{"id":"W4220983981","doi":"10.1080/15563650.2022.2038188","title":"Predictors of severe outcome following opioid intoxication in children","year":2022,"lang":"en","type":"article","venue":"Clinical Toxicology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Hospital for Sick Children; University of Toronto","funders":"Sick Kids Foundation","keywords":"Medicine; Opioid; Emergency medicine; Logistic regression; Prospective cohort study; Opioid overdose; Cohort study; Pediatrics; Cohort; Emergency department; Anesthesiology; Fentanyl; (+)-Naloxone; Internal medicine; Anesthesia; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006242228,0.0001141508,0.0005583314,0.0001356191,0.00004699095,0.000001820876,0.0001539528,0.0001369932,0.0003752519],"category_scores_gemma":[0.000577422,0.000109125,0.000263212,0.0002589709,0.00007640646,0.00002803567,0.0001985993,0.0004353397,0.00001946159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554764,"about_ca_system_score_gemma":0.0001758605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002676648,"about_ca_topic_score_gemma":0.000008063173,"domain_scores_codex":[0.9980763,0.0002601185,0.0009141585,0.0003335019,0.0002011906,0.0002146838],"domain_scores_gemma":[0.9990394,0.0003134205,0.0001728117,0.0003595208,0.00001882934,0.00009608222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001362039,0.001684949,0.9948409,0.00001325821,0.0001709922,0.00001702742,0.0001996722,0.00003500703,0.0001179724,0.000125177,0.0003153955,0.002343489],"study_design_scores_gemma":[0.003612783,0.001676533,0.992914,0.000008807388,0.0001268094,0.00002409517,0.0001672683,0.00003565543,0.00005506632,0.0002234712,0.001072591,0.00008298592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963601,0.0002256375,0.000007009214,0.001074788,0.0007645003,0.0007090699,0.00001891251,0.00004027017,0.0007997181],"genre_scores_gemma":[0.9980825,0.0000403591,0.0003700636,0.000893092,0.00008564314,0.0001331509,0.0001043797,0.00001832218,0.0002724916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003476579,"threshold_uncertainty_score":0.4449988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658152506967217,"score_gpt":0.3787414942526277,"score_spread":0.3421599691829555,"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."}}