{"id":"W4210667202","doi":"10.1016/j.drugpo.2022.103601","title":"Characterizing safer supply prescribing of immediate release hydromorphone for individuals with opioid use disorder across Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; St. Joseph's Hospital; University of Victoria; Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital; St. Paul's Hospital","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"SAFER; Hydromorphone; Medicine; Interquartile range; Discontinuation; Opioid use disorder; Opioid; Addiction; Emergency medicine; Family medicine; Psychiatry; Internal medicine","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":[0.0002274202,0.0001845207,0.0003948642,0.0002556104,0.0001080157,0.0000405499,0.0003214616,0.00002363791,0.000230922],"category_scores_gemma":[0.0001547626,0.0001561913,0.0001504301,0.0001414307,0.00004347079,0.0002537388,0.0001459078,0.0003117089,6.383485e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411329,"about_ca_system_score_gemma":0.003870431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.771299,"about_ca_topic_score_gemma":0.3017755,"domain_scores_codex":[0.9977593,0.00004495229,0.000656958,0.0001685107,0.001075405,0.0002948103],"domain_scores_gemma":[0.9983386,0.0001574671,0.0007043704,0.0001702607,0.0004583363,0.0001710143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003139947,0.00131295,0.9464719,0.00007984339,0.002271559,0.000482341,0.03280209,0.001004227,0.003772668,0.0001562405,0.005528276,0.002977963],"study_design_scores_gemma":[0.01907105,0.001237081,0.7961533,0.0005041952,0.0003739471,0.001463337,0.006667644,0.0001134619,0.01190009,0.0001432703,0.161954,0.0004185657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897823,0.0001451775,0.00004880938,0.007491673,0.0005401432,0.000384506,0.001564955,0.000006092986,0.00003637425],"genre_scores_gemma":[0.9959942,0.00004168596,0.000932847,0.001234796,0.0003074751,0.00004701103,0.0003294186,0.0000393931,0.00107323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4695235,"threshold_uncertainty_score":0.7109653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180304445387076,"score_gpt":0.2727396323413287,"score_spread":0.2609365878874579,"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."}}