{"id":"W2300421333","doi":"10.1111/bcp.12937","title":"Twenty‐five years of prescription opioid use in Australia: a whole‐of‐population analysis using pharmaceutical claims","year":2016,"lang":"en","type":"article","venue":"British Journal of Clinical Pharmacology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxycodone; Tramadol; Medicine; Codeine; Hydromorphone; Opioid; Buprenorphine; Fentanyl; Pharmaceutical Benefits Scheme; Population; Medical prescription; Methadone; Pharmacy; Morphine; Anesthesia; Pharmacology; Family medicine; Analgesic; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001196689,0.0003032774,0.0004929383,0.002440363,0.0006445984,0.0008587603,0.0006097105,0.000580863,0.0009251231],"category_scores_gemma":[0.002565149,0.0005071539,0.001472455,0.003102678,0.00040514,0.001007766,0.001632203,0.0006693036,0.0002908405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112589,"about_ca_system_score_gemma":0.0009974508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07648652,"about_ca_topic_score_gemma":0.0628761,"domain_scores_codex":[0.9987055,0.0002977563,0.0001997351,0.0002706748,0.0003398026,0.0001865219],"domain_scores_gemma":[0.9978363,0.0001744346,0.001209752,0.0001096849,0.0003335818,0.00033633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003896009,0.00002645531,0.9980703,0.00002933383,0.0001385157,0.00006560878,0.0002522948,0.00005468884,0.00008831531,0.00001148892,0.00008504077,0.001139019],"study_design_scores_gemma":[0.000001240895,0.00003212134,0.9995178,0.000006409965,0.00001941047,0.00005222905,0.0001199785,0.00009795376,0.000006745157,0.000005265377,0.0001384322,0.000002337709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980345,0.0004316906,0.00009261964,0.00004617221,0.000003326997,0.00002114049,0.001076986,0.000003355519,0.000290203],"genre_scores_gemma":[0.9973834,0.000441549,0.0001669215,0.00004995539,0.00001221338,0.00004794386,0.001660565,0.000002634331,0.0002348515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07648652,"threshold_uncertainty_score":0.1520827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12095670266022,"score_gpt":0.4658003513299729,"score_spread":0.3448436486697529,"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."}}