{"id":"W4408881501","doi":"10.31027/odprn.2025.01","title":"Healthcare Utilization and Clinical Comorbidities among People Who Died of a Substance-Related Toxicity Death in Ontario","year":2025,"lang":"en","type":"report","venue":"","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Health care; Substance use; Toxicity; Intensive care medicine; Gerontology; Environmental health; Emergency medicine; Psychiatry; Internal medicine; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002072703,0.0002413618,0.0003226844,0.001025679,0.001527723,0.0008289764,0.0006987902,0.000389574,0.002815847],"category_scores_gemma":[0.001219058,0.0003856213,0.0008519182,0.00249618,0.0002960886,0.000512678,0.0009268377,0.0005900501,0.0003016407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01213426,"about_ca_system_score_gemma":0.01766664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811039,"about_ca_topic_score_gemma":0.9905501,"domain_scores_codex":[0.9996156,0.00001884376,0.00004201109,0.00004029839,0.0001136494,0.000169537],"domain_scores_gemma":[0.9988061,0.00004004121,0.0002999527,0.00002663356,0.000453743,0.000373544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003997681,0.00002274927,0.9966274,0.00002605437,0.00004013687,0.00008259186,0.0003337877,0.00006307085,0.00007181545,0.00003494362,0.001507577,0.001149982],"study_design_scores_gemma":[0.000006144745,0.000008771748,0.9985276,0.000016309,0.00001400549,0.00003183606,0.0006115731,0.0000842948,0.00001488797,0.000008696567,0.0006717478,0.000004076415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713084,0.0004252388,0.00007495273,0.0004632074,0.00002412369,0.00007087374,0.02255769,0.0000135848,0.005061952],"genre_scores_gemma":[0.9860345,0.0005111243,0.0001087194,0.0002329992,0.00001599746,0.00004780434,0.00876068,0.000006067147,0.004282025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188961,"threshold_uncertainty_score":0.08804059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09303842928509493,"score_gpt":0.3753866485914786,"score_spread":0.2823482193063837,"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."}}