{"id":"W4213096438","doi":"10.1093/jcag/gwab049.161","title":"A162 CHRONIC OPIOID THERAPY IS ASSOCIATED WITH INCREASED HEALTH SERVICES UTILIZATION AND DIRECT HEALTHCARE COSTS: A POPULATION-BASED STUDY","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Saskatchewan; University of Calgary; University of Manitoba; Centre for Addiction and Mental Health; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Health care; Opioid; Inflammatory bowel disease; Diagnosis code; Population; Poisson regression; Ambulatory care; Disease; Internal medicine; Emergency medicine; Environmental health","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":[0.0004980951,0.0004841037,0.0005057397,0.001031563,0.001110037,0.001341763,0.0008880592,0.0008498685,0.003717291],"category_scores_gemma":[0.001806629,0.0005522365,0.001240534,0.002951998,0.0004473879,0.00060804,0.0006941418,0.0008225004,0.0005186961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002180231,"about_ca_system_score_gemma":0.001927508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2703332,"about_ca_topic_score_gemma":0.2724846,"domain_scores_codex":[0.9991946,0.0001401257,0.00009527007,0.000178777,0.0002147882,0.0001764695],"domain_scores_gemma":[0.9978217,0.000163821,0.0011817,0.0001377216,0.0002582205,0.0004369387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005977768,0.00003830473,0.9992375,0.00001213699,0.000101684,0.00003760798,0.00004910757,0.00001158996,0.00005635696,0.000007239963,0.0001410712,0.0002476121],"study_design_scores_gemma":[0.00001138639,0.00003465742,0.9995015,0.000006865525,0.00003554023,0.00006238402,0.0001052545,0.00007476158,0.000007388963,0.000006321242,0.0001506651,0.0000032201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961066,0.0003107116,0.00004816787,0.00009017456,0.00000794739,0.00002514646,0.002789739,0.000004643792,0.0006169109],"genre_scores_gemma":[0.9979408,0.0001658112,0.00005579903,0.00005774403,0.00002033876,0.00002819684,0.001407499,0.00000370759,0.0003201136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2703332,"threshold_uncertainty_score":0.5375195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428512391337427,"score_gpt":0.3354100619634057,"score_spread":0.3111249380500314,"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."}}