{"id":"W4234957664","doi":"10.1002/adaw.32196","title":"Briefly Noted","year":2018,"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":"Heroin; Consumption (sociology); Quarter (Canadian coin); Medicine; Medical prescription; Rand corporation; Psychiatry; Sociology; Nursing; History; Management","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001499711,0.000330967,0.0004450094,0.0001852802,0.0001734027,0.00004667063,0.0002008436,0.0001266312,0.0007814936],"category_scores_gemma":[0.00006527288,0.0002906689,0.0001831626,0.0004154796,0.0002315679,0.0001485518,0.00005677877,0.0002233124,0.004094788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105972,"about_ca_system_score_gemma":0.000165258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006399813,"about_ca_topic_score_gemma":0.00006959594,"domain_scores_codex":[0.9979873,0.00004875125,0.0003687825,0.0005571229,0.0004559784,0.0005820707],"domain_scores_gemma":[0.9983243,0.00006167445,0.0001010344,0.0009320326,0.0002563777,0.0003245423],"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":[0.002190175,0.006132498,0.1035959,0.0003870838,0.002292522,0.001361122,0.09148365,0.000008051484,0.03896132,0.004350683,0.6894556,0.05978147],"study_design_scores_gemma":[0.0140338,0.001065417,0.3807431,0.0004488725,0.001074913,0.000256121,0.00213991,0.0003853322,0.04841303,0.0007092795,0.5496302,0.001100033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682403,0.0005418579,0.00005177329,0.006088771,0.0006606489,0.0006219617,0.00001775796,0.0004058167,0.0233711],"genre_scores_gemma":[0.9841552,0.000173769,0.001463772,0.003693766,0.0009191314,0.00005429558,0.00008658271,0.00009186299,0.009361641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2771473,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446667959549347,"score_gpt":0.2816007246687273,"score_spread":0.2671340450732339,"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."}}