10-11T16:16:18.829291Z",
+     "iopub.status.busy": "2024-10-11T16:16:18.827435Z",
+     "iopub.status.idle": "2024-10-11T16:16:22.200132Z",
+     "shell.execute_reply": "2024-10-11T16:16:22.198384Z"
     },
     "tags": []
    },
@@ -310,14 +310,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:03:44,141 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:16:22,190 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:03:44,143 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 4.032112 s\n"
+      "2024-10-11 12:16:22,192 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 3.339489 s\n"
      ]
     },
     {
diff --git a/tutorials/mimiciii.html b/tutorials/mimiciii.html
index 57f5d48..72d9403 100644
--- a/tutorials/mimiciii.html
+++ b/tutorials/mimiciii.html
@@ -615,7 +615,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:04:00,312 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2024-10-11 12:16:35,205 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -649,7 +649,7 @@ <h2>Example 1. Get all male patients with a mortality outcome.<a class="headerli
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:04:06,957 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:16:41,589 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -657,7 +657,7 @@ <h2>Example 1. Get all male patients with a mortality outcome.<a class="headerli
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:04:06,959 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.204972 s
+2024-10-11 12:16:41,591 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.195912 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -697,7 +697,7 @@ <h2>Example 2. Get all female patient encounters with diagnoses (<code class="do
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:04:08,672 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:16:43,304 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -705,7 +705,7 @@ <h2>Example 2. Get all female patient encounters with diagnoses (<code class="do
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:04:08,673 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.662382 s
+2024-10-11 12:16:43,307 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.670621 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -737,7 +737,7 @@ <h2>Example 3. Get potassium lab tests for female patients.<a class="headerlink"
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:04:08,968 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:16:43,597 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -745,7 +745,7 @@ <h2>Example 3. Get potassium lab tests for female patients.<a class="headerlink"
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:04:08,969 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.247393 s
+2024-10-11 12:16:43,599 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.243015 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -782,7 +782,7 @@ <h2>Example 4. Get AaDO2 carevue chart events for male patients that have a <cod
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:17:37,144 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:26:13,416 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -790,7 +790,7 @@ <h2>Example 4. Get AaDO2 carevue chart events for male patients that have a <cod
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:17:37,193 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 808.157255 s
+2024-10-11 12:26:13,418 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 569.750540 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
diff --git a/tutorials/mimiciii.ipynb b/tutorials/mimiciii.ipynb
index 9de6f37..b0cb6a8 100644
--- a/tutorials/mimiciii.ipynb
+++ b/tutorials/mimiciii.ipynb
@@ -35,10 +35,10 @@
    "id": "75a140e0-fb27-4319-862f-be54397abe5c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:03:52.359854Z",
-     "iopub.status.busy": "2024-10-11T14:03:52.358662Z",
-     "iopub.status.idle": "2024-10-11T14:04:06.737597Z",
-     "shell.execute_reply": "2024-10-11T14:04:06.735693Z"
+     "iopub.execute_input": "2024-10-11T16:16:27.594684Z",
+     "iopub.status.busy": "2024-10-11T16:16:27.594107Z",
+     "iopub.status.idle": "2024-10-11T16:16:41.379078Z",
+     "shell.execute_reply": "2024-10-11T16:16:41.377066Z"
     },
     "tags": []
    },
@@ -47,7 +47,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:04:00,312 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2024-10-11 12:16:35,205 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -94,10 +94,10 @@
    "id": "c1efa964-8978-4a0e-9892-5ea4ce9953a3",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:04:06.745311Z",
-     "iopub.status.busy": "2024-10-11T14:04:06.744461Z",
-     "iopub.status.idle": "2024-10-11T14:04:06.966818Z",
-     "shell.execute_reply": "2024-10-11T14:04:06.965099Z"
+     "iopub.execute_input": "2024-10-11T16:16:41.387034Z",
+     "iopub.status.busy": "2024-10-11T16:16:41.385726Z",
+     "iopub.status.idle": "2024-10-11T16:16:41.598909Z",
+     "shell.execute_reply": "2024-10-11T16:16:41.597134Z"
     },
     "tags": []
    },
@@ -106,14 +106,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:04:06,957 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:16:41,589 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:04:06,959 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.204972 s\n"
+      "2024-10-11 12:16:41,591 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.195912 s\n"
      ]
     },
     {
@@ -150,10 +150,10 @@
    "id": "a7ab5fa3-e26b-47a7-818f-1bf367a55760",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:04:06.974489Z",
-     "iopub.status.busy": "2024-10-11T14:04:06.973474Z",
-     "iopub.status.idle": "2024-10-11T14:04:08.681313Z",
-     "shell.execute_reply": "2024-10-11T14:04:08.679550Z"
+     "iopub.execute_input": "2024-10-11T16:16:41.606274Z",
+     "iopub.status.busy": "2024-10-11T16:16:41.605493Z",
+     "iopub.status.idle": "2024-10-11T16:16:43.314273Z",
+     "shell.execute_reply": "2024-10-11T16:16:43.312502Z"
     },
     "tags": []
    },
@@ -162,14 +162,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:04:08,672 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:16:43,304 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:04:08,673 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.662382 s\n"
+      "2024-10-11 12:16:43,307 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.670621 s\n"
      ]
     },
     {
@@ -211,10 +211,10 @@
    "id": "24043abc-1878-4e00-8229-36d4a0368b98",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:04:08.688878Z",
-     "iopub.status.busy": "2024-10-11T14:04:08.687529Z",
-     "iopub.status.idle": "2024-10-11T14:04:08.977298Z",
-     "shell.execute_reply": "2024-10-11T14:04:08.975468Z"
+     "iopub.execute_input": "2024-10-11T16:16:43.322609Z",
+     "iopub.status.busy": "2024-10-11T16:16:43.321014Z",
+     "iopub.status.idle": "2024-10-11T16:16:43.607302Z",
+     "shell.execute_reply": "2024-10-11T16:16:43.605541Z"
     },
     "tags": []
    },
@@ -223,14 +223,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:04:08,968 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:16:43,597 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:04:08,969 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.247393 s\n"
+      "2024-10-11 12:16:43,599 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.243015 s\n"
      ]
     },
     {
@@ -264,10 +264,10 @@
    "id": "f6142f27-e8d1-453c-bfe2-2265d9ff1914",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:04:08.984896Z",
-     "iopub.status.busy": "2024-10-11T14:04:08.983925Z",
-     "iopub.status.idle": "2024-10-11T14:17:37.202045Z",
-     "shell.execute_reply": "2024-10-11T14:17:37.200034Z"
+     "iopub.execute_input": "2024-10-11T16:16:43.614733Z",
+     "iopub.status.busy": "2024-10-11T16:16:43.613854Z",
+     "iopub.status.idle": "2024-10-11T16:26:13.425794Z",
+     "shell.execute_reply": "2024-10-11T16:26:13.424001Z"
     },
     "tags": []
    },
@@ -276,14 +276,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:17:37,144 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:26:13,416 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:17:37,193 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 808.157255 s\n"
+      "2024-10-11 12:26:13,418 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 569.750540 s\n"
      ]
     },
     {
diff --git a/tutorials/mimiciv.html b/tutorials/mimiciv.html
index 250b0bb..6dc89d6 100644
--- a/tutorials/mimiciv.html
+++ b/tutorials/mimiciv.html
@@ -615,7 +615,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:01,492 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2024-10-11 12:26:26,259 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -660,7 +660,7 @@ <h2>Example 1. Get all patient admissions from 2021 or later (approx year of adm
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:06,253 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:26:29,154 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -668,7 +668,7 @@ <h2>Example 1. Get all patient admissions from 2021 or later (approx year of adm
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:06,255 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 2.310790 s
+2024-10-11 12:26:29,156 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.515460 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -713,7 +713,7 @@ <h2>Example 2. Get all patient encounters with diagnoses (<code class="docutils
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:21,279 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:26:36,327 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -721,7 +721,7 @@ <h2>Example 2. Get all patient encounters with diagnoses (<code class="docutils
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:21,281 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 14.957633 s
+2024-10-11 12:26:36,330 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 7.096999 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -766,7 +766,7 @@ <h2>Example 3. Advanced - uses <code class="docutils literal notranslate"><span
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:25,069 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:26:40,202 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -774,7 +774,7 @@ <h2>Example 3. Advanced - uses <code class="docutils literal notranslate"><span
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:25,071 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 3.714619 s
+2024-10-11 12:26:40,204 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 3.800780 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -815,7 +815,7 @@ <h2>Example 4. Get routine vital signs for patients from year 2015.<a class="hea
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:30,629 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:26:44,028 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -823,7 +823,7 @@ <h2>Example 4. Get routine vital signs for patients from year 2015.<a class="hea
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:30,631 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 5.485932 s
+2024-10-11 12:26:44,030 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 3.759222 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -864,7 +864,7 @@ <h2>Example 5. Get hemoglobin lab tests for patients from year 2009.<a class="he
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:36,946 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:26:49,580 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -872,7 +872,7 @@ <h2>Example 5. Get hemoglobin lab tests for patients from year 2009.<a class="he
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:18:36,948 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 6.241206 s
+2024-10-11 12:26:49,582 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 5.479934 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -919,7 +919,7 @@ <h2>Example 6. Get radiology reports and filter on keywords <code class="docutil
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:08,323 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:28:00,509 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -927,7 +927,7 @@ <h2>Example 6. Get radiology reports and filter on keywords <code class="docutil
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:08,325 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 91.312438 s
+2024-10-11 12:28:00,511 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 70.867995 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -970,7 +970,7 @@ <h2>Example 7. Get all female patient encounters from year 2015, and return batc
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:09,656 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:28:01,742 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -978,7 +978,7 @@ <h2>Example 7. Get all female patient encounters from year 2015, and return batc
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:09,658 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.229999 s
+2024-10-11 12:28:01,744 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.131031 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -1006,7 +1006,7 @@ <h2>Example 8. Running a raw SQL string.<a class="headerlink" href="#Example-8.-
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:10,129 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:28:02,130 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -1014,7 +1014,7 @@ <h2>Example 8. Running a raw SQL string.<a class="headerlink" href="#Example-8.-
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:10,131 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.014086 s
+2024-10-11 12:28:02,132 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.014000 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
diff --git a/tutorials/mimiciv.ipynb b/tutorials/mimiciv.ipynb
index c0d95b2..fca240b 100644
--- a/tutorials/mimiciv.ipynb
+++ b/tutorials/mimiciv.ipynb
@@ -35,10 +35,10 @@
    "id": "53009e6b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:17:51.685153Z",
-     "iopub.status.busy": "2024-10-11T14:17:51.684514Z",
-     "iopub.status.idle": "2024-10-11T14:18:03.899007Z",
-     "shell.execute_reply": "2024-10-11T14:18:03.897038Z"
+     "iopub.execute_input": "2024-10-11T16:26:20.893763Z",
+     "iopub.status.busy": "2024-10-11T16:26:20.892772Z",
+     "iopub.status.idle": "2024-10-11T16:26:28.596124Z",
+     "shell.execute_reply": "2024-10-11T16:26:28.594168Z"
     },
     "tags": []
    },
@@ -47,7 +47,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:01,492 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2024-10-11 12:26:26,259 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -105,10 +105,10 @@
    "id": "cdfadaa4-6fd6-4fd7-85cf-e012aa0799e1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:18:03.907058Z",
-     "iopub.status.busy": "2024-10-11T14:18:03.905425Z",
-     "iopub.status.idle": "2024-10-11T14:18:06.263688Z",
-     "shell.execute_reply": "2024-10-11T14:18:06.261604Z"
+     "iopub.execute_input": "2024-10-11T16:26:28.603888Z",
+     "iopub.status.busy": "2024-10-11T16:26:28.602564Z",
+     "iopub.status.idle": "2024-10-11T16:26:29.164140Z",
+     "shell.execute_reply": "2024-10-11T16:26:29.162361Z"
     }
    },
    "outputs": [
@@ -116,14 +116,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:06,253 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:26:29,154 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:06,255 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 2.310790 s\n"
+      "2024-10-11 12:26:29,156 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.515460 s\n"
      ]
     },
     {
@@ -160,10 +160,10 @@
    "id": "a89a9cf0",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:18:06.271128Z",
-     "iopub.status.busy": "2024-10-11T14:18:06.269719Z",
-     "iopub.status.idle": "2024-10-11T14:18:21.290085Z",
-     "shell.execute_reply": "2024-10-11T14:18:21.288056Z"
+     "iopub.execute_input": "2024-10-11T16:26:29.171233Z",
+     "iopub.status.busy": "2024-10-11T16:26:29.170359Z",
+     "iopub.status.idle": "2024-10-11T16:26:36.337665Z",
+     "shell.execute_reply": "2024-10-11T16:26:36.335907Z"
     }
    },
    "outputs": [
@@ -171,14 +171,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:21,279 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:26:36,327 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:21,281 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 14.957633 s\n"
+      "2024-10-11 12:26:36,330 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 7.096999 s\n"
      ]
     },
     {
@@ -225,10 +225,10 @@
    "id": "03936cee",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:18:21.298853Z",
-     "iopub.status.busy": "2024-10-11T14:18:21.297508Z",
-     "iopub.status.idle": "2024-10-11T14:18:25.080157Z",
-     "shell.execute_reply": "2024-10-11T14:18:25.078296Z"
+     "iopub.execute_input": "2024-10-11T16:26:36.345397Z",
+     "iopub.status.busy": "2024-10-11T16:26:36.344286Z",
+     "iopub.status.idle": "2024-10-11T16:26:40.212468Z",
+     "shell.execute_reply": "2024-10-11T16:26:40.210633Z"
     }
    },
    "outputs": [
@@ -236,14 +236,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:25,069 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:26:40,202 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:25,071 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 3.714619 s\n"
+      "2024-10-11 12:26:40,204 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 3.800780 s\n"
      ]
     },
     {
@@ -290,10 +290,10 @@
    "id": "56a72377",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:18:25.088192Z",
-     "iopub.status.busy": "2024-10-11T14:18:25.086821Z",
-     "iopub.status.idle": "2024-10-11T14:18:30.640389Z",
-     "shell.execute_reply": "2024-10-11T14:18:30.638481Z"
+     "iopub.execute_input": "2024-10-11T16:26:40.219503Z",
+     "iopub.status.busy": "2024-10-11T16:26:40.218094Z",
+     "iopub.status.idle": "2024-10-11T16:26:44.037378Z",
+     "shell.execute_reply": "2024-10-11T16:26:44.035667Z"
     }
    },
    "outputs": [
@@ -301,14 +301,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:30,629 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:26:44,028 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:30,631 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 5.485932 s\n"
+      "2024-10-11 12:26:44,030 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 3.759222 s\n"
      ]
     },
     {
@@ -351,10 +351,10 @@
    "id": "bce11f81",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:18:30.648126Z",
-     "iopub.status.busy": "2024-10-11T14:18:30.647042Z",
-     "iopub.status.idle": "2024-10-11T14:18:36.955682Z",
-     "shell.execute_reply": "2024-10-11T14:18:36.953952Z"
+     "iopub.execute_input": "2024-10-11T16:26:44.044013Z",
+     "iopub.status.busy": "2024-10-11T16:26:44.042940Z",
+     "iopub.status.idle": "2024-10-11T16:26:49.589361Z",
+     "shell.execute_reply": "2024-10-11T16:26:49.587659Z"
     }
    },
    "outputs": [
@@ -362,14 +362,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:36,946 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:26:49,580 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:18:36,948 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 6.241206 s\n"
+      "2024-10-11 12:26:49,582 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 5.479934 s\n"
      ]
     },
     {
@@ -412,10 +412,10 @@
    "id": "f00d270c-d78f-4dc0-8dae-ff4d52958c8b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:18:36.963684Z",
-     "iopub.status.busy": "2024-10-11T14:18:36.962224Z",
-     "iopub.status.idle": "2024-10-11T14:20:08.333276Z",
-     "shell.execute_reply": "2024-10-11T14:20:08.331501Z"
+     "iopub.execute_input": "2024-10-11T16:26:49.596516Z",
+     "iopub.status.busy": "2024-10-11T16:26:49.595448Z",
+     "iopub.status.idle": "2024-10-11T16:28:00.518971Z",
+     "shell.execute_reply": "2024-10-11T16:28:00.517229Z"
     },
     "tags": []
    },
@@ -424,14 +424,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:08,323 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:28:00,509 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:08,325 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 91.312438 s\n"
+      "2024-10-11 12:28:00,511 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 70.867995 s\n"
      ]
     },
     {
@@ -480,10 +480,10 @@
    "id": "28683d70-376e-4d9b-883d-1a7de634e455",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:20:08.341166Z",
-     "iopub.status.busy": "2024-10-11T14:20:08.339709Z",
-     "iopub.status.idle": "2024-10-11T14:20:10.107163Z",
-     "shell.execute_reply": "2024-10-11T14:20:10.105260Z"
+     "iopub.execute_input": "2024-10-11T16:28:00.526105Z",
+     "iopub.status.busy": "2024-10-11T16:28:00.525303Z",
+     "iopub.status.idle": "2024-10-11T16:28:02.108507Z",
+     "shell.execute_reply": "2024-10-11T16:28:02.106665Z"
     }
    },
    "outputs": [
@@ -491,14 +491,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:09,656 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:28:01,742 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:09,658 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.229999 s\n"
+      "2024-10-11 12:28:01,744 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.131031 s\n"
      ]
     },
     {
@@ -543,10 +543,10 @@
    "id": "a853deec",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:20:10.115220Z",
-     "iopub.status.busy": "2024-10-11T14:20:10.114079Z",
-     "iopub.status.idle": "2024-10-11T14:20:10.138383Z",
-     "shell.execute_reply": "2024-10-11T14:20:10.136659Z"
+     "iopub.execute_input": "2024-10-11T16:28:02.116016Z",
+     "iopub.status.busy": "2024-10-11T16:28:02.114890Z",
+     "iopub.status.idle": "2024-10-11T16:28:02.139558Z",
+     "shell.execute_reply": "2024-10-11T16:28:02.137899Z"
     },
     "tags": []
    },
@@ -555,14 +555,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:10,129 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:28:02,130 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:10,131 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.014086 s\n"
+      "2024-10-11 12:28:02,132 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.014000 s\n"
      ]
     },
     {
diff --git a/tutorials/omop.html b/tutorials/omop.html
index 32866a3..50cf19c 100644
--- a/tutorials/omop.html
+++ b/tutorials/omop.html
@@ -623,7 +623,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:23,549 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2024-10-11 12:28:11,217 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -698,7 +698,7 @@ <h2>Example 1. Get all patient visits in or after 2010.<a class="headerlink" hre
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:25,407 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:28:12,837 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -706,7 +706,7 @@ <h2>Example 1. Get all patient visits in or after 2010.<a class="headerlink" hre
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:25,410 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.568863 s
+2024-10-11 12:28:12,838 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.328618 s
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -764,7 +764,7 @@ <h2>Example 2. Get measurements for all visits in or after 2020.<a class="header
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:26,797 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:28:13,854 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -772,7 +772,7 @@ <h2>Example 2. Get measurements for all visits in or after 2020.<a class="header
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:26,799 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.892611 s
+2024-10-11 12:28:13,856 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.691309 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -818,7 +818,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:34,968 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2024-10-11 12:28:21,190 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -858,7 +858,7 @@ <h2>Example 1. Get all patient visits that ended in a mortality outcome in or af
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:42,992 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:28:28,979 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -866,7 +866,7 @@ <h2>Example 1. Get all patient visits that ended in a mortality outcome in or af
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:20:42,994 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.276970 s
+2024-10-11 12:28:28,981 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.169106 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -922,7 +922,7 @@ <h2>Example 2. Get all measurements for female patient visits with <code class="
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:25:23,932 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-10-11 12:32:34,822 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -930,7 +930,7 @@ <h2>Example 2. Get all measurements for female patient visits with <code class="
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-10-11 10:25:23,934 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 280.691683 s
+2024-10-11 12:32:34,824 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 245.573900 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -956,28 +956,8 @@ <h2>Example 2. Get all measurements for female patient visits with <code class="
 <div class="output_area docutils container">
 <div class="highlight"><pre>
 measurement_concept_name
-Respiratory rate                                                         52
-No matching concept                                                      21
-Glasgow coma score motor                                                  8
-Imipenem [Susceptibility] by Disk diffusion (KB)                          1
-Trimethoprim+Sulfamethoxazole [Susceptibility] by Disk diffusion (KB)     1
-Nitrofurantoin [Susceptibility] by Disk diffusion (KB)                    1
-Ciprofloxacin [Susceptibility] by Disk diffusion (KB)                     1
-cefTRIAXone [Susceptibility] by Disk diffusion (KB)                       1
-cefTAZidime [Susceptibility] by Disk diffusion (KB)                       1
-levoFLOXacin [Susceptibility] by Disk diffusion (KB)                      1
-Tobramycin [Susceptibility] by Disk diffusion (KB)                        1
-Gentamicin [Susceptibility] by Disk diffusion (KB)                        1
-Cefepime [Susceptibility] by Disk diffusion (KB)                          1
-Piperacillin+Tazobactam [Susceptibility] by Disk diffusion (KB)           1
-Ampicillin [Susceptibility] by Disk diffusion (KB)                        1
-Meropenem [Susceptibility] by Disk diffusion (KB)                         1
-Cefuroxime Parenteral [Susceptibility] by Disk diffusion (KB)             1
-ceFAZolin [Susceptibility] by Disk diffusion (KB)                         1
-Ampicillin+Sulbactam [Susceptibility] by Disk diffusion (KB)              1
-Piperacillin [Susceptibility] by Disk diffusion (KB)                      1
-Bacteria identified in Blood product unit.autologous by Culture           1
-Bacteria identified in Urine by Culture                                   1
+Body weight            51
+No matching concept    49
 Name: count, dtype: int64[pyarrow]
 </pre></div></div>
 </div>
diff --git a/tutorials/omop.ipynb b/tutorials/omop.ipynb
index 2b3f98a..4c10e06 100644
--- a/tutorials/omop.ipynb
+++ b/tutorials/omop.ipynb
@@ -45,10 +45,10 @@
    "id": "53009e6b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:20:17.931387Z",
-     "iopub.status.busy": "2024-10-11T14:20:17.930459Z",
-     "iopub.status.idle": "2024-10-11T14:20:24.791593Z",
-     "shell.execute_reply": "2024-10-11T14:20:24.789865Z"
+     "iopub.execute_input": "2024-10-11T16:28:06.720179Z",
+     "iopub.status.busy": "2024-10-11T16:28:06.719099Z",
+     "iopub.status.idle": "2024-10-11T16:28:12.458670Z",
+     "shell.execute_reply": "2024-10-11T16:28:12.456929Z"
     }
    },
    "outputs": [
@@ -56,7 +56,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:23,549 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2024-10-11 12:28:11,217 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -151,10 +151,10 @@
    "id": "3a3d9cb9-fe40-45b8-ba2f-8de52a3b7f4f",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:20:24.799559Z",
-     "iopub.status.busy": "2024-10-11T14:20:24.797936Z",
-     "iopub.status.idle": "2024-10-11T14:20:25.796608Z",
-     "shell.execute_reply": "2024-10-11T14:20:25.794840Z"
+     "iopub.execute_input": "2024-10-11T16:28:12.466027Z",
+     "iopub.status.busy": "2024-10-11T16:28:12.464963Z",
+     "iopub.status.idle": "2024-10-11T16:28:13.052933Z",
+     "shell.execute_reply": "2024-10-11T16:28:13.051255Z"
     }
    },
    "outputs": [
@@ -162,14 +162,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:25,407 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:28:12,837 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:25,410 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.568863 s\n"
+      "2024-10-11 12:28:12,838 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.328618 s\n"
      ]
     },
     {
@@ -227,10 +227,10 @@
    "id": "030e2491-a7cc-42f3-a1ca-618212b3524c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:20:25.804188Z",
-     "iopub.status.busy": "2024-10-11T14:20:25.803187Z",
-     "iopub.status.idle": "2024-10-11T14:20:26.806825Z",
-     "shell.execute_reply": "2024-10-11T14:20:26.804948Z"
+     "iopub.execute_input": "2024-10-11T16:28:13.061057Z",
+     "iopub.status.busy": "2024-10-11T16:28:13.059349Z",
+     "iopub.status.idle": "2024-10-11T16:28:13.864072Z",
+     "shell.execute_reply": "2024-10-11T16:28:13.862151Z"
     }
    },
    "outputs": [
@@ -238,14 +238,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:26,797 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:28:13,854 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:26,799 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.892611 s\n"
+      "2024-10-11 12:28:13,856 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.691309 s\n"
      ]
     },
     {
@@ -303,10 +303,10 @@
    "id": "0622b3df-2864-4f32-bd98-806019f59c50",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:20:26.815828Z",
-     "iopub.status.busy": "2024-10-11T14:20:26.814005Z",
-     "iopub.status.idle": "2024-10-11T14:20:41.646355Z",
-     "shell.execute_reply": "2024-10-11T14:20:41.644718Z"
+     "iopub.execute_input": "2024-10-11T16:28:13.872091Z",
+     "iopub.status.busy": "2024-10-11T16:28:13.870966Z",
+     "iopub.status.idle": "2024-10-11T16:28:27.736614Z",
+     "shell.execute_reply": "2024-10-11T16:28:27.734703Z"
     },
     "tags": []
    },
@@ -315,7 +315,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:34,968 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2024-10-11 12:28:21,190 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -357,10 +357,10 @@
    "id": "40ff2e83-75e4-4119-aa33-26f95e63ddaa",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:20:41.653888Z",
-     "iopub.status.busy": "2024-10-11T14:20:41.653061Z",
-     "iopub.status.idle": "2024-10-11T14:20:43.001614Z",
-     "shell.execute_reply": "2024-10-11T14:20:42.999935Z"
+     "iopub.execute_input": "2024-10-11T16:28:27.744630Z",
+     "iopub.status.busy": "2024-10-11T16:28:27.743292Z",
+     "iopub.status.idle": "2024-10-11T16:28:28.988318Z",
+     "shell.execute_reply": "2024-10-11T16:28:28.986570Z"
     },
     "tags": []
    },
@@ -369,14 +369,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:42,992 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:28:28,979 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:20:42,994 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.276970 s\n"
+      "2024-10-11 12:28:28,981 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.169106 s\n"
      ]
     },
     {
@@ -419,10 +419,10 @@
    "id": "46fd771c-5da7-4bce-aec7-08a5210a069b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:20:43.009278Z",
-     "iopub.status.busy": "2024-10-11T14:20:43.007852Z",
-     "iopub.status.idle": "2024-10-11T14:25:23.942520Z",
-     "shell.execute_reply": "2024-10-11T14:25:23.940757Z"
+     "iopub.execute_input": "2024-10-11T16:28:28.995249Z",
+     "iopub.status.busy": "2024-10-11T16:28:28.994611Z",
+     "iopub.status.idle": "2024-10-11T16:32:34.833022Z",
+     "shell.execute_reply": "2024-10-11T16:32:34.830972Z"
     },
     "tags": []
    },
@@ -431,14 +431,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:25:23,932 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-10-11 12:32:34,822 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-10-11 10:25:23,934 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 280.691683 s\n"
+      "2024-10-11 12:32:34,824 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 245.573900 s\n"
      ]
     },
     {
@@ -488,10 +488,10 @@
    "id": "d20a2581-f613-4ab8-9feb-3e84b8835db1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-10-11T14:25:24.001717Z",
-     "iopub.status.busy": "2024-10-11T14:25:24.000976Z",
-     "iopub.status.idle": "2024-10-11T14:25:24.765883Z",
-     "shell.execute_reply": "2024-10-11T14:25:24.763631Z"
+     "iopub.execute_input": "2024-10-11T16:32:34.852201Z",
+     "iopub.status.busy": "2024-10-11T16:32:34.851356Z",
+     "iopub.status.idle": "2024-10-11T16:32:35.021791Z",
+     "shell.execute_reply": "2024-10-11T16:32:35.019701Z"
     },
     "tags": []
    },
@@ -500,28 +500,8 @@
      "data": {
       "text/plain": [
        "measurement_concept_name\n",
-       "Respiratory rate                                                         52\n",
-       "No matching concept                                                      21\n",
-       "Glasgow coma score motor                                                  8\n",
-       "Imipenem [Susceptibility] by Disk diffusion (KB)                          1\n",
-       "Trimethoprim+Sulfamethoxazole [Susceptibility] by Disk diffusion (KB)     1\n",
-       "Nitrofurantoin [Susceptibility] by Disk diffusion (KB)                    1\n",
-       "Ciprofloxacin [Susceptibility] by Disk diffusion (KB)                     1\n",
-       "cefTRIAXone [Susceptibility] by Disk diffusion (KB)                       1\n",
-       "cefTAZidime [Susceptibility] by Disk diffusion (KB)                       1\n",
-       "levoFLOXacin [Susceptibility] by Disk diffusion (KB)                      1\n",
-       "Tobramycin [Susceptibility] by Disk diffusion (KB)                        1\n",
-       "Gentamicin [Susceptibility] by Disk diffusion (KB)                        1\n",
-       "Cefepime [Susceptibility] by Disk diffusion (KB)                          1\n",
-       "Piperacillin+Tazobactam [Susceptibility] by Disk diffusion (KB)           1\n",
-       "Ampicillin [Susceptibility] by Disk diffusion (KB)                        1\n",
-       "Meropenem [Susceptibility] by Disk diffusion (KB)                         1\n",
-       "Cefuroxime Parenteral [Susceptibility] by Disk diffusion (KB)             1\n",
-       "ceFAZolin [Susceptibility] by Disk diffusion (KB)                         1\n",
-       "Ampicillin+Sulbactam [Susceptibility] by Disk diffusion (KB)              1\n",
-       "Piperacillin [Susceptibility] by Disk diffusion (KB)                      1\n",
-       "Bacteria identified in Blood product unit.autologous by Culture           1\n",
-       "Bacteria identified in Urine by Culture                                   1\n",
+       "Body weight            51\n",
+       "No matching concept    49\n",
        "Name: count, dtype: int64[pyarrow]"
       ]
      },