{"id":"W3028028781","doi":"10.1016/j.jval.2020.04.346","title":"PDG60 OPIOID PRESCRIBING IN CANADA: HOW ARE PRACTICES CHANGING?","year":2020,"lang":"en","type":"article","venue":"Value in Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Medical prescription; Medicine; Opioid; Addiction; Chronic pain; Population; Health care; Psychiatry; Environmental health; Pharmacology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003658676,0.0002309832,0.0006593337,0.001743898,0.004331011,0.005203088,0.002444861,0.002375967,0.006972694],"category_scores_gemma":[0.019193,0.0003722478,0.0008627817,0.006317839,0.001895356,0.001988145,0.001257767,0.003697054,0.000459438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.12393,"about_ca_system_score_gemma":0.2351335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944041,"about_ca_topic_score_gemma":0.9969669,"domain_scores_codex":[0.9916595,0.0008569873,0.000418797,0.0005820926,0.003533231,0.002949474],"domain_scores_gemma":[0.9639964,0.002572078,0.003857513,0.0004025584,0.01762466,0.01154673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002791585,0.0004728934,0.706435,0.0006710666,0.0001638589,0.000382939,0.006738815,0.000570477,0.0003409054,0.005213703,0.1127817,0.1659495],"study_design_scores_gemma":[0.00004778848,0.00005631954,0.9331117,0.0011077,0.000074886,0.0001511813,0.01265475,0.0009318848,0.0001671568,0.0007187689,0.0509118,0.00006614543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5210697,0.02089766,0.000684102,0.3989553,0.001844093,0.0001854163,0.009319012,0.0001580352,0.04688669],"genre_scores_gemma":[0.953513,0.01000809,0.001334728,0.02512417,0.0003660994,0.00005940155,0.002168702,0.00006536988,0.007360304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.12393,"threshold_uncertainty_score":0.8991793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07838127476695059,"score_gpt":0.3016368574762752,"score_spread":0.2232555827093246,"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."}}