{"id":"W3110670201","doi":"10.1503/cmaj.77303","title":"Measures to support a safer drug supply","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; London Health Sciences Centre; British Columbia Centre on Substance Use","funders":"National Institute on Drug Abuse","keywords":"SAFER; Drug; Business; Medicine; Risk analysis (engineering); Medical emergency; Computer science; Computer security; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01929115,0.0007562184,0.000940515,0.00146706,0.006202509,0.01059001,0.004159717,0.03496861,0.02918586],"category_scores_gemma":[0.09759044,0.0006227155,0.001430441,0.001182602,0.01361968,0.015509,0.01111197,0.0476241,0.004702901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009416494,"about_ca_system_score_gemma":0.05601214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03461469,"about_ca_topic_score_gemma":0.06506941,"domain_scores_codex":[0.9749832,0.008453239,0.001482244,0.001396966,0.01108867,0.002595729],"domain_scores_gemma":[0.9170993,0.04281083,0.006111601,0.002586629,0.01605814,0.01533357],"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":[0.00002981847,0.0001079789,0.0005082595,0.0005507912,0.00004410454,0.0002259347,0.00109929,0.0002012519,0.0002287355,0.08527368,0.8826257,0.02910433],"study_design_scores_gemma":[0.00006005922,0.00007033677,0.000894998,0.001872587,0.00002718946,0.0002205625,0.00128593,0.0002155999,0.0002302606,0.0290772,0.9660008,0.00004453307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002288144,0.002663112,0.000481555,0.9843403,0.005582818,0.000008684952,0.00002112114,0.00003555415,0.006638051],"genre_scores_gemma":[0.009913395,0.004232917,0.001425513,0.9716329,0.008365653,0.00003464066,0.00004275895,0.00003811156,0.004314171],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9653853,"threshold_uncertainty_score":0.1020226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170137980558671,"score_gpt":0.2484826509664804,"score_spread":0.2367812711608937,"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."}}