{"id":"W4294243601","doi":"10.23889/ijpds.v7i3.1966","title":"POPPY II Cohort Profile– a population-based linked cohort examining the patterns and outcomes of prescription opioid use in NSW, Australia, 2003-2018.","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Cohort; Medicine; Codeine; Poppy; Opioid; Medical prescription; Cohort study; Population; Pharmacy; Family medicine; Demography; Psychiatry; Environmental health; Internal medicine; Morphine; Pharmacology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001346997,0.0004904274,0.0003205601,0.001362986,0.00129435,0.0007806032,0.0009846757,0.0004781749,0.001973699],"category_scores_gemma":[0.003208183,0.0006787478,0.0006733044,0.001572964,0.0003103116,0.0006902796,0.003263526,0.001285196,0.0007417554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173876,"about_ca_system_score_gemma":0.00416044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.312294,"about_ca_topic_score_gemma":0.3644313,"domain_scores_codex":[0.9992299,0.0001428677,0.00007269585,0.0001980142,0.000203236,0.0001533855],"domain_scores_gemma":[0.997993,0.000105887,0.0005590211,0.000213975,0.0006578566,0.0004701902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002028098,0.0001572893,0.9789928,0.0002389932,0.0002246328,0.0004682326,0.001420273,0.0001302963,0.0006206294,0.0001939796,0.01200404,0.005345995],"study_design_scores_gemma":[0.00002341634,0.0001049092,0.9951153,0.0001006551,0.0000427857,0.0002424964,0.0005023792,0.0002056355,0.00007016549,0.00005329333,0.003527821,0.00001103452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355431,0.0006894522,0.00121498,0.0005868534,0.00006215677,0.001269973,0.05746992,0.00004681533,0.003116764],"genre_scores_gemma":[0.9319019,0.0009328655,0.003598675,0.001321859,0.00008510248,0.004031559,0.04984142,0.00005102734,0.008235655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.312294,"threshold_uncertainty_score":0.6209525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.088805867333193,"score_gpt":0.374461757270928,"score_spread":0.2856558899377349,"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."}}