{"id":"W77854245","doi":"","title":"Clinical acuity of repeat pediatric mental health presentations to the emergency department.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Emergency department; Medicine; Mental health; Mood; Triage; Attendance; Mood disorders; Psychiatry; Neuroticism; Anxiety; Psychology; Personality","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001454667,0.0002169259,0.0002383441,0.001197713,0.0002711432,0.0005785818,0.0004374395,0.000384009,0.002417466],"category_scores_gemma":[0.01189999,0.0001943084,0.0006044789,0.0009952523,0.0002841344,0.0006396098,0.0006324108,0.0006560708,0.0001961976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000612327,"about_ca_system_score_gemma":0.0005574657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00592976,"about_ca_topic_score_gemma":0.006197508,"domain_scores_codex":[0.9988874,0.0003378924,0.0001491054,0.000202881,0.0002419991,0.0001807889],"domain_scores_gemma":[0.9920706,0.001405301,0.005146946,0.0002778454,0.0005749781,0.0005242155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003274475,0.000009664423,0.9991983,0.000006001515,0.00002214078,0.00005047413,0.00003598317,0.00001989398,0.00002043948,0.000007393065,0.00006214069,0.000534863],"study_design_scores_gemma":[0.000001674585,0.00003909789,0.9993506,0.000005534799,0.000007194869,0.0003435506,0.00009069707,0.00006728808,0.0000267471,0.000005827727,0.00006060858,0.00000120202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986298,0.0002843345,0.00008216078,0.00004941638,0.000006324192,0.000009814717,0.0006503886,0.000003892029,0.0002838211],"genre_scores_gemma":[0.9994636,0.00004132692,0.00005004497,0.000008271501,0.000006122332,0.0000062288,0.0003755904,9.644231e-7,0.00004786838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00592976,"threshold_uncertainty_score":0.01179051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038551017323737,"score_gpt":0.3698831664978047,"score_spread":0.2660280647654311,"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."}}