{"id":"W6910299467","doi":"10.48350/186103","title":"Correlates of child mental health and substance use related emergency department visits in Ontario: A linked population survey and administrative health data study.","year":2023,"lang":"en","type":"article","venue":"Open Access CRIS of the University of Bern","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Emergency department; Mental health; Substance use; Population; Occupational safety and health; Substance abuse; Public health; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004543833,0.00009856205,0.0004250169,0.00009142431,0.0001422225,0.0000115281,0.000430758,0.00003095248,0.00003522419],"category_scores_gemma":[0.00003937541,0.00008360253,0.00002477757,0.0003536495,0.00005096126,0.0006332761,0.0005315155,0.0001010518,4.229059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219194,"about_ca_system_score_gemma":0.0001447278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.216985,"about_ca_topic_score_gemma":0.833971,"domain_scores_codex":[0.9989815,0.0001732838,0.0003016965,0.0002460468,0.0001791175,0.0001183115],"domain_scores_gemma":[0.9990368,0.00007625585,0.0004094054,0.0003632408,0.00004387976,0.00007042378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007069289,0.0002849935,0.9838256,0.00002749126,0.0001369871,0.000004428406,0.01411343,0.000004724004,0.000001859521,0.000009848091,0.0005561279,0.0003276146],"study_design_scores_gemma":[0.002973322,0.0002951292,0.9904475,0.0002231751,0.00003965543,0.000001355307,0.005856457,0.00006873466,0.000009137633,0.00001573361,0.00001484655,0.00005493197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997112,0.0002682824,6.828716e-7,0.001091714,0.00006093696,0.001299409,0.0001260888,0.000006674907,0.000034186],"genre_scores_gemma":[0.9978143,0.0009150465,0.00004973717,0.00001969911,8.602747e-7,3.058269e-7,0.0006308124,0.000005851506,0.0005634091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.616986,"threshold_uncertainty_score":0.7882292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623771392393302,"score_gpt":0.3906978244000627,"score_spread":0.2283206851607325,"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."}}