{"id":"W3035309336","doi":"10.33137/utjph.v1i1.33831","title":"Heroin Abuse among IDU and Local PO Dispensing Levels in Ontario Cities","year":2020,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Heroin; Demography; Medicine; Medical prescription; Substance abuse; Environmental health; Psychiatry; Drug; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003540719,0.00009902177,0.0004392628,0.00006723001,0.00005716925,0.00001175859,0.0000891702,0.00005043446,0.0003757683],"category_scores_gemma":[0.00003165448,0.00009935836,0.0000735553,0.00004664855,0.0001206143,0.0004720998,0.00003630295,0.0002199135,8.328149e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730228,"about_ca_system_score_gemma":0.001537083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2807782,"about_ca_topic_score_gemma":0.619906,"domain_scores_codex":[0.9990137,0.0001022845,0.0002822152,0.0001188694,0.0002573962,0.0002255097],"domain_scores_gemma":[0.9989496,0.00003424566,0.0002773613,0.0000859224,0.0001301608,0.0005227398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003386487,0.0004075011,0.7749988,0.0002218844,0.0002095408,0.0003823861,0.1961886,0.00002051914,0.00002288678,0.0001375563,0.001313069,0.0257585],"study_design_scores_gemma":[0.003231304,0.0009809523,0.9384931,0.0002028409,0.00003124078,0.00004250967,0.04997238,0.00009703599,0.000006440714,0.000007274889,0.006865489,0.00006944468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843016,0.001196887,0.00158332,0.01200108,0.00004683211,0.0001409385,0.000004346823,0.000006906208,0.0007181357],"genre_scores_gemma":[0.9970787,0.0004644305,0.001765897,0.000486677,0.00002406566,1.510773e-8,0.000002855374,0.000006906949,0.000170422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3391278,"threshold_uncertainty_score":0.7240112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04984175888326509,"score_gpt":0.2541354575310798,"score_spread":0.2042936986478147,"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."}}