{"id":"W2894549415","doi":"10.1097/ccm.0000000000003401","title":"Opioid Use After ICU Admission Among Elderly Chronic Opioid Users in Ontario: A Population-Based Cohort Study","year":2018,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Toronto General Hospital; University of Toronto; Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Opioid; Interquartile range; Medical prescription; Emergency medicine; Cohort; Morphine; Cohort study; Population; Anesthesia; Internal medicine; Pharmacology","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":[0.0004752512,0.0003793009,0.000379172,0.0008521882,0.001626143,0.0008466472,0.0007032573,0.0004353404,0.001194669],"category_scores_gemma":[0.001119564,0.0004653022,0.000606599,0.002144723,0.0004719743,0.0004694463,0.0007421238,0.0004795639,0.0002074427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005439838,"about_ca_system_score_gemma":0.005602681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8309317,"about_ca_topic_score_gemma":0.903699,"domain_scores_codex":[0.9994023,0.00004377166,0.00004922155,0.000125997,0.0001874905,0.0001912785],"domain_scores_gemma":[0.9988962,0.00003826898,0.0004591137,0.00006525928,0.0002895113,0.0002515875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003394987,0.00002146106,0.9990327,0.000008507461,0.00002374875,0.00004991474,0.0002444855,0.000008237075,0.0001132547,0.00000731217,0.000128118,0.0003283524],"study_design_scores_gemma":[0.000007842771,0.00002359875,0.9994092,0.000008347487,0.00001315659,0.00003214147,0.0003026136,0.00003973449,0.000009020985,0.000003439991,0.0001483781,0.000002619252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981421,0.0001299926,0.00003539016,0.00006166293,0.000004112382,0.00003744382,0.001123002,0.000002264869,0.0004640488],"genre_scores_gemma":[0.9985875,0.0001882333,0.0000667207,0.00005474317,0.000007349086,0.00002757381,0.0007518714,0.000001427182,0.0003144705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1690683,"threshold_uncertainty_score":0.3401279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660822168036663,"score_gpt":0.3129907700063238,"score_spread":0.2963825483259572,"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."}}