{"id":"W4391174935","doi":"10.56367/oag-041-10665","title":"The extent and impact of the opioid crisis in Canada","year":2024,"lang":"en","type":"article","venue":"Open Access Government","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid; Business; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001336949,0.000108067,0.0001625353,0.000008187975,0.00005742153,0.0002417107,0.0004849919,0.00001447863,0.0001340156],"category_scores_gemma":[0.00002405059,0.00004848522,0.00005342764,0.000161969,0.00002216528,0.0001435952,0.0007640677,0.0000939164,0.00000174127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244932,"about_ca_system_score_gemma":0.001299488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8890353,"about_ca_topic_score_gemma":0.6687802,"domain_scores_codex":[0.9989129,0.00002868195,0.0001962299,0.0001868276,0.000516062,0.0001592646],"domain_scores_gemma":[0.9994316,0.00007879714,0.00004883528,0.0003713694,0.00001200672,0.00005746756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000206678,0.0002183618,0.9030465,0.0001789386,0.0004341465,0.00007520407,0.0008501092,0.00005893352,0.0002143347,0.0005765139,0.04917668,0.04496361],"study_design_scores_gemma":[0.0005600619,0.0000718779,0.9857365,0.0001966729,0.00007013577,0.000006606354,0.001643977,0.0002898094,0.001362706,0.0001272896,0.009869783,0.00006451154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852964,0.003307354,0.00000136228,0.005144201,0.0002058851,0.0009104661,0.00006582638,0.000003032091,0.005065437],"genre_scores_gemma":[0.9980686,0.0009362201,0.00001111888,0.0002202001,0.00001226821,0.0000845721,0.00000156143,0.00001213741,0.0006532668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2202551,"threshold_uncertainty_score":0.587042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812177395279232,"score_gpt":0.3474156830794702,"score_spread":0.3292939091266779,"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."}}