{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002386764,0.00008939913,0.0001886888,0.0006683352,0.0003077899,0.00001796591,0.0001005474,0.00003081631,0.00006822185],"category_scores_gemma":[0.0001385827,0.00008137189,0.00003900439,0.0003586232,0.00003544617,0.00007671579,0.00001894558,0.0002840739,0.000001357063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378708,"about_ca_system_score_gemma":0.004816679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4680188,"about_ca_topic_score_gemma":0.8231012,"domain_scores_codex":[0.999001,0.00007673444,0.0003554006,0.00009297438,0.0002379751,0.0002359546],"domain_scores_gemma":[0.9988541,0.00003730327,0.0002041254,0.0001296237,0.0002580567,0.0005167995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005020083,0.00002711436,0.9721588,0.00004708365,0.00004568088,0.00008481001,0.01668568,0.00009455226,0.00002532652,0.00002954787,0.0004372162,0.01031401],"study_design_scores_gemma":[0.0005829094,0.0004973699,0.9937664,0.0001692357,0.00009438342,0.0000672382,0.002068492,0.00003379191,0.00002431621,0.00002467473,0.002608431,0.00006278474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970171,0.0005602789,0.000002691001,0.001099867,0.0002510897,0.0003435602,0.0003982044,0.000002227423,0.0003249198],"genre_scores_gemma":[0.9988331,0.00004765365,0.0001231646,0.000742878,0.0000529884,0.0000155126,0.0001584757,0.00001318891,0.00001307197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3550825,"threshold_uncertainty_score":0.8544583,"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."}}