{"id":"W3135241702","doi":"10.1002/adaw.32987","title":"Report finds promise in SIFs based on Vancouver and Sydney","year":2021,"lang":"en","type":"article","venue":"Alcoholism & Drug Abuse Weekly","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid overdose; Generalizability theory; Medicine; Addiction; Political science; Family medicine; Public administration; Psychiatry; Opioid; Psychology; (+)-Naloxone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004614349,0.0003693154,0.0006704486,0.002202554,0.001733811,0.004303732,0.0009466007,0.002302667,0.02897089],"category_scores_gemma":[0.01534174,0.0003300278,0.001080012,0.002213776,0.0009297357,0.002063561,0.001130827,0.002815136,0.003022507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007451067,"about_ca_system_score_gemma":0.02624867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3397278,"about_ca_topic_score_gemma":0.6414145,"domain_scores_codex":[0.9971378,0.0006683388,0.0002336077,0.000269165,0.001382383,0.0003086687],"domain_scores_gemma":[0.9852482,0.003511947,0.0008578416,0.000358267,0.008621803,0.001401933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002215309,0.00005914265,0.002322797,0.004187665,0.0001802173,0.0002448913,0.0006107619,0.00006809167,0.0003230772,0.008282757,0.7846211,0.1988779],"study_design_scores_gemma":[0.0001022161,0.0001072533,0.009045577,0.008315793,0.0002569887,0.0001188641,0.000708876,0.00004937332,0.0003085083,0.001217086,0.9797378,0.0000317163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01399151,0.2917823,0.0007873398,0.4439941,0.03356935,0.000498241,0.004960036,0.0003003179,0.2101168],"genre_scores_gemma":[0.08991494,0.3279311,0.002884072,0.2830748,0.01111273,0.0004953217,0.004386196,0.0003707799,0.2798301],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3397278,"threshold_uncertainty_score":0.6755009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147273903411252,"score_gpt":0.2633823227884855,"score_spread":0.251909583754373,"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."}}