{"id":"W2096736524","doi":"10.1136/jech-2013-202386.7","title":"AGREEMENT BETWEEN CLINICAL AND ADMINISTRATIVE HEALTH DATABASES FOR MEDICATION USE IN SASKATCHEWAN'S LONG-TERM CARE RESIDENTS","year":2013,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Quality Council; University of Saskatchewan","funders":"","keywords":"Medicine; Medical prescription; Minimum Data Set; Database; Cohort; Health care; Long-term care; Retrospective cohort study; Medicaid; Residence; Prescription drug; Cohort study; Family medicine; Emergency medicine; Psychiatry; Demography; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01549431,0.0003912909,0.0006329293,0.003998719,0.001054583,0.001937187,0.002096856,0.0003993855,0.001693856],"category_scores_gemma":[0.05048502,0.0005881595,0.0006413815,0.01000541,0.000516273,0.0007771486,0.002375724,0.0005841207,0.0003096747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01098239,"about_ca_system_score_gemma":0.01495976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7603043,"about_ca_topic_score_gemma":0.8038474,"domain_scores_codex":[0.983336,0.006441897,0.003547691,0.002156325,0.003523737,0.0009943527],"domain_scores_gemma":[0.929486,0.02789714,0.01931132,0.005675627,0.01587468,0.001755166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001046064,0.00002107355,0.9930913,0.00005705726,0.000199383,0.00003517053,0.0005396781,0.0005552885,0.000080811,0.0001123255,0.001034828,0.004168469],"study_design_scores_gemma":[0.00002314299,0.00002474396,0.9951433,0.00008759673,0.00005078498,0.00003879978,0.001388483,0.001562457,0.0001755836,0.000100543,0.001384476,0.00002009024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650643,0.0004364151,0.001648117,0.0006689944,0.00003154755,0.0003315452,0.02862306,0.00006012242,0.003136012],"genre_scores_gemma":[0.9845815,0.0002438945,0.002515388,0.000238859,0.00001482195,0.0003418672,0.01153925,0.000009856706,0.0005145065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7603043,"threshold_uncertainty_score":0.4822146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4536869945326832,"score_gpt":0.591540150562326,"score_spread":0.1378531560296428,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}