{"id":"W4408854755","doi":"10.31027/odprn.2024.04","title":"Opioid-Related Toxicity Deaths Within Ontario Shelters: Circumstances of Death and Prior Medication & Healthcare Us","year":2024,"lang":"en","type":"report","venue":"","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Ontario","keywords":"Health care; Opioid; Toxicity; Medicine; Emergency medicine; 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":[0.0001174751,0.0002523101,0.0001948653,0.001473657,0.001379606,0.0006149538,0.0005905798,0.0002498566,0.01890542],"category_scores_gemma":[0.001903397,0.0001885745,0.0003759475,0.002830996,0.0002055424,0.0003376239,0.0008611953,0.0003844044,0.001265038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006335348,"about_ca_system_score_gemma":0.01162565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8915972,"about_ca_topic_score_gemma":0.9602427,"domain_scores_codex":[0.9996794,0.0000148576,0.00003889591,0.00002584309,0.0001354274,0.0001056693],"domain_scores_gemma":[0.9986119,0.0000517065,0.000461815,0.00003558657,0.0005333159,0.0003056419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001847733,0.0001029087,0.8642066,0.0003585324,0.0000913979,0.0004452074,0.0005423594,0.0003688184,0.0001723548,0.0004520015,0.1189195,0.01415554],"study_design_scores_gemma":[0.00002086276,0.00001481452,0.981392,0.0001427514,0.00002088639,0.0001403926,0.0006026762,0.0001230067,0.00004953537,0.00005431122,0.01742902,0.00000986131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2971984,0.001628296,0.0002554774,0.00124166,0.000119999,0.0006459039,0.5749473,0.0001387293,0.1238243],"genre_scores_gemma":[0.7645664,0.002749632,0.0006896739,0.0007974386,0.0001389767,0.000487196,0.1864714,0.00006156794,0.0440378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1084028,"threshold_uncertainty_score":0.2180825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03921859414451691,"score_gpt":0.3327143049439527,"score_spread":0.2934957107994358,"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."}}