{"id":"W3180721686","doi":"10.1186/s12954-021-00521-4","title":"Factors associated with opioid overdose during medication-assisted treatment: How can we identify individuals at risk?","year":2021,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; St. Joseph’s Healthcare Hamilton; NOSM University; Health Sciences North; Impact; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Opioid overdose; Emergency department; Drug overdose; Odds ratio; Emergency medicine; Opioid; Confidence interval; Poison control; Internal medicine; (+)-Naloxone; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002217278,0.0006495211,0.001280996,0.002145845,0.0009312446,0.002125271,0.0009984144,0.001530218,0.001977768],"category_scores_gemma":[0.01455403,0.0003354421,0.0009705788,0.002429349,0.0008909315,0.002176123,0.0007466182,0.00180028,0.0003648948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845385,"about_ca_system_score_gemma":0.004468437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1115426,"about_ca_topic_score_gemma":0.1610685,"domain_scores_codex":[0.9991457,0.0002200752,0.00009966198,0.0001312902,0.0002387117,0.0001644627],"domain_scores_gemma":[0.9937547,0.001626532,0.002370157,0.0001434355,0.001062129,0.00104294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003543046,0.0000537637,0.9874731,0.0001254043,0.00006418976,0.00005817191,0.0001708105,0.00008108722,0.00002763009,0.00006293032,0.001244646,0.01060283],"study_design_scores_gemma":[0.00001007933,0.0000713855,0.9954404,0.000687142,0.0001359505,0.0001571914,0.001173425,0.0007082197,0.00003458198,0.0003911529,0.001171046,0.0000195503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8931814,0.05559241,0.001944472,0.04088672,0.0003585862,0.0001903868,0.002489117,0.00008203283,0.005274793],"genre_scores_gemma":[0.9750053,0.01993827,0.001943868,0.00133923,0.0003236038,0.00007264414,0.000989894,0.000009930313,0.0003773017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1115426,"threshold_uncertainty_score":0.2217867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785321518144714,"score_gpt":0.2938501169629634,"score_spread":0.2559969017815162,"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."}}