{"id":"W1741048643","doi":"10.1136/bmj.h4725","title":"Canada’s prescription opioid epidemic grows despite tamperproof pills","year":2015,"lang":"en","type":"article","venue":"BMJ","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pill; Opioid epidemic; Medical prescription; Opioid; Medicine; Data science; Computer science; Pharmacology; Internal medicine","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":[0.001429429,0.0003606088,0.0005691788,0.001314341,0.01033278,0.005012384,0.0009967473,0.003721019,0.01383669],"category_scores_gemma":[0.007209382,0.0003865374,0.0009399601,0.002543118,0.004160633,0.002210066,0.002004171,0.00573896,0.00218269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03336808,"about_ca_system_score_gemma":0.1138867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9580247,"about_ca_topic_score_gemma":0.9798788,"domain_scores_codex":[0.9968196,0.0001281775,0.00009492687,0.0001300228,0.001954884,0.0008723412],"domain_scores_gemma":[0.9915678,0.0005185913,0.0004314454,0.0002071719,0.002922515,0.00435255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008742853,0.00005712411,0.01569768,0.0002909868,0.00007350896,0.0006043008,0.0015135,0.00007374243,0.0005399875,0.005220513,0.8799971,0.09584417],"study_design_scores_gemma":[0.00004976034,0.00006622187,0.04790001,0.0005857487,0.00006333028,0.0003999384,0.002572306,0.0001466749,0.000181604,0.001630032,0.9463492,0.00005519726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01970308,0.0191549,0.000294308,0.9144827,0.004900776,0.0000369275,0.001374196,0.0001928349,0.03986023],"genre_scores_gemma":[0.3224258,0.07946747,0.002853989,0.4911431,0.009850578,0.00006528872,0.002902324,0.000262795,0.09102865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04197532,"threshold_uncertainty_score":0.2421035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145567704549277,"score_gpt":0.2964129539401219,"score_spread":0.2649572768946291,"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."}}