{"id":"W4400574280","doi":"10.1016/j.drugalcdep.2023.110662","title":"Association of Medications for Mood/Anxiety Disorders With Fatal and Non-Fatal Opioid Overdose","year":2024,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Centre on Substance Use; BC Centre for Disease Control; University of British Columbia","funders":"National Institutes of Health; Michael Smith Health Research BC; National Institute on Drug Abuse; University of British Columbia; St. Paul's Foundation","keywords":"Anxiety; Medicine; Opioid overdose; Psychiatry; Opioid; Mood disorders; Mood; Internal medicine; (+)-Naloxone","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005119182,0.0001783276,0.0003393341,0.0006937793,0.0004008474,0.0006467316,0.0002698123,0.0005312488,0.004918173],"category_scores_gemma":[0.006133553,0.0001727296,0.0009354379,0.0007735957,0.0002220898,0.0004316498,0.0004389242,0.001220387,0.0002233772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332733,"about_ca_system_score_gemma":0.0005915575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005535511,"about_ca_topic_score_gemma":0.00816852,"domain_scores_codex":[0.9994113,0.0001365064,0.0001235255,0.00007266164,0.0001338256,0.0001222108],"domain_scores_gemma":[0.9931023,0.002173813,0.003250025,0.0004093096,0.0005026034,0.0005619657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002647699,0.00002590709,0.9977723,0.00001737399,0.0001456551,0.0001990032,0.0000182685,0.00003285224,0.00008062307,0.00002644912,0.00008446253,0.001332386],"study_design_scores_gemma":[0.000009152563,0.00008556789,0.9982944,0.00001406676,0.0000961995,0.0008292001,0.00009460479,0.0002145937,0.000038691,0.00005380306,0.0002651539,0.000004587058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922693,0.002747713,0.0001593591,0.0003621827,0.00005942505,0.00001309642,0.0007864402,0.00001684227,0.003585669],"genre_scores_gemma":[0.9986382,0.0004989118,0.0000720198,0.00004951048,0.00005398717,0.000003482289,0.0002191731,0.00000262192,0.0004621338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005535511,"threshold_uncertainty_score":0.01645297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006770714207702599,"score_gpt":0.2681928430756417,"score_spread":0.2614221288679391,"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."}}