{"id":"W4401593164","doi":"10.1016/j.jadohealth.2024.06.019","title":"Physician Follow-Up of Pediatric and Young Adult Emergency Department Visits for Substance Use in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Ottawa; Ottawa Hospital; Children's Hospital of Eastern Ontario","funders":"Public Health Agency; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada; Ontario Ministry of Health and Long-Term Care; Ministry of Health, Ontario","keywords":"Emergency department; Substance use; Medicine; Family medicine; Medical emergency; Substance abuse; Emergency medicine; Outpatient clinic; 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":[0.0004425985,0.0002427767,0.0004608132,0.001284855,0.002678618,0.001135873,0.001805841,0.0007305838,0.003965071],"category_scores_gemma":[0.00341819,0.0004824284,0.0006346312,0.002893696,0.0004926381,0.000566184,0.000924128,0.0011939,0.0003190977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03445246,"about_ca_system_score_gemma":0.04446469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949722,"about_ca_topic_score_gemma":0.9981648,"domain_scores_codex":[0.9985267,0.0001089565,0.0001383018,0.0001576447,0.0005197803,0.0005485364],"domain_scores_gemma":[0.9954667,0.0002274399,0.00103344,0.00006524564,0.001946912,0.001260261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004758773,0.0000497705,0.9937299,0.00004179346,0.00003707243,0.0002356416,0.0007829999,0.00007669332,0.0000796595,0.000058584,0.002100555,0.00275963],"study_design_scores_gemma":[0.000007046067,0.00001575484,0.9976624,0.00004539845,0.00001364385,0.00009407209,0.001286886,0.0001450267,0.0000208125,0.000007728545,0.000694862,0.000006315512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827124,0.00195988,0.00009749521,0.001546997,0.00005103439,0.0001114684,0.006912408,0.00002127075,0.006587056],"genre_scores_gemma":[0.9947595,0.001024079,0.0001827327,0.0003955877,0.00002043956,0.00002804558,0.00167966,0.000006936315,0.001903062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03445246,"threshold_uncertainty_score":0.2499713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197019497472463,"score_gpt":0.2816149656639464,"score_spread":0.2619130159167001,"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."}}