{"id":"W4410506643","doi":"10.1097/pec.0000000000003408","title":"Emergency Department Revisits Among Youth Compared With Adults in Sudbury, Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Laurentian University; Science North","funders":"","keywords":"Medicine; Emergency department; Hazard ratio; Young adult; Psychological intervention; Demography; Retrospective cohort study; Observational study; Proportional hazards model; Cohort study; Population; Cohort; Pediatrics; Gerontology; Confidence interval; Internal medicine; Environmental health; Psychiatry","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":[0.0005820292,0.0003406641,0.0004560991,0.001087822,0.001709043,0.001004247,0.00090335,0.0003499457,0.001695194],"category_scores_gemma":[0.002173675,0.0002990761,0.0006616479,0.002301648,0.0005991388,0.0004379663,0.0008895827,0.0006242091,0.0001218974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01538532,"about_ca_system_score_gemma":0.02050583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9842075,"about_ca_topic_score_gemma":0.9914066,"domain_scores_codex":[0.9989048,0.0000644977,0.00009116449,0.0001510585,0.0003021685,0.0004861826],"domain_scores_gemma":[0.9974157,0.0001039031,0.001041715,0.00004726019,0.0006763744,0.000715074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000399458,0.000009491751,0.9982249,0.00002043587,0.00001973928,0.000037448,0.0002154739,0.00002373473,0.00003180793,0.0000261889,0.0004097497,0.0009411072],"study_design_scores_gemma":[0.00000560703,0.00002001573,0.9985824,0.00004475644,0.00001495179,0.00004373792,0.0008202715,0.00009029511,0.0000154446,0.000008852437,0.0003494132,0.000004310784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918593,0.001397264,0.00007891464,0.0003488969,0.00002144966,0.00004515522,0.004834673,0.000007132625,0.001407414],"genre_scores_gemma":[0.9969078,0.0007654129,0.00009851861,0.0001413284,0.00001462269,0.0000177317,0.001638981,0.000003513863,0.0004121241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579255,"threshold_uncertainty_score":0.1116288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009863665972166593,"score_gpt":0.2376560211186189,"score_spread":0.2277923551464524,"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."}}