{"id":"W4381956689","doi":"10.1097/cxa.0000000000000135","title":"Characteristics and Incidence of Opioid Analgesic Initiations to Opioid Naïve Patients in a Canadian Primary Care Setting","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; British Columbia Centre on Substance Use; University of British Columbia","funders":"","keywords":"Medicine; Medical prescription; Opioid; Population; Incidence (geometry); Analgesic; Family medicine; Emergency medicine; Anesthesia; Internal medicine; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00052168,0.0003000288,0.0003741976,0.002163673,0.001852888,0.001094009,0.001142121,0.0006174943,0.002575951],"category_scores_gemma":[0.002845711,0.0004165672,0.0005847762,0.003971423,0.0005345861,0.000371777,0.0006009747,0.0007436093,0.0002356176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01263182,"about_ca_system_score_gemma":0.01266126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9614959,"about_ca_topic_score_gemma":0.9702344,"domain_scores_codex":[0.9984444,0.00008176512,0.0001029861,0.0002183258,0.0007581625,0.0003944723],"domain_scores_gemma":[0.9964194,0.0002416675,0.001128312,0.00007753241,0.001158364,0.0009747324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002134872,0.00001879164,0.9987903,0.00001346685,0.00002229759,0.00004182137,0.0000981616,0.00002631144,0.00005641771,0.000007278944,0.0002566526,0.0006471889],"study_design_scores_gemma":[0.00000221969,0.0000169191,0.9995506,0.000006490353,0.000007000338,0.0000433183,0.0002003683,0.00006646172,0.00001299939,0.000001979489,0.00008822912,0.000003379127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993959,0.000402441,0.00005016892,0.0001758456,0.000007566598,0.00004517104,0.003666732,0.00001170747,0.001681363],"genre_scores_gemma":[0.9979721,0.0002327522,0.00008080528,0.00006224444,0.000006206369,0.00001090868,0.001407935,0.000001979863,0.000225137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03850406,"threshold_uncertainty_score":0.09165066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00742755045972133,"score_gpt":0.2253332576493201,"score_spread":0.2179057071895988,"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."}}