{"id":"W2756041244","doi":"10.1503/cmaj.733161","title":"Sensible approaches to manage the current opioid crisis","year":2017,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Guideline; Medical prescription; Opioid-Related Disorders; Opioid; Opioid epidemic; Medicine; Alternative medicine; Current (fluid); Computer science; Nursing; Engineering","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":[0.01033369,0.001117711,0.001528178,0.002018705,0.01145815,0.008567317,0.004664343,0.05387603,0.01678869],"category_scores_gemma":[0.0637909,0.0006327233,0.001970035,0.001064279,0.00910096,0.01862979,0.00828896,0.07857277,0.01016794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007528641,"about_ca_system_score_gemma":0.02466872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005903746,"about_ca_topic_score_gemma":0.01396656,"domain_scores_codex":[0.9838536,0.005911117,0.001959213,0.001111132,0.005539395,0.001625621],"domain_scores_gemma":[0.9567605,0.0155328,0.002648191,0.001527993,0.01156221,0.01196836],"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":[0.0000260725,0.00032055,0.0008593855,0.0003538765,0.0000293431,0.002991665,0.001085377,0.0001387176,0.000374444,0.01704023,0.9417676,0.0350126],"study_design_scores_gemma":[0.0001106738,0.0001112128,0.001103266,0.002855273,0.00003388264,0.005077242,0.003937009,0.0004258613,0.0002359209,0.08399901,0.9019428,0.0001676611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001511678,0.002310976,0.0005093669,0.9875886,0.006712832,0.00001803303,0.00001114076,0.00004249712,0.002655398],"genre_scores_gemma":[0.004512744,0.005094197,0.00351696,0.9562572,0.02652674,0.0001138188,0.00005302754,0.00003772219,0.003887697],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05387603,"threshold_uncertainty_score":0.05616379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04284819554477368,"score_gpt":0.2697783554660529,"score_spread":0.2269301599212792,"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."}}