{"id":"W2604583881","doi":"10.1016/j.jaac.2017.03.012","title":"Emergency Department as a First Contact for Mental Health Problems in Children and Youth","year":2017,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; Hospital for Sick Children; Women's College Hospital; SickKids Foundation; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Emergency department; Mental health; Psychology; Psychiatry; Medical emergency; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004086948,0.0002071857,0.0006989744,0.0001044832,0.0004116758,0.000008830023,0.000377238,0.000040521,0.000006001037],"category_scores_gemma":[0.00006555975,0.0001355516,0.0003638788,0.00009385659,0.0002154011,0.0001092566,0.0001150848,0.0005215927,4.434843e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006667318,"about_ca_system_score_gemma":0.0001036737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006665272,"about_ca_topic_score_gemma":0.00003943367,"domain_scores_codex":[0.9982821,0.00005068678,0.0008409555,0.0001960317,0.0003363783,0.0002938612],"domain_scores_gemma":[0.9973125,0.000007102557,0.002270852,0.0002033854,0.00004390356,0.0001622869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005379004,0.0004947116,0.9611712,0.0001900414,0.0003661453,1.342235e-7,0.0006588013,0.000003089961,0.00002961954,0.0001322219,0.03493201,0.001484152],"study_design_scores_gemma":[0.0026274,0.0009668379,0.9900337,0.002227419,0.0001706604,0.0001240733,0.0005774294,0.000002170861,0.00006043402,0.0002113446,0.002872503,0.0001259996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8270504,0.01594389,0.00001035395,0.1551551,0.000632178,0.0009551224,0.0001069192,0.000004960224,0.0001410989],"genre_scores_gemma":[0.9667759,0.02768128,0.0002223818,0.004757022,0.0005177712,0.0000040363,0.000003583551,0.00002069999,0.00001734364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1503981,"threshold_uncertainty_score":0.5527634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495975391308777,"score_gpt":0.3154572462243313,"score_spread":0.3004974923112435,"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."}}