{"id":"W3094506985","doi":"10.1186/s40545-020-00271-x","title":"Prescription opioid dispensing in Canada: an update on recent developments to 2018","year":2020,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Policy and Practice","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health; Simon Fraser University","funders":"Faculty of Medical and Health Sciences, University of Auckland; Canadian Institutes of Health Research","keywords":"Medical prescription; Medicine; Pharmacy; Economic shortage; Demography; Population; Opioid; Environmental health; Family medicine; Pharmacology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003177629,0.0001195242,0.0002283214,0.0001018744,0.0000387762,0.00002611951,0.00005767376,0.00003107311,0.00004831724],"category_scores_gemma":[0.001980838,0.00009749004,0.00001992495,0.0002399734,0.00001377128,0.000328352,0.00003269218,0.0003797564,0.00001457643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007386358,"about_ca_system_score_gemma":0.001849003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0358059,"about_ca_topic_score_gemma":0.008301178,"domain_scores_codex":[0.9987085,0.0001856843,0.0003742006,0.0001448404,0.0003657652,0.0002209829],"domain_scores_gemma":[0.9987338,0.0002120528,0.000141255,0.00006804068,0.0001156155,0.0007292716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05917216,0.004519057,0.03724242,0.0006326292,0.001172029,0.00501558,0.02057194,0.0006204684,0.03044972,0.002692908,0.04625058,0.7916605],"study_design_scores_gemma":[0.004153366,0.001155886,0.07749335,0.0001757991,0.0002661789,0.0004269514,0.001110648,0.0004502747,0.004449863,0.00006747033,0.9100754,0.0001748622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7090778,0.0004828433,0.0000728149,0.2875228,0.0002575325,0.0003291912,0.000008094891,0.000006491117,0.002242398],"genre_scores_gemma":[0.9180657,0.002420084,0.002777013,0.07634158,0.0003635412,0.000001544439,0.000003512788,0.00001369908,0.0000133636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8638248,"threshold_uncertainty_score":0.9706147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005258627314886,"score_gpt":0.41532932020257,"score_spread":0.3148034574710814,"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."}}