{"id":"W2980759048","doi":"10.36076/ppj.2018.3.219","title":"Patterns, Changes, and Trends in PrescriptionOpioid Dispensing in Canada, 2005–2016","year":2018,"lang":"en","type":"article","venue":"Pain Physician","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; Medical prescription; Demography; Population; Pharmacy; Environmental health; Family medicine; Pharmacology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001312796,0.0001395867,0.0002217571,0.0001549683,0.00002874637,0.000009793855,0.00003868385,0.00002822133,0.00004322322],"category_scores_gemma":[0.0000119326,0.0001275002,0.00001626474,0.0001776787,0.00002315391,0.00004632911,0.00002483991,0.00008658718,0.000006965019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004674493,"about_ca_system_score_gemma":0.0001522752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6928803,"about_ca_topic_score_gemma":0.9831644,"domain_scores_codex":[0.9990785,0.00006720038,0.0001416559,0.0002500001,0.0001383183,0.0003243676],"domain_scores_gemma":[0.9996405,0.00002543671,0.00003788975,0.0001971502,0.00001678036,0.00008225365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005117312,0.0001923533,0.5216569,0.00006550983,0.00002324358,0.00004871642,0.001463621,8.470078e-7,0.001104622,0.00002612059,0.00426832,0.4710986],"study_design_scores_gemma":[0.001175653,0.0001307274,0.9902233,0.0003911212,0.00001809072,0.000001297813,0.0008655302,0.001278214,0.0005486695,0.00005256916,0.005167785,0.0001470459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950473,0.000423335,0.0000150735,0.002606623,0.0001021377,0.0001907691,0.00001743621,0.00001513648,0.001582146],"genre_scores_gemma":[0.9968655,0.00006959093,0.00005619744,0.002328542,0.0002033258,0.00002263598,0.00006181629,0.0000203273,0.0003720505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4709516,"threshold_uncertainty_score":0.5199308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119352177750201,"score_gpt":0.2386281807285227,"score_spread":0.2274346589510207,"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."}}