{"id":"W3209291765","doi":"10.1016/j.acap.2021.09.021","title":"The Impact of Universal Mental Health Screening on Pediatric Emergency Department Flow","year":2021,"lang":"en","type":"article","venue":"Academic Pediatrics","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Thursday; Confidence interval; Retrospective cohort study; Mental health; Emergency medicine; Significant difference; Cohort; Mean difference; Pediatrics; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00971037,0.0004609313,0.0005823381,0.001729708,0.001334372,0.002277971,0.001653973,0.001036511,0.006525933],"category_scores_gemma":[0.06720504,0.0003919919,0.00204002,0.002235093,0.001370682,0.003241231,0.004607848,0.002531446,0.0003769529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608497,"about_ca_system_score_gemma":0.007123037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07113393,"about_ca_topic_score_gemma":0.07312947,"domain_scores_codex":[0.9865552,0.007607202,0.0006733318,0.0008421838,0.001285626,0.003036424],"domain_scores_gemma":[0.9617552,0.01925714,0.007286329,0.002351987,0.003281707,0.006067574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001429854,0.0001359699,0.9952512,0.00002148538,0.00009791653,0.00004273693,0.0002427593,0.00007090929,0.00001149529,0.0002312111,0.0003693062,0.003382008],"study_design_scores_gemma":[0.000005195882,0.0001036455,0.9984414,0.00002816821,0.00006166672,0.00002639854,0.0009311138,0.00008800832,0.0000248038,0.00005367695,0.0002324157,0.000003513799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878787,0.001067125,0.0001579267,0.002708164,0.0001148842,0.00005367142,0.001488161,0.000008688843,0.006522549],"genre_scores_gemma":[0.9986157,0.0002329325,0.00008854367,0.0002124502,0.00006491457,0.00001773571,0.0003753973,0.000004104198,0.0003882382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07113393,"threshold_uncertainty_score":0.1414398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237365011006423,"score_gpt":0.3382450980203663,"score_spread":0.314508596919724,"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."}}