{"id":"W3130895380","doi":"10.36076/ppj.2015/18/e659","title":"Recent Developments in Prescription Opioidrelated Dispensing and Harm Indicators inOntario, Canada","year":2015,"lang":"en","type":"article","venue":"Pain Physician","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Simon Fraser University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Medicine; Medical prescription; Harm; Family medicine; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002677381,0.0005372157,0.000680616,0.006154295,0.001418059,0.00265311,0.001628012,0.0006541553,0.004437109],"category_scores_gemma":[0.01220724,0.0003879011,0.0007604369,0.01359093,0.0007066951,0.0009714682,0.0008791877,0.001751205,0.0003130256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04391594,"about_ca_system_score_gemma":0.09092508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894398,"about_ca_topic_score_gemma":0.9955074,"domain_scores_codex":[0.9966987,0.0002373123,0.0003574076,0.0002684936,0.001871363,0.0005667057],"domain_scores_gemma":[0.9671403,0.003133192,0.003488332,0.0003198417,0.02163763,0.00428075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002548271,0.0002161332,0.7622485,0.001010077,0.0001909417,0.0001205815,0.0006607114,0.0022356,0.0005036048,0.002849958,0.06115625,0.1685528],"study_design_scores_gemma":[0.00001740136,0.00005185329,0.9522587,0.0003284574,0.00007139164,0.00009701903,0.0006202025,0.002586581,0.0003537094,0.000202476,0.04336167,0.00005058835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5436992,0.09725224,0.009699624,0.1012336,0.003225745,0.0004569154,0.1542869,0.00188837,0.08825736],"genre_scores_gemma":[0.8533267,0.05806689,0.01205655,0.008761615,0.001261735,0.0001327832,0.0458436,0.0002049825,0.02034533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04391594,"threshold_uncertainty_score":0.318634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551076656474979,"score_gpt":0.2403033794778982,"score_spread":0.2247926129131484,"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."}}