{"id":"W4311624589","doi":"10.15288/jsad.22-00170","title":"The Association Between Opioid Prescribing and Opioid-Related Mortality Within Neighborhoods in Ontario, Canada: A Case-Control Study","year":2022,"lang":"en","type":"article","venue":"Journal of Studies on Alcohol and Drugs","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Toronto General Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Medical prescription; Opioid; Propensity score matching; Logistic regression; Nested case-control study; Emergency medicine; Cohort; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007864322,0.0003593671,0.0004621055,0.001074837,0.002533528,0.0009456691,0.001033769,0.0004216483,0.001133625],"category_scores_gemma":[0.001759713,0.0003971821,0.0006223008,0.002467744,0.0008724153,0.0003139305,0.0005191425,0.0004134558,0.00009399143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01393794,"about_ca_system_score_gemma":0.01167226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9743609,"about_ca_topic_score_gemma":0.9826493,"domain_scores_codex":[0.998907,0.0001134123,0.00007762011,0.0002720261,0.0003992541,0.0002306358],"domain_scores_gemma":[0.9984914,0.0001269149,0.0005075566,0.0000992054,0.0005573664,0.0002175363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005005711,0.00002978853,0.9980294,0.00003392807,0.00007053719,0.00009993778,0.0002807707,0.00002712031,0.0001670715,0.00003623869,0.0002456947,0.000929463],"study_design_scores_gemma":[0.00001165666,0.00003308781,0.998936,0.00002077382,0.00007203344,0.00008660838,0.0002966551,0.0001431102,0.00002859822,0.00001359121,0.0003535184,0.000004309186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964024,0.0009862232,0.000225156,0.0001486102,0.00001024723,0.000078642,0.001340728,0.000006854631,0.000801172],"genre_scores_gemma":[0.9981213,0.000485641,0.0002748525,0.0000558367,0.000007956906,0.00003118385,0.0005839483,0.000002137055,0.0004370833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02563912,"threshold_uncertainty_score":0.1011273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648313989619401,"score_gpt":0.2871612843299992,"score_spread":0.2606781444338052,"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."}}