{"id":"W4386380230","doi":"10.1186/s13011-023-00561-y","title":"Drugs involved in Kentucky drug poisoning deaths and relation with antecedent controlled substance prescription dispensing","year":2023,"lang":"en","type":"article","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Food and Drug Administration; Hamilton Health Sciences Foundation","keywords":"Medicine; Death certificate; Medical prescription; Drug; Drug overdose; Buprenorphine; Concordance; Controlled substance; Cause of death; Poison control; Emergency medicine; Opioid; Pharmacology; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001833084,0.0003378715,0.0005494446,0.0004739063,0.0001637135,0.00004923373,0.00003496714,0.0000819469,0.000009273641],"category_scores_gemma":[0.00001708162,0.0002597647,0.00009057396,0.0006932898,0.00007504401,0.0003563203,0.000007075677,0.0001114055,0.00001502436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004995543,"about_ca_system_score_gemma":0.00009347092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003948783,"about_ca_topic_score_gemma":0.003990847,"domain_scores_codex":[0.9982477,0.000128806,0.0004326811,0.0005180837,0.0002689975,0.0004037702],"domain_scores_gemma":[0.9992144,0.00008975426,0.0001908648,0.0002916499,0.00006075716,0.0001526111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006204435,0.001113445,0.8917252,0.0002156452,0.0005138082,0.0001891712,0.0804022,0.0001026724,0.002194254,0.003238224,0.00007056788,0.0140304],"study_design_scores_gemma":[0.05866145,0.001082268,0.9250569,0.001860256,0.0005051272,0.00004391514,0.006777126,0.002623055,0.0009805195,0.001550094,0.000397848,0.0004614649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926992,0.003319985,0.00005791172,0.001243056,0.00005636321,0.002044368,0.000007502912,0.0001910616,0.0003805232],"genre_scores_gemma":[0.9738576,0.02166379,0.0004285292,0.0000599268,0.00005243118,0.0002702919,0.0001753966,0.00004286882,0.003449195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07362507,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592343489010175,"score_gpt":0.2896700712945854,"score_spread":0.2737466364044837,"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."}}