diff --git a/searchindex.js b/searchindex.js
index 117b997..eb9943c 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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"cycquery.ops.ConditionEndsWith": [[28, "cycquery-ops-conditionendswith"]], "cycquery.ops.ConditionEquals": [[29, "cycquery-ops-conditionequals"]], "cycquery.ops.ConditionGreaterThan": [[30, "cycquery-ops-conditiongreaterthan"]], "cycquery.ops.ConditionIn": [[31, "cycquery-ops-conditionin"]], "cycquery.ops.ConditionInMonths": [[32, "cycquery-ops-conditioninmonths"]], "cycquery.ops.ConditionInYears": [[33, "cycquery-ops-conditioninyears"]], "cycquery.ops.ConditionLessThan": [[34, "cycquery-ops-conditionlessthan"]], "cycquery.ops.ConditionLike": [[35, "cycquery-ops-conditionlike"]], "cycquery.ops.ConditionRegexMatch": [[36, "cycquery-ops-conditionregexmatch"]], "cycquery.ops.ConditionStartsWith": [[37, "cycquery-ops-conditionstartswith"]], "cycquery.ops.ConditionSubstring": [[38, "cycquery-ops-conditionsubstring"]], "cycquery.ops.Count": [[39, "cycquery-ops-count"]], "cycquery.ops.Distinct": [[40, "cycquery-ops-distinct"]], "cycquery.ops.Drop": [[41, "cycquery-ops-drop"]], "cycquery.ops.DropEmpty": [[42, "cycquery-ops-dropempty"]], "cycquery.ops.DropNulls": [[43, "cycquery-ops-dropnulls"]], "cycquery.ops.ExtractTimestampComponent": [[44, "cycquery-ops-extracttimestampcomponent"]], "cycquery.ops.FillNull": [[45, "cycquery-ops-fillnull"]], "cycquery.ops.GroupByAggregate": [[46, "cycquery-ops-groupbyaggregate"]], "cycquery.ops.Join": [[47, "cycquery-ops-join"]], "cycquery.ops.Keep": [[48, "cycquery-ops-keep"]], "cycquery.ops.Limit": [[49, "cycquery-ops-limit"]], "cycquery.ops.Literal": [[50, "cycquery-ops-literal"]], "cycquery.ops.Or": [[51, "cycquery-ops-or"]], "cycquery.ops.OrderBy": [[52, "cycquery-ops-orderby"]], "cycquery.ops.QueryOp": [[53, "cycquery-ops-queryop"]], "cycquery.ops.RandomizeOrder": [[54, "cycquery-ops-randomizeorder"]], "cycquery.ops.Rename": [[55, "cycquery-ops-rename"]], "cycquery.ops.Reorder": [[56, "cycquery-ops-reorder"]], "cycquery.ops.ReorderAfter": [[57, "cycquery-ops-reorderafter"]], "cycquery.ops.Sequential": [[58, "cycquery-ops-sequential"]], "cycquery.ops.Substring": [[59, "cycquery-ops-substring"]], "cycquery.ops.Trim": [[60, "cycquery-ops-trim"]], "cycquery.ops.Union": [[61, "cycquery-ops-union"]], "cycquery": [[62, "module-cycquery"]], "dataset APIs": [[62, "dataset-apis"]], "Tutorials": [[63, "tutorials"]], "eICU-CRD tutorial": [[64, "eICU-CRD-tutorial"]], "Imports and instantiate EICUQuerier": [[64, "Imports-and-instantiate-EICUQuerier"]], "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 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 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 glucose medications (substring search) for female patients discharged in 2014.": [[64, "Example-4.-Get-glucose-medications-(substring-search)-for-female-patients-discharged-in-2014."]], "GEMINI tutorial": [[65, "GEMINI-tutorial"]], "Imports and instantiate GEMINIQuerier.": [[65, "Imports-and-instantiate-GEMINIQuerier."]], "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 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?"]], "MIMIC-III tutorial": [[66, "MIMIC-III-tutorial"]], "Imports and instantiate MIMICIIIQuerier": [[66, "Imports-and-instantiate-MIMICIIIQuerier"]], "Example 1. Get all male patients with a mortality outcome.": [[66, "Example-1.-Get-all-male-patients-with-a-mortality-outcome."]], "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 3. Get potassium lab tests for female patients.": [[66, "Example-3.-Get-potassium-lab-tests-for-female-patients."]], "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."]], "MIMIC-IV tutorial": [[67, "MIMIC-IV-tutorial"]], "Imports and instantiate MIMICIVQuerier": [[67, "Imports-and-instantiate-MIMICIVQuerier"]], "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 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 3. Advanced - uses ConditionRegexMatch from cyclops.query.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-cyclops.query.ops.-Get-all-patient-encounters-with-diagnoses-(ICD-9-long-title-contains-schizophrenia-and-chronic-),-in-the-year-2015."]], "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."]], "OMOP tutorial": [[68, "OMOP-tutorial"]], "Imports and instantiate OMOPQuerier.": [[68, "Imports-and-instantiate-OMOPQuerier."], [68, "id1"]], "Example 1. Get all patient visits in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-in-or-after-2010."]], "Example 2. Get measurements for all visits in or after 2020.": [[68, "Example-2.-Get-measurements-for-all-visits-in-or-after-2020."]], "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 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."]]}, "indexentries": {"cycquery.base": [[4, "module-cycquery.base"]], "module": [[4, "module-cycquery.base"], [6, "module-cycquery.eicu"], [8, "module-cycquery.gemini"], [10, "module-cycquery.interface"], [12, "module-cycquery.mimiciii"], [14, "module-cycquery.mimiciv"], [16, "module-cycquery.omop"], [18, "module-cycquery.ops"], [62, "module-cycquery"]], "datasetquerier (class in cycquery.base)": [[5, "cycquery.base.DatasetQuerier"]], "db (datasetquerier attribute)": [[5, "cycquery.base.DatasetQuerier.db"]], "get_table() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.get_table"]], "list_columns() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_columns"]], "list_custom_tables() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_custom_tables"]], "list_schemas() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_schemas"]], "list_tables() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_tables"]], "cycquery.eicu": [[6, "module-cycquery.eicu"]], "eicuquerier (class in cycquery.eicu)": [[7, "cycquery.eicu.EICUQuerier"]], "get_table() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.get_table"]], "list_columns() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_columns"]], "list_custom_tables() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_custom_tables"]], "list_schemas() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_schemas"]], "list_tables() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_tables"]], "cycquery.gemini": [[8, "module-cycquery.gemini"]], "geminiquerier (class in cycquery.gemini)": [[9, "cycquery.gemini.GEMINIQuerier"]], "care_units() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.care_units"]], "diagnoses() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.diagnoses"]], "get_table() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.get_table"]], "imaging() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.imaging"]], "ip_admin() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.ip_admin"]], "list_columns() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_columns"]], "list_custom_tables() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_custom_tables"]], "list_schemas() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_schemas"]], "list_tables() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_tables"]], "room_transfer() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.room_transfer"]], "cycquery.interface": [[10, "module-cycquery.interface"]], "queryinterface (class in cycquery.interface)": [[11, "cycquery.interface.QueryInterface"]], "__init__() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.__init__"]], "clear_data() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.clear_data"]], "data (queryinterface property)": [[11, "cycquery.interface.QueryInterface.data"]], "join() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.join"]], "ops() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.ops"]], "run() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.run"]], "save() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.save"]], "union() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.union"]], "union_all() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.union_all"]], "cycquery.mimiciii": [[12, "module-cycquery.mimiciii"]], "mimiciiiquerier (class in cycquery.mimiciii)": [[13, "cycquery.mimiciii.MIMICIIIQuerier"]], "chartevents() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.chartevents"]], "diagnoses() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.diagnoses"]], "get_table() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.get_table"]], "labevents() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.labevents"]], "list_columns() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_columns"]], "list_custom_tables() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_custom_tables"]], "list_schemas() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_schemas"]], "list_tables() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_tables"]], "cycquery.mimiciv": [[14, "module-cycquery.mimiciv"]], "mimicivquerier (class in cycquery.mimiciv)": [[15, "cycquery.mimiciv.MIMICIVQuerier"]], "chartevents() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.chartevents"]], "diagnoses() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.diagnoses"]], "get_table() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.get_table"]], "labevents() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.labevents"]], "list_columns() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_columns"]], "list_custom_tables() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_custom_tables"]], "list_schemas() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_schemas"]], "list_tables() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_tables"]], "patients() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.patients"]], "cycquery.omop": [[16, "module-cycquery.omop"]], "omopquerier (class in cycquery.omop)": [[17, "cycquery.omop.OMOPQuerier"]], "get_table() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.get_table"]], "list_columns() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_columns"]], "list_custom_tables() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_custom_tables"]], "list_schemas() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_schemas"]], "list_tables() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_tables"]], "map_concept_ids_to_name() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.map_concept_ids_to_name"]], "measurement() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.measurement"]], "observation() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.observation"]], "person() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.person"]], "visit_detail() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.visit_detail"]], "visit_occurrence() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.visit_occurrence"]], "cycquery.ops": [[18, "module-cycquery.ops"]], "addcolumn (class in cycquery.ops)": [[19, "cycquery.ops.AddColumn"]], "__call__() (addcolumn method)": [[19, "cycquery.ops.AddColumn.__call__"]], "adddeltacolumn (class in cycquery.ops)": [[20, "cycquery.ops.AddDeltaColumn"]], "__call__() (adddeltacolumn method)": [[20, "cycquery.ops.AddDeltaColumn.__call__"]], "adddeltaconstant (class in cycquery.ops)": [[21, "cycquery.ops.AddDeltaConstant"]], "__call__() (adddeltaconstant method)": [[21, "cycquery.ops.AddDeltaConstant.__call__"]], "addnumeric (class in cycquery.ops)": [[22, "cycquery.ops.AddNumeric"]], "__call__() (addnumeric method)": [[22, "cycquery.ops.AddNumeric.__call__"]], "and (class in cycquery.ops)": [[23, "cycquery.ops.And"]], "__call__() (and method)": [[23, "cycquery.ops.And.__call__"]], "apply (class in cycquery.ops)": [[24, "cycquery.ops.Apply"]], "__call__() (apply method)": [[24, "cycquery.ops.Apply.__call__"]], "cast (class in cycquery.ops)": [[25, "cycquery.ops.Cast"]], "__call__() (cast method)": [[25, "cycquery.ops.Cast.__call__"]], "conditionafterdate (class in cycquery.ops)": [[26, "cycquery.ops.ConditionAfterDate"]], "__call__() (conditionafterdate method)": [[26, "cycquery.ops.ConditionAfterDate.__call__"]], "conditionbeforedate (class in cycquery.ops)": [[27, "cycquery.ops.ConditionBeforeDate"]], "__call__() (conditionbeforedate method)": [[27, "cycquery.ops.ConditionBeforeDate.__call__"]], "conditionendswith (class in cycquery.ops)": [[28, "cycquery.ops.ConditionEndsWith"]], "__call__() (conditionendswith method)": [[28, "cycquery.ops.ConditionEndsWith.__call__"]], "conditionequals (class in cycquery.ops)": [[29, "cycquery.ops.ConditionEquals"]], "__call__() (conditionequals method)": [[29, "cycquery.ops.ConditionEquals.__call__"]], "conditiongreaterthan (class in cycquery.ops)": [[30, "cycquery.ops.ConditionGreaterThan"]], "__call__() (conditiongreaterthan method)": [[30, "cycquery.ops.ConditionGreaterThan.__call__"]], "conditionin (class in cycquery.ops)": [[31, "cycquery.ops.ConditionIn"]], "__call__() (conditionin method)": [[31, "cycquery.ops.ConditionIn.__call__"]], "conditioninmonths (class in cycquery.ops)": [[32, "cycquery.ops.ConditionInMonths"]], "__call__() (conditioninmonths method)": [[32, "cycquery.ops.ConditionInMonths.__call__"]], "conditioninyears (class in cycquery.ops)": [[33, "cycquery.ops.ConditionInYears"]], "__call__() (conditioninyears method)": [[33, "cycquery.ops.ConditionInYears.__call__"]], "conditionlessthan (class in cycquery.ops)": [[34, "cycquery.ops.ConditionLessThan"]], "__call__() (conditionlessthan method)": [[34, "cycquery.ops.ConditionLessThan.__call__"]], "conditionlike (class in cycquery.ops)": [[35, "cycquery.ops.ConditionLike"]], "__call__() (conditionlike method)": [[35, "cycquery.ops.ConditionLike.__call__"]], "conditionregexmatch (class in cycquery.ops)": [[36, "cycquery.ops.ConditionRegexMatch"]], "__call__() (conditionregexmatch method)": [[36, "cycquery.ops.ConditionRegexMatch.__call__"]], 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"batch": 67, "partit": 67, "index": 67, "subject_id": 67, "8": 67, "run": 67, "raw": 67, "sql": 67, "string": 67, "visit": 68, "after": 68, "2010": 68, "measur": 68, "2020": 68, "end": 68, "sepsi": 68}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.todo": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.intersphinx": 1, "nbsphinx": 4, "sphinx": 60}, "alltitles": {"API Reference": [[0, "api-reference"]], "Contributing to cyclops-query": [[1, "contributing-to-cyclops-query"]], "Pre-commit hooks": [[1, "pre-commit-hooks"]], "Coding guidelines": [[1, "coding-guidelines"]], "Welcome to cyclops-query\u2019s documentation!": [[2, "welcome-to-cyclops-query-s-documentation"]], "Contents:": [[2, null]], "cyclops-query": [[3, "cyclops-query"]], "\ud83d\udc23 Getting Started": [[3, "getting-started"]], "Installing cyclops-query using pip": [[3, "installing-cyclops-query-using-pip"]], "Query postgresql database": [[3, "query-postgresql-database"]], "\ud83e\uddd1\ud83c\udfff\u200d\ud83d\udcbb Developing": [[3, "developing"]], "Using poetry": [[3, "using-poetry"]], "Contributing": [[3, "contributing"]], "\ud83d\udcda Documentation": [[3, "documentation"]], "\ud83c\udf93 Citation": [[3, "citation"]], "cycquery.base": [[4, "module-cycquery.base"]], "cycquery.base.DatasetQuerier": [[5, "cycquery-base-datasetquerier"]], "cycquery.eicu": [[6, "module-cycquery.eicu"]], "cycquery.eicu.EICUQuerier": [[7, "cycquery-eicu-eicuquerier"]], "cycquery.gemini": [[8, "module-cycquery.gemini"]], "cycquery.gemini.GEMINIQuerier": [[9, "cycquery-gemini-geminiquerier"]], "cycquery.interface": [[10, "module-cycquery.interface"]], "cycquery.interface.QueryInterface": [[11, "cycquery-interface-queryinterface"]], "cycquery.mimiciii": [[12, "module-cycquery.mimiciii"]], "cycquery.mimiciii.MIMICIIIQuerier": [[13, "cycquery-mimiciii-mimiciiiquerier"]], "cycquery.mimiciv": [[14, "module-cycquery.mimiciv"]], "cycquery.mimiciv.MIMICIVQuerier": [[15, "cycquery-mimiciv-mimicivquerier"]], "cycquery.omop": [[16, "module-cycquery.omop"]], "cycquery.omop.OMOPQuerier": [[17, "cycquery-omop-omopquerier"]], "cycquery.ops": [[18, "module-cycquery.ops"]], "cycquery.ops.AddColumn": [[19, "cycquery-ops-addcolumn"]], "cycquery.ops.AddDeltaColumn": [[20, "cycquery-ops-adddeltacolumn"]], "cycquery.ops.AddDeltaConstant": [[21, "cycquery-ops-adddeltaconstant"]], "cycquery.ops.AddNumeric": [[22, "cycquery-ops-addnumeric"]], "cycquery.ops.And": [[23, "cycquery-ops-and"]], "cycquery.ops.Apply": [[24, "cycquery-ops-apply"]], "cycquery.ops.Cast": [[25, "cycquery-ops-cast"]], "cycquery.ops.ConditionAfterDate": [[26, "cycquery-ops-conditionafterdate"]], "cycquery.ops.ConditionBeforeDate": [[27, "cycquery-ops-conditionbeforedate"]], "cycquery.ops.ConditionEndsWith": [[28, "cycquery-ops-conditionendswith"]], "cycquery.ops.ConditionEquals": [[29, "cycquery-ops-conditionequals"]], "cycquery.ops.ConditionGreaterThan": [[30, "cycquery-ops-conditiongreaterthan"]], "cycquery.ops.ConditionIn": [[31, "cycquery-ops-conditionin"]], "cycquery.ops.ConditionInMonths": [[32, "cycquery-ops-conditioninmonths"]], "cycquery.ops.ConditionInYears": [[33, "cycquery-ops-conditioninyears"]], "cycquery.ops.ConditionLessThan": [[34, "cycquery-ops-conditionlessthan"]], "cycquery.ops.ConditionLike": [[35, "cycquery-ops-conditionlike"]], "cycquery.ops.ConditionRegexMatch": [[36, "cycquery-ops-conditionregexmatch"]], "cycquery.ops.ConditionStartsWith": [[37, "cycquery-ops-conditionstartswith"]], "cycquery.ops.ConditionSubstring": [[38, "cycquery-ops-conditionsubstring"]], "cycquery.ops.Count": [[39, "cycquery-ops-count"]], "cycquery.ops.Distinct": [[40, "cycquery-ops-distinct"]], "cycquery.ops.Drop": [[41, "cycquery-ops-drop"]], "cycquery.ops.DropEmpty": [[42, "cycquery-ops-dropempty"]], "cycquery.ops.DropNulls": [[43, "cycquery-ops-dropnulls"]], "cycquery.ops.ExtractTimestampComponent": [[44, "cycquery-ops-extracttimestampcomponent"]], "cycquery.ops.FillNull": [[45, "cycquery-ops-fillnull"]], "cycquery.ops.GroupByAggregate": [[46, "cycquery-ops-groupbyaggregate"]], "cycquery.ops.Join": [[47, "cycquery-ops-join"]], "cycquery.ops.Keep": [[48, "cycquery-ops-keep"]], "cycquery.ops.Limit": [[49, "cycquery-ops-limit"]], "cycquery.ops.Literal": [[50, "cycquery-ops-literal"]], "cycquery.ops.Or": [[51, "cycquery-ops-or"]], "cycquery.ops.OrderBy": [[52, "cycquery-ops-orderby"]], "cycquery.ops.QueryOp": [[53, "cycquery-ops-queryop"]], "cycquery.ops.RandomizeOrder": [[54, "cycquery-ops-randomizeorder"]], "cycquery.ops.Rename": [[55, "cycquery-ops-rename"]], "cycquery.ops.Reorder": [[56, "cycquery-ops-reorder"]], "cycquery.ops.ReorderAfter": [[57, "cycquery-ops-reorderafter"]], "cycquery.ops.Sequential": [[58, "cycquery-ops-sequential"]], "cycquery.ops.Substring": [[59, "cycquery-ops-substring"]], "cycquery.ops.Trim": [[60, "cycquery-ops-trim"]], "cycquery.ops.Union": [[61, "cycquery-ops-union"]], "cycquery": [[62, "module-cycquery"]], "dataset APIs": [[62, "dataset-apis"]], "Tutorials": [[63, "tutorials"]], "eICU-CRD tutorial": [[64, "eICU-CRD-tutorial"]], "Imports and instantiate EICUQuerier": [[64, "Imports-and-instantiate-EICUQuerier"]], "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 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 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 glucose medications (substring search) for female patients discharged in 2014.": [[64, "Example-4.-Get-glucose-medications-(substring-search)-for-female-patients-discharged-in-2014."]], "GEMINI tutorial": [[65, "GEMINI-tutorial"]], "Imports and instantiate GEMINIQuerier.": [[65, "Imports-and-instantiate-GEMINIQuerier."]], "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 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?"]], "MIMIC-III tutorial": [[66, "MIMIC-III-tutorial"]], "Imports and instantiate MIMICIIIQuerier": [[66, "Imports-and-instantiate-MIMICIIIQuerier"]], "Example 1. Get all male patients with a mortality outcome.": [[66, "Example-1.-Get-all-male-patients-with-a-mortality-outcome."]], "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 3. Get potassium lab tests for female patients.": [[66, "Example-3.-Get-potassium-lab-tests-for-female-patients."]], "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."]], "MIMIC-IV tutorial": [[67, "MIMIC-IV-tutorial"]], "Imports and instantiate MIMICIVQuerier": [[67, "Imports-and-instantiate-MIMICIVQuerier"]], "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 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 3. Advanced - uses ConditionRegexMatch from cyclops.query.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-cyclops.query.ops.-Get-all-patient-encounters-with-diagnoses-(ICD-9-long-title-contains-schizophrenia-and-chronic-),-in-the-year-2015."]], "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."]], "OMOP tutorial": [[68, "OMOP-tutorial"]], "Imports and instantiate OMOPQuerier.": [[68, "Imports-and-instantiate-OMOPQuerier."], [68, "id1"]], "Example 1. Get all patient visits in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-in-or-after-2010."]], "Example 2. Get measurements for all visits in or after 2020.": [[68, "Example-2.-Get-measurements-for-all-visits-in-or-after-2020."]], "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 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."]]}, "indexentries": {"cycquery.base": [[4, "module-cycquery.base"]], "module": [[4, "module-cycquery.base"], [6, "module-cycquery.eicu"], [8, "module-cycquery.gemini"], [10, "module-cycquery.interface"], [12, "module-cycquery.mimiciii"], [14, "module-cycquery.mimiciv"], [16, "module-cycquery.omop"], [18, "module-cycquery.ops"], [62, "module-cycquery"]], "datasetquerier (class in cycquery.base)": [[5, "cycquery.base.DatasetQuerier"]], "db (datasetquerier attribute)": [[5, "cycquery.base.DatasetQuerier.db"]], "get_table() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.get_table"]], "list_columns() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_columns"]], "list_custom_tables() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_custom_tables"]], "list_schemas() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_schemas"]], "list_tables() (datasetquerier method)": [[5, "cycquery.base.DatasetQuerier.list_tables"]], "cycquery.eicu": [[6, "module-cycquery.eicu"]], "eicuquerier (class in cycquery.eicu)": [[7, "cycquery.eicu.EICUQuerier"]], "get_table() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.get_table"]], "list_columns() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_columns"]], "list_custom_tables() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_custom_tables"]], "list_schemas() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_schemas"]], "list_tables() (eicuquerier method)": [[7, "cycquery.eicu.EICUQuerier.list_tables"]], "cycquery.gemini": [[8, "module-cycquery.gemini"]], "geminiquerier (class in cycquery.gemini)": [[9, "cycquery.gemini.GEMINIQuerier"]], "care_units() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.care_units"]], "diagnoses() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.diagnoses"]], "get_table() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.get_table"]], "imaging() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.imaging"]], "ip_admin() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.ip_admin"]], "list_columns() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_columns"]], "list_custom_tables() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_custom_tables"]], "list_schemas() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_schemas"]], "list_tables() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.list_tables"]], "room_transfer() (geminiquerier method)": [[9, "cycquery.gemini.GEMINIQuerier.room_transfer"]], "cycquery.interface": [[10, "module-cycquery.interface"]], "queryinterface (class in cycquery.interface)": [[11, "cycquery.interface.QueryInterface"]], "__init__() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.__init__"]], "clear_data() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.clear_data"]], "data (queryinterface property)": [[11, "cycquery.interface.QueryInterface.data"]], "join() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.join"]], "ops() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.ops"]], "run() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.run"]], "save() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.save"]], "union() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.union"]], "union_all() (queryinterface method)": [[11, "cycquery.interface.QueryInterface.union_all"]], "cycquery.mimiciii": [[12, "module-cycquery.mimiciii"]], "mimiciiiquerier (class in cycquery.mimiciii)": [[13, "cycquery.mimiciii.MIMICIIIQuerier"]], "chartevents() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.chartevents"]], "diagnoses() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.diagnoses"]], "get_table() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.get_table"]], "labevents() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.labevents"]], "list_columns() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_columns"]], "list_custom_tables() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_custom_tables"]], "list_schemas() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_schemas"]], "list_tables() (mimiciiiquerier method)": [[13, "cycquery.mimiciii.MIMICIIIQuerier.list_tables"]], "cycquery.mimiciv": [[14, "module-cycquery.mimiciv"]], "mimicivquerier (class in cycquery.mimiciv)": [[15, "cycquery.mimiciv.MIMICIVQuerier"]], "chartevents() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.chartevents"]], "diagnoses() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.diagnoses"]], "get_table() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.get_table"]], "labevents() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.labevents"]], "list_columns() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_columns"]], "list_custom_tables() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_custom_tables"]], "list_schemas() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_schemas"]], "list_tables() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.list_tables"]], "patients() (mimicivquerier method)": [[15, "cycquery.mimiciv.MIMICIVQuerier.patients"]], "cycquery.omop": [[16, "module-cycquery.omop"]], "omopquerier (class in cycquery.omop)": [[17, "cycquery.omop.OMOPQuerier"]], "get_table() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.get_table"]], "list_columns() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_columns"]], "list_custom_tables() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_custom_tables"]], "list_schemas() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_schemas"]], "list_tables() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.list_tables"]], "map_concept_ids_to_name() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.map_concept_ids_to_name"]], "measurement() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.measurement"]], "observation() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.observation"]], "person() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.person"]], "visit_detail() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.visit_detail"]], "visit_occurrence() (omopquerier method)": [[17, "cycquery.omop.OMOPQuerier.visit_occurrence"]], "cycquery.ops": [[18, "module-cycquery.ops"]], "addcolumn (class in cycquery.ops)": [[19, "cycquery.ops.AddColumn"]], "__call__() (addcolumn method)": [[19, "cycquery.ops.AddColumn.__call__"]], "adddeltacolumn (class in cycquery.ops)": [[20, "cycquery.ops.AddDeltaColumn"]], "__call__() (adddeltacolumn method)": [[20, "cycquery.ops.AddDeltaColumn.__call__"]], "adddeltaconstant (class in cycquery.ops)": [[21, "cycquery.ops.AddDeltaConstant"]], "__call__() (adddeltaconstant method)": [[21, "cycquery.ops.AddDeltaConstant.__call__"]], "addnumeric (class in cycquery.ops)": [[22, "cycquery.ops.AddNumeric"]], "__call__() (addnumeric method)": [[22, "cycquery.ops.AddNumeric.__call__"]], "and (class in cycquery.ops)": [[23, "cycquery.ops.And"]], "__call__() (and method)": [[23, "cycquery.ops.And.__call__"]], "apply (class in cycquery.ops)": [[24, "cycquery.ops.Apply"]], "__call__() (apply method)": [[24, "cycquery.ops.Apply.__call__"]], "cast (class in cycquery.ops)": [[25, "cycquery.ops.Cast"]], "__call__() (cast method)": [[25, "cycquery.ops.Cast.__call__"]], "conditionafterdate (class in cycquery.ops)": [[26, "cycquery.ops.ConditionAfterDate"]], "__call__() (conditionafterdate method)": [[26, "cycquery.ops.ConditionAfterDate.__call__"]], "conditionbeforedate (class in cycquery.ops)": [[27, "cycquery.ops.ConditionBeforeDate"]], "__call__() (conditionbeforedate method)": [[27, "cycquery.ops.ConditionBeforeDate.__call__"]], "conditionendswith (class in cycquery.ops)": [[28, "cycquery.ops.ConditionEndsWith"]], "__call__() (conditionendswith method)": [[28, "cycquery.ops.ConditionEndsWith.__call__"]], "conditionequals (class in cycquery.ops)": [[29, "cycquery.ops.ConditionEquals"]], "__call__() (conditionequals method)": [[29, "cycquery.ops.ConditionEquals.__call__"]], "conditiongreaterthan (class in cycquery.ops)": [[30, "cycquery.ops.ConditionGreaterThan"]], "__call__() (conditiongreaterthan method)": [[30, "cycquery.ops.ConditionGreaterThan.__call__"]], "conditionin (class in cycquery.ops)": [[31, "cycquery.ops.ConditionIn"]], "__call__() (conditionin method)": [[31, "cycquery.ops.ConditionIn.__call__"]], "conditioninmonths (class in cycquery.ops)": [[32, "cycquery.ops.ConditionInMonths"]], "__call__() (conditioninmonths method)": [[32, "cycquery.ops.ConditionInMonths.__call__"]], "conditioninyears (class in cycquery.ops)": [[33, "cycquery.ops.ConditionInYears"]], "__call__() (conditioninyears method)": [[33, "cycquery.ops.ConditionInYears.__call__"]], "conditionlessthan (class in cycquery.ops)": [[34, "cycquery.ops.ConditionLessThan"]], "__call__() (conditionlessthan method)": [[34, "cycquery.ops.ConditionLessThan.__call__"]], "conditionlike (class in cycquery.ops)": [[35, "cycquery.ops.ConditionLike"]], "__call__() (conditionlike method)": [[35, "cycquery.ops.ConditionLike.__call__"]], "conditionregexmatch (class in cycquery.ops)": [[36, "cycquery.ops.ConditionRegexMatch"]], "__call__() (conditionregexmatch method)": [[36, "cycquery.ops.ConditionRegexMatch.__call__"]], "conditionstartswith (class in cycquery.ops)": [[37, "cycquery.ops.ConditionStartsWith"]], "__call__() (conditionstartswith method)": [[37, "cycquery.ops.ConditionStartsWith.__call__"]], "conditionsubstring (class in cycquery.ops)": [[38, "cycquery.ops.ConditionSubstring"]], "__call__() (conditionsubstring method)": [[38, "cycquery.ops.ConditionSubstring.__call__"]], "count (class in cycquery.ops)": [[39, "cycquery.ops.Count"]], "__call__() (count method)": [[39, "cycquery.ops.Count.__call__"]], "distinct (class in cycquery.ops)": [[40, "cycquery.ops.Distinct"]], "__call__() (distinct method)": [[40, "cycquery.ops.Distinct.__call__"]], "drop (class in cycquery.ops)": [[41, "cycquery.ops.Drop"]], "__call__() (drop method)": [[41, "cycquery.ops.Drop.__call__"]], "dropempty (class in cycquery.ops)": [[42, "cycquery.ops.DropEmpty"]], "__call__() (dropempty method)": [[42, "cycquery.ops.DropEmpty.__call__"]], "dropnulls (class in cycquery.ops)": [[43, "cycquery.ops.DropNulls"]], "__call__() (dropnulls method)": [[43, "cycquery.ops.DropNulls.__call__"]], "extracttimestampcomponent (class in cycquery.ops)": [[44, "cycquery.ops.ExtractTimestampComponent"]], "__call__() (extracttimestampcomponent method)": [[44, "cycquery.ops.ExtractTimestampComponent.__call__"]], "fillnull (class in cycquery.ops)": [[45, "cycquery.ops.FillNull"]], "__call__() (fillnull method)": [[45, "cycquery.ops.FillNull.__call__"]], "groupbyaggregate (class in cycquery.ops)": [[46, "cycquery.ops.GroupByAggregate"]], "__call__() (groupbyaggregate method)": [[46, "cycquery.ops.GroupByAggregate.__call__"]], "join (class in cycquery.ops)": [[47, "cycquery.ops.Join"]], "__call__() (join method)": [[47, "cycquery.ops.Join.__call__"]], "keep (class in cycquery.ops)": [[48, "cycquery.ops.Keep"]], "__call__() (keep method)": [[48, "cycquery.ops.Keep.__call__"]], "limit (class in cycquery.ops)": [[49, "cycquery.ops.Limit"]], "__call__() (limit method)": [[49, "cycquery.ops.Limit.__call__"]], "literal (class in cycquery.ops)": [[50, "cycquery.ops.Literal"]], "__call__() (literal method)": [[50, "cycquery.ops.Literal.__call__"]], "or (class in cycquery.ops)": [[51, "cycquery.ops.Or"]], "__call__() (or method)": [[51, "cycquery.ops.Or.__call__"]], "orderby (class in cycquery.ops)": [[52, "cycquery.ops.OrderBy"]], "__call__() (orderby method)": [[52, "cycquery.ops.OrderBy.__call__"]], "queryop (class in cycquery.ops)": [[53, "cycquery.ops.QueryOp"]], "__call__() (queryop method)": [[53, "cycquery.ops.QueryOp.__call__"]], "randomizeorder (class in cycquery.ops)": [[54, "cycquery.ops.RandomizeOrder"]], "__call__() (randomizeorder method)": [[54, "cycquery.ops.RandomizeOrder.__call__"]], "rename (class in cycquery.ops)": [[55, "cycquery.ops.Rename"]], "__call__() (rename method)": [[55, "cycquery.ops.Rename.__call__"]], "reorder (class in cycquery.ops)": [[56, "cycquery.ops.Reorder"]], "__call__() (reorder method)": [[56, "cycquery.ops.Reorder.__call__"]], "reorderafter (class in cycquery.ops)": [[57, "cycquery.ops.ReorderAfter"]], "__call__() (reorderafter method)": [[57, "cycquery.ops.ReorderAfter.__call__"]], "sequential (class in cycquery.ops)": [[58, "cycquery.ops.Sequential"]], "__add__() (sequential method)": [[58, "cycquery.ops.Sequential.__add__"]], "__call__() (sequential method)": [[58, "cycquery.ops.Sequential.__call__"]], "__init__() (sequential method)": [[58, "cycquery.ops.Sequential.__init__"]], "append() (sequential method)": [[58, "cycquery.ops.Sequential.append"]], "extend() (sequential method)": [[58, "cycquery.ops.Sequential.extend"]], "insert() (sequential method)": [[58, "cycquery.ops.Sequential.insert"]], "pop() (sequential method)": [[58, "cycquery.ops.Sequential.pop"]], "substring (class in cycquery.ops)": [[59, "cycquery.ops.Substring"]], "__call__() (substring method)": [[59, "cycquery.ops.Substring.__call__"]], "trim (class in cycquery.ops)": [[60, "cycquery.ops.Trim"]], "__call__() (trim method)": [[60, "cycquery.ops.Trim.__call__"]], "union (class in cycquery.ops)": [[61, "cycquery.ops.Union"]], "__call__() (union method)": [[61, "cycquery.ops.Union.__call__"]], "cycquery": [[62, "module-cycquery"]]}})
\ No newline at end of file
diff --git a/tutorials/eicu.html b/tutorials/eicu.html
index 4deaa49..cfca35c 100644
--- a/tutorials/eicu.html
+++ b/tutorials/eicu.html
@@ -478,7 +478,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2023-11-23 22:37:47,310 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2023-11-23 23:02:46,526 <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">
@@ -542,8 +542,8 @@ <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>
-2023-11-23 22:37:48,180 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:37:48,181 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.052660 s
+2023-11-23 23:02:47,372 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:02:47,373 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.049122 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -578,8 +578,8 @@ <h2>Example 2. Get all patient encounters with diagnoses (<code class="docutils
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2023-11-23 22:37:48,281 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:37:48,282 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.080187 s
+2023-11-23 23:02:47,470 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:02:47,471 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.076606 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -620,8 +620,8 @@ <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>
-2023-11-23 22:37:48,344 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:37:48,346 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.039138 s
+2023-11-23 23:02:47,536 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:02:47,537 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.042015 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -660,8 +660,8 @@ <h2>Example 4. Get glucose medications (substring search) for female patients di
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2023-11-23 22:37:48,542 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:37:48,543 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.173201 s
+2023-11-23 23:02:47,732 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:02:47,734 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.172433 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
diff --git a/tutorials/eicu.ipynb b/tutorials/eicu.ipynb
index ba4bca6..a8eeb4c 100644
--- a/tutorials/eicu.ipynb
+++ b/tutorials/eicu.ipynb
@@ -35,10 +35,10 @@
    "id": "75a140e0-fb27-4319-862f-be54397abe5c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:37:45.960929Z",
-     "iopub.status.busy": "2023-11-24T03:37:45.960436Z",
-     "iopub.status.idle": "2023-11-24T03:37:48.112756Z",
-     "shell.execute_reply": "2023-11-24T03:37:48.111242Z"
+     "iopub.execute_input": "2023-11-24T04:02:45.255676Z",
+     "iopub.status.busy": "2023-11-24T04:02:45.254871Z",
+     "iopub.status.idle": "2023-11-24T04:02:47.310521Z",
+     "shell.execute_reply": "2023-11-24T04:02:47.308493Z"
     },
     "tags": []
    },
@@ -47,7 +47,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:37:47,310 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2023-11-23 23:02:46,526 \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": "2023-11-24T03:37:48.119689Z",
-     "iopub.status.busy": "2023-11-24T03:37:48.118927Z",
-     "iopub.status.idle": "2023-11-24T03:37:48.187108Z",
-     "shell.execute_reply": "2023-11-24T03:37:48.185534Z"
+     "iopub.execute_input": "2023-11-24T04:02:47.318608Z",
+     "iopub.status.busy": "2023-11-24T04:02:47.318001Z",
+     "iopub.status.idle": "2023-11-24T04:02:47.380018Z",
+     "shell.execute_reply": "2023-11-24T04:02:47.378439Z"
     },
     "tags": []
    },
@@ -136,14 +136,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:37:48,180 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:02:47,372 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:37:48,181 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.052660 s\n"
+      "2023-11-23 23:02:47,373 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.049122 s\n"
      ]
     },
     {
@@ -180,10 +180,10 @@
    "id": "a7ab5fa3-e26b-47a7-818f-1bf367a55760",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:37:48.193117Z",
-     "iopub.status.busy": "2023-11-24T03:37:48.192679Z",
-     "iopub.status.idle": "2023-11-24T03:37:48.287590Z",
-     "shell.execute_reply": "2023-11-24T03:37:48.286710Z"
+     "iopub.execute_input": "2023-11-24T04:02:47.388281Z",
+     "iopub.status.busy": "2023-11-24T04:02:47.387707Z",
+     "iopub.status.idle": "2023-11-24T04:02:47.477725Z",
+     "shell.execute_reply": "2023-11-24T04:02:47.476146Z"
     },
     "tags": []
    },
@@ -192,14 +192,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:37:48,281 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:02:47,470 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:37:48,282 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.080187 s\n"
+      "2023-11-23 23:02:47,471 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.076606 s\n"
      ]
     },
     {
@@ -236,10 +236,10 @@
    "id": "24043abc-1878-4e00-8229-36d4a0368b98",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:37:48.291826Z",
-     "iopub.status.busy": "2023-11-24T03:37:48.291374Z",
-     "iopub.status.idle": "2023-11-24T03:37:48.351296Z",
-     "shell.execute_reply": "2023-11-24T03:37:48.350078Z"
+     "iopub.execute_input": "2023-11-24T04:02:47.484192Z",
+     "iopub.status.busy": "2023-11-24T04:02:47.483783Z",
+     "iopub.status.idle": "2023-11-24T04:02:47.543610Z",
+     "shell.execute_reply": "2023-11-24T04:02:47.542126Z"
     },
     "tags": []
    },
@@ -248,14 +248,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:37:48,344 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:02:47,536 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:37:48,346 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.039138 s\n"
+      "2023-11-23 23:02:47,537 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.042015 s\n"
      ]
     },
     {
@@ -298,10 +298,10 @@
    "id": "f6142f27-e8d1-453c-bfe2-2265d9ff1914",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:37:48.356834Z",
-     "iopub.status.busy": "2023-11-24T03:37:48.356507Z",
-     "iopub.status.idle": "2023-11-24T03:37:48.548821Z",
-     "shell.execute_reply": "2023-11-24T03:37:48.547656Z"
+     "iopub.execute_input": "2023-11-24T04:02:47.552203Z",
+     "iopub.status.busy": "2023-11-24T04:02:47.551770Z",
+     "iopub.status.idle": "2023-11-24T04:02:47.739998Z",
+     "shell.execute_reply": "2023-11-24T04:02:47.738444Z"
     },
     "tags": []
    },
@@ -310,14 +310,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:37:48,542 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:02:47,732 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:37:48,543 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.173201 s\n"
+      "2023-11-23 23:02:47,734 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.172433 s\n"
      ]
     },
     {
diff --git a/tutorials/mimiciii.html b/tutorials/mimiciii.html
index efafc26..9575f4d 100644
--- a/tutorials/mimiciii.html
+++ b/tutorials/mimiciii.html
@@ -478,7 +478,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2023-11-23 22:37:58,713 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2023-11-23 23:02:55,952 <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">
@@ -512,8 +512,8 @@ <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>
-2023-11-23 22:38:05,599 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:38:05,600 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.040093 s
+2023-11-23 23:03:02,968 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:03:02,970 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.041348 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -553,8 +553,8 @@ <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>
-2023-11-23 22:38:05,735 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:38:05,737 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.098095 s
+2023-11-23 23:03:03,110 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:03:03,112 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.106162 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -586,8 +586,8 @@ <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>
-2023-11-23 22:38:05,812 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:38:05,813 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.036237 s
+2023-11-23 23:03:03,184 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:03:03,186 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.038073 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -624,8 +624,8 @@ <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>
-2023-11-23 22:39:15,290 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:39:15,291 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 69.433935 s
+2023-11-23 23:04:12,719 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:04:12,720 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 69.493639 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
diff --git a/tutorials/mimiciii.ipynb b/tutorials/mimiciii.ipynb
index 902e83e..a261fcd 100644
--- a/tutorials/mimiciii.ipynb
+++ b/tutorials/mimiciii.ipynb
@@ -35,10 +35,10 @@
    "id": "75a140e0-fb27-4319-862f-be54397abe5c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:37:51.294382Z",
-     "iopub.status.busy": "2023-11-24T03:37:51.293870Z",
-     "iopub.status.idle": "2023-11-24T03:38:05.548744Z",
-     "shell.execute_reply": "2023-11-24T03:38:05.547219Z"
+     "iopub.execute_input": "2023-11-24T04:02:50.429360Z",
+     "iopub.status.busy": "2023-11-24T04:02:50.428712Z",
+     "iopub.status.idle": "2023-11-24T04:03:02.914891Z",
+     "shell.execute_reply": "2023-11-24T04:03:02.913605Z"
     },
     "tags": []
    },
@@ -47,7 +47,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:37:58,713 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2023-11-23 23:02:55,952 \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": "2023-11-24T03:38:05.553142Z",
-     "iopub.status.busy": "2023-11-24T03:38:05.552360Z",
-     "iopub.status.idle": "2023-11-24T03:38:05.607873Z",
-     "shell.execute_reply": "2023-11-24T03:38:05.606106Z"
+     "iopub.execute_input": "2023-11-24T04:03:02.921508Z",
+     "iopub.status.busy": "2023-11-24T04:03:02.920744Z",
+     "iopub.status.idle": "2023-11-24T04:03:02.976704Z",
+     "shell.execute_reply": "2023-11-24T04:03:02.975139Z"
     },
     "tags": []
    },
@@ -106,14 +106,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:38:05,599 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:03:02,968 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:38:05,600 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.040093 s\n"
+      "2023-11-23 23:03:02,970 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.041348 s\n"
      ]
     },
     {
@@ -150,10 +150,10 @@
    "id": "a7ab5fa3-e26b-47a7-818f-1bf367a55760",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:38:05.614722Z",
-     "iopub.status.busy": "2023-11-24T03:38:05.614197Z",
-     "iopub.status.idle": "2023-11-24T03:38:05.745131Z",
-     "shell.execute_reply": "2023-11-24T03:38:05.743247Z"
+     "iopub.execute_input": "2023-11-24T04:03:02.983876Z",
+     "iopub.status.busy": "2023-11-24T04:03:02.982958Z",
+     "iopub.status.idle": "2023-11-24T04:03:03.118529Z",
+     "shell.execute_reply": "2023-11-24T04:03:03.117027Z"
     },
     "tags": []
    },
@@ -162,14 +162,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:38:05,735 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:03:03,110 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:38:05,737 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.098095 s\n"
+      "2023-11-23 23:03:03,112 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.106162 s\n"
      ]
     },
     {
@@ -211,10 +211,10 @@
    "id": "24043abc-1878-4e00-8229-36d4a0368b98",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:38:05.752104Z",
-     "iopub.status.busy": "2023-11-24T03:38:05.751362Z",
-     "iopub.status.idle": "2023-11-24T03:38:05.820035Z",
-     "shell.execute_reply": "2023-11-24T03:38:05.818165Z"
+     "iopub.execute_input": "2023-11-24T04:03:03.125314Z",
+     "iopub.status.busy": "2023-11-24T04:03:03.124556Z",
+     "iopub.status.idle": "2023-11-24T04:03:03.191228Z",
+     "shell.execute_reply": "2023-11-24T04:03:03.189913Z"
     },
     "tags": []
    },
@@ -223,14 +223,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:38:05,812 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:03:03,184 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:38:05,813 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.036237 s\n"
+      "2023-11-23 23:03:03,186 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.038073 s\n"
      ]
     },
     {
@@ -264,10 +264,10 @@
    "id": "f6142f27-e8d1-453c-bfe2-2265d9ff1914",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:38:05.829013Z",
-     "iopub.status.busy": "2023-11-24T03:38:05.828515Z",
-     "iopub.status.idle": "2023-11-24T03:39:15.295462Z",
-     "shell.execute_reply": "2023-11-24T03:39:15.294591Z"
+     "iopub.execute_input": "2023-11-24T04:03:03.198534Z",
+     "iopub.status.busy": "2023-11-24T04:03:03.197950Z",
+     "iopub.status.idle": "2023-11-24T04:04:12.723747Z",
+     "shell.execute_reply": "2023-11-24T04:04:12.722861Z"
     },
     "tags": []
    },
@@ -276,14 +276,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:39:15,290 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:04:12,719 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:39:15,291 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 69.433935 s\n"
+      "2023-11-23 23:04:12,720 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 69.493639 s\n"
      ]
     },
     {
diff --git a/tutorials/mimiciv.html b/tutorials/mimiciv.html
index 50a5fe8..3f5b665 100644
--- a/tutorials/mimiciv.html
+++ b/tutorials/mimiciv.html
@@ -482,7 +482,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2023-11-23 22:39:20,348 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2023-11-23 23:04:17,458 <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">
@@ -527,8 +527,8 @@ <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>
-2023-11-23 22:39:23,281 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:39:23,282 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.199134 s
+2023-11-23 23:04:20,446 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:04:20,447 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.216739 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -573,8 +573,8 @@ <h2>Example 2. Get all patient encounters with diagnoses (<code class="docutils
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2023-11-23 22:39:23,934 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:39:23,935 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.611809 s
+2023-11-23 23:04:21,311 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:04:21,312 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.818591 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -619,8 +619,8 @@ <h2>Example 3. Advanced - uses <code class="docutils literal notranslate"><span
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2023-11-23 22:39:25,453 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:39:25,454 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.474806 s
+2023-11-23 23:04:22,881 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:04:22,882 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.521143 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -661,8 +661,8 @@ <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>
-2023-11-23 22:40:50,768 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:40:50,770 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 85.286734 s
+2023-11-23 23:05:42,951 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:05:42,952 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 80.028161 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -703,8 +703,8 @@ <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>
-2023-11-23 22:41:57,034 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:41:57,035 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 66.222633 s
+2023-11-23 23:06:48,258 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:06:48,260 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 65.272793 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -751,8 +751,8 @@ <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>
-2023-11-23 22:42:04,740 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:42:04,741 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 7.664807 s
+2023-11-23 23:06:56,241 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:06:56,243 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 7.956646 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -795,8 +795,8 @@ <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>
-2023-11-23 22:42:05,089 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:42:05,091 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.307930 s
+2023-11-23 23:06:56,680 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:06:56,681 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.390611 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -824,8 +824,8 @@ <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>
-2023-11-23 22:42:05,255 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:42:05,256 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.006093 s
+2023-11-23 23:06:56,844 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:06:56,845 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.007669 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
diff --git a/tutorials/mimiciv.ipynb b/tutorials/mimiciv.ipynb
index ea6a450..cdbff91 100644
--- a/tutorials/mimiciv.ipynb
+++ b/tutorials/mimiciv.ipynb
@@ -35,10 +35,10 @@
    "id": "53009e6b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:39:17.251584Z",
-     "iopub.status.busy": "2023-11-24T03:39:17.251090Z",
-     "iopub.status.idle": "2023-11-24T03:39:23.055796Z",
-     "shell.execute_reply": "2023-11-24T03:39:23.054025Z"
+     "iopub.execute_input": "2023-11-24T04:04:14.734820Z",
+     "iopub.status.busy": "2023-11-24T04:04:14.734320Z",
+     "iopub.status.idle": "2023-11-24T04:04:20.200782Z",
+     "shell.execute_reply": "2023-11-24T04:04:20.198875Z"
     },
     "tags": []
    },
@@ -47,7 +47,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:39:20,348 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2023-11-23 23:04:17,458 \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": "2023-11-24T03:39:23.064812Z",
-     "iopub.status.busy": "2023-11-24T03:39:23.063994Z",
-     "iopub.status.idle": "2023-11-24T03:39:23.287136Z",
-     "shell.execute_reply": "2023-11-24T03:39:23.286185Z"
+     "iopub.execute_input": "2023-11-24T04:04:20.207840Z",
+     "iopub.status.busy": "2023-11-24T04:04:20.207192Z",
+     "iopub.status.idle": "2023-11-24T04:04:20.455190Z",
+     "shell.execute_reply": "2023-11-24T04:04:20.453584Z"
     }
    },
    "outputs": [
@@ -116,14 +116,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:39:23,281 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:04:20,446 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:39:23,282 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.199134 s\n"
+      "2023-11-23 23:04:20,447 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.216739 s\n"
      ]
     },
     {
@@ -160,10 +160,10 @@
    "id": "a89a9cf0",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:39:23.293585Z",
-     "iopub.status.busy": "2023-11-24T03:39:23.293148Z",
-     "iopub.status.idle": "2023-11-24T03:39:23.940880Z",
-     "shell.execute_reply": "2023-11-24T03:39:23.939536Z"
+     "iopub.execute_input": "2023-11-24T04:04:20.461369Z",
+     "iopub.status.busy": "2023-11-24T04:04:20.460851Z",
+     "iopub.status.idle": "2023-11-24T04:04:21.319512Z",
+     "shell.execute_reply": "2023-11-24T04:04:21.317923Z"
     }
    },
    "outputs": [
@@ -171,14 +171,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:39:23,934 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:04:21,311 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:39:23,935 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.611809 s\n"
+      "2023-11-23 23:04:21,312 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.818591 s\n"
      ]
     },
     {
@@ -225,10 +225,10 @@
    "id": "03936cee",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:39:23.946975Z",
-     "iopub.status.busy": "2023-11-24T03:39:23.946309Z",
-     "iopub.status.idle": "2023-11-24T03:39:25.457594Z",
-     "shell.execute_reply": "2023-11-24T03:39:25.456988Z"
+     "iopub.execute_input": "2023-11-24T04:04:21.326430Z",
+     "iopub.status.busy": "2023-11-24T04:04:21.325951Z",
+     "iopub.status.idle": "2023-11-24T04:04:22.888030Z",
+     "shell.execute_reply": "2023-11-24T04:04:22.886790Z"
     }
    },
    "outputs": [
@@ -236,14 +236,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:39:25,453 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:04:22,881 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:39:25,454 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.474806 s\n"
+      "2023-11-23 23:04:22,882 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.521143 s\n"
      ]
     },
     {
@@ -290,10 +290,10 @@
    "id": "56a72377",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:39:25.464551Z",
-     "iopub.status.busy": "2023-11-24T03:39:25.464222Z",
-     "iopub.status.idle": "2023-11-24T03:40:50.775556Z",
-     "shell.execute_reply": "2023-11-24T03:40:50.774359Z"
+     "iopub.execute_input": "2023-11-24T04:04:22.893888Z",
+     "iopub.status.busy": "2023-11-24T04:04:22.893317Z",
+     "iopub.status.idle": "2023-11-24T04:05:42.956139Z",
+     "shell.execute_reply": "2023-11-24T04:05:42.955234Z"
     }
    },
    "outputs": [
@@ -301,14 +301,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:40:50,768 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:05:42,951 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:40:50,770 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 85.286734 s\n"
+      "2023-11-23 23:05:42,952 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 80.028161 s\n"
      ]
     },
     {
@@ -351,10 +351,10 @@
    "id": "bce11f81",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:40:50.782326Z",
-     "iopub.status.busy": "2023-11-24T03:40:50.781679Z",
-     "iopub.status.idle": "2023-11-24T03:41:57.040652Z",
-     "shell.execute_reply": "2023-11-24T03:41:57.039479Z"
+     "iopub.execute_input": "2023-11-24T04:05:42.963801Z",
+     "iopub.status.busy": "2023-11-24T04:05:42.963353Z",
+     "iopub.status.idle": "2023-11-24T04:06:48.263447Z",
+     "shell.execute_reply": "2023-11-24T04:06:48.262830Z"
     }
    },
    "outputs": [
@@ -362,14 +362,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:41:57,034 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:06:48,258 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:41:57,035 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 66.222633 s\n"
+      "2023-11-23 23:06:48,260 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 65.272793 s\n"
      ]
     },
     {
@@ -412,10 +412,10 @@
    "id": "f00d270c-d78f-4dc0-8dae-ff4d52958c8b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:41:57.048159Z",
-     "iopub.status.busy": "2023-11-24T03:41:57.047467Z",
-     "iopub.status.idle": "2023-11-24T03:42:04.748038Z",
-     "shell.execute_reply": "2023-11-24T03:42:04.746509Z"
+     "iopub.execute_input": "2023-11-24T04:06:48.271741Z",
+     "iopub.status.busy": "2023-11-24T04:06:48.271383Z",
+     "iopub.status.idle": "2023-11-24T04:06:56.248669Z",
+     "shell.execute_reply": "2023-11-24T04:06:56.247485Z"
     },
     "tags": []
    },
@@ -424,14 +424,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:04,740 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:06:56,241 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:04,741 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 7.664807 s\n"
+      "2023-11-23 23:06:56,243 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 7.956646 s\n"
      ]
     },
     {
@@ -480,10 +480,10 @@
    "id": "28683d70-376e-4d9b-883d-1a7de634e455",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:42:04.756972Z",
-     "iopub.status.busy": "2023-11-24T03:42:04.756682Z",
-     "iopub.status.idle": "2023-11-24T03:42:05.243227Z",
-     "shell.execute_reply": "2023-11-24T03:42:05.242242Z"
+     "iopub.execute_input": "2023-11-24T04:06:56.253007Z",
+     "iopub.status.busy": "2023-11-24T04:06:56.252615Z",
+     "iopub.status.idle": "2023-11-24T04:06:56.830881Z",
+     "shell.execute_reply": "2023-11-24T04:06:56.830026Z"
     }
    },
    "outputs": [
@@ -491,14 +491,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:05,089 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:06:56,680 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:05,091 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.307930 s\n"
+      "2023-11-23 23:06:56,681 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.390611 s\n"
      ]
     },
     {
@@ -543,10 +543,10 @@
    "id": "a853deec",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:42:05.249047Z",
-     "iopub.status.busy": "2023-11-24T03:42:05.248572Z",
-     "iopub.status.idle": "2023-11-24T03:42:05.260818Z",
-     "shell.execute_reply": "2023-11-24T03:42:05.259788Z"
+     "iopub.execute_input": "2023-11-24T04:06:56.836422Z",
+     "iopub.status.busy": "2023-11-24T04:06:56.835981Z",
+     "iopub.status.idle": "2023-11-24T04:06:56.849061Z",
+     "shell.execute_reply": "2023-11-24T04:06:56.848138Z"
     },
     "tags": []
    },
@@ -555,14 +555,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:05,255 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:06:56,844 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:05,256 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.006093 s\n"
+      "2023-11-23 23:06:56,845 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.007669 s\n"
      ]
     },
     {
diff --git a/tutorials/omop.html b/tutorials/omop.html
index 2d4e12d..168962e 100644
--- a/tutorials/omop.html
+++ b/tutorials/omop.html
@@ -487,7 +487,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2023-11-23 22:42:09,381 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2023-11-23 23:07:00,764 <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">
@@ -561,8 +561,8 @@ <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>
-2023-11-23 22:42:10,882 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:42:10,884 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.062023 s
+2023-11-23 23:07:02,295 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:07:02,297 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.084236 s
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -620,8 +620,8 @@ <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>
-2023-11-23 22:42:10,992 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:42:10,993 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.059403 s
+2023-11-23 23:07:02,418 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:07:02,420 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.065712 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -667,7 +667,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2023-11-23 22:42:17,739 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2023-11-23 23:07:07,790 <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">
@@ -707,8 +707,8 @@ <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>
-2023-11-23 22:42:25,667 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:42:25,668 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.932004 s
+2023-11-23 23:07:15,655 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:07:15,656 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.957588 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -764,8 +764,8 @@ <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>
-2023-11-23 22:42:41,542 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
-2023-11-23 22:42:41,543 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 15.802630 s
+2023-11-23 23:07:31,650 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2023-11-23 23:07:31,651 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 15.916609 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
diff --git a/tutorials/omop.ipynb b/tutorials/omop.ipynb
index 4cc7a59..d6575a3 100644
--- a/tutorials/omop.ipynb
+++ b/tutorials/omop.ipynb
@@ -45,10 +45,10 @@
    "id": "53009e6b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:42:07.452208Z",
-     "iopub.status.busy": "2023-11-24T03:42:07.451655Z",
-     "iopub.status.idle": "2023-11-24T03:42:10.788872Z",
-     "shell.execute_reply": "2023-11-24T03:42:10.787171Z"
+     "iopub.execute_input": "2023-11-24T04:06:58.890103Z",
+     "iopub.status.busy": "2023-11-24T04:06:58.889613Z",
+     "iopub.status.idle": "2023-11-24T04:07:02.179908Z",
+     "shell.execute_reply": "2023-11-24T04:07:02.178011Z"
     }
    },
    "outputs": [
@@ -56,7 +56,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:09,381 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2023-11-23 23:07:00,764 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -150,10 +150,10 @@
    "id": "3a3d9cb9-fe40-45b8-ba2f-8de52a3b7f4f",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:42:10.796099Z",
-     "iopub.status.busy": "2023-11-24T03:42:10.795369Z",
-     "iopub.status.idle": "2023-11-24T03:42:10.896779Z",
-     "shell.execute_reply": "2023-11-24T03:42:10.895781Z"
+     "iopub.execute_input": "2023-11-24T04:07:02.188427Z",
+     "iopub.status.busy": "2023-11-24T04:07:02.187640Z",
+     "iopub.status.idle": "2023-11-24T04:07:02.312941Z",
+     "shell.execute_reply": "2023-11-24T04:07:02.311791Z"
     }
    },
    "outputs": [
@@ -161,14 +161,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:10,882 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:07:02,295 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:10,884 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.062023 s\n"
+      "2023-11-23 23:07:02,297 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.084236 s\n"
      ]
     },
     {
@@ -226,10 +226,10 @@
    "id": "030e2491-a7cc-42f3-a1ca-618212b3524c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:42:10.902181Z",
-     "iopub.status.busy": "2023-11-24T03:42:10.901857Z",
-     "iopub.status.idle": "2023-11-24T03:42:10.998849Z",
-     "shell.execute_reply": "2023-11-24T03:42:10.997677Z"
+     "iopub.execute_input": "2023-11-24T04:07:02.319185Z",
+     "iopub.status.busy": "2023-11-24T04:07:02.318795Z",
+     "iopub.status.idle": "2023-11-24T04:07:02.425731Z",
+     "shell.execute_reply": "2023-11-24T04:07:02.424696Z"
     }
    },
    "outputs": [
@@ -237,14 +237,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:10,992 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:07:02,418 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:10,993 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.059403 s\n"
+      "2023-11-23 23:07:02,420 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.065712 s\n"
      ]
     },
     {
@@ -302,10 +302,10 @@
    "id": "0622b3df-2864-4f32-bd98-806019f59c50",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:42:11.005146Z",
-     "iopub.status.busy": "2023-11-24T03:42:11.004808Z",
-     "iopub.status.idle": "2023-11-24T03:42:24.696892Z",
-     "shell.execute_reply": "2023-11-24T03:42:24.695460Z"
+     "iopub.execute_input": "2023-11-24T04:07:02.434034Z",
+     "iopub.status.busy": "2023-11-24T04:07:02.433635Z",
+     "iopub.status.idle": "2023-11-24T04:07:14.659501Z",
+     "shell.execute_reply": "2023-11-24T04:07:14.657516Z"
     },
     "tags": []
    },
@@ -314,7 +314,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:17,739 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2023-11-23 23:07:07,790 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -356,10 +356,10 @@
    "id": "40ff2e83-75e4-4119-aa33-26f95e63ddaa",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:42:24.703793Z",
-     "iopub.status.busy": "2023-11-24T03:42:24.703214Z",
-     "iopub.status.idle": "2023-11-24T03:42:25.672028Z",
-     "shell.execute_reply": "2023-11-24T03:42:25.671403Z"
+     "iopub.execute_input": "2023-11-24T04:07:14.666454Z",
+     "iopub.status.busy": "2023-11-24T04:07:14.665887Z",
+     "iopub.status.idle": "2023-11-24T04:07:15.660398Z",
+     "shell.execute_reply": "2023-11-24T04:07:15.659543Z"
     },
     "tags": []
    },
@@ -368,14 +368,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:25,667 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:07:15,655 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:25,668 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.932004 s\n"
+      "2023-11-23 23:07:15,656 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.957588 s\n"
      ]
     },
     {
@@ -418,10 +418,10 @@
    "id": "46fd771c-5da7-4bce-aec7-08a5210a069b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:42:25.679541Z",
-     "iopub.status.busy": "2023-11-24T03:42:25.679134Z",
-     "iopub.status.idle": "2023-11-24T03:42:41.548081Z",
-     "shell.execute_reply": "2023-11-24T03:42:41.547183Z"
+     "iopub.execute_input": "2023-11-24T04:07:15.673466Z",
+     "iopub.status.busy": "2023-11-24T04:07:15.673206Z",
+     "iopub.status.idle": "2023-11-24T04:07:31.655069Z",
+     "shell.execute_reply": "2023-11-24T04:07:31.654398Z"
     },
     "tags": []
    },
@@ -430,14 +430,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:41,542 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2023-11-23 23:07:31,650 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2023-11-23 22:42:41,543 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 15.802630 s\n"
+      "2023-11-23 23:07:31,651 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 15.916609 s\n"
      ]
     },
     {
@@ -487,10 +487,10 @@
    "id": "d20a2581-f613-4ab8-9feb-3e84b8835db1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-24T03:42:41.553889Z",
-     "iopub.status.busy": "2023-11-24T03:42:41.553525Z",
-     "iopub.status.idle": "2023-11-24T03:42:41.562326Z",
-     "shell.execute_reply": "2023-11-24T03:42:41.561334Z"
+     "iopub.execute_input": "2023-11-24T04:07:31.662169Z",
+     "iopub.status.busy": "2023-11-24T04:07:31.661861Z",
+     "iopub.status.idle": "2023-11-24T04:07:31.671330Z",
+     "shell.execute_reply": "2023-11-24T04:07:31.670203Z"
     },
     "tags": []
    },