{"id":"W3007122798","doi":"10.9778/cmajo.20190112","title":"Opioid losses in terms of dosage and value, January 2012 to September 2017: a retrospective analysis of Health Canada data","year":2020,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; North York General Hospital","funders":"","keywords":"Hydromorphone; Oxycodone; Fentanyl; Codeine; Morphine; Medicine; Pharmacy; Opioid; Emergency medicine; Anesthesia; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000217889,0.0001287602,0.0008365938,0.0001197865,0.00002301545,0.00001210697,0.0003479669,0.0000298608,0.0001636861],"category_scores_gemma":[0.00008970148,0.000109373,0.00003328802,0.0007830114,0.00003206062,0.0001560539,0.0005896831,0.00008255885,0.000003526854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568131,"about_ca_system_score_gemma":0.0006691794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6636053,"about_ca_topic_score_gemma":0.6104563,"domain_scores_codex":[0.9986958,0.00006395204,0.0004014521,0.0004107097,0.0002465757,0.0001815478],"domain_scores_gemma":[0.9988561,0.00004105352,0.0001594096,0.0007076807,0.00003756581,0.0001982325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001330501,0.0001791736,0.943139,0.0001920026,0.0008105662,0.000031461,0.002404336,0.00003264448,0.00009866911,0.00003900753,0.05186186,0.001078208],"study_design_scores_gemma":[0.001160245,0.0003075029,0.9935601,0.0001285204,0.0004327946,0.000001205693,0.0006034902,0.0003160672,0.0002174532,0.00002000584,0.003161349,0.00009130657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976825,0.001574911,0.00004488583,0.008474148,0.000050112,0.001934141,0.001471429,0.000007703235,0.009617674],"genre_scores_gemma":[0.9964009,0.0001361816,0.001024525,0.001665996,0.00001365195,0.00002085474,0.0004741676,0.00001245954,0.0002512468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05314901,"threshold_uncertainty_score":0.4460103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04695402957401128,"score_gpt":0.3485088151997683,"score_spread":0.301554785625757,"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."}}