{"id":"W2947502330","doi":"10.1093/pch/pxz038","title":"Provincial dissemination of HEARTSMAP, an emergency department psychosocial assessment and disposition decision tool for children and youth","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; BC Children's Hospital","funders":"Ministry of Health, British Columbia; Doctors of BC","keywords":"Psychosocial; General partnership; Disposition; Mental health; Emergency department; Medicine; Session (web analytics); Nursing; Medical education; Psychology; Psychiatry; Business","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":[0.01877619,0.0003414262,0.0003898593,0.001923063,0.002128973,0.00176339,0.001907288,0.0004768464,0.008100922],"category_scores_gemma":[0.06438255,0.0005316308,0.0006018479,0.001673261,0.001224668,0.0009874335,0.005306552,0.00175423,0.00120739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01734636,"about_ca_system_score_gemma":0.1167337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5749844,"about_ca_topic_score_gemma":0.7377287,"domain_scores_codex":[0.9901811,0.004899755,0.000698226,0.0005699549,0.002428362,0.001222603],"domain_scores_gemma":[0.9549041,0.01437278,0.002911957,0.003889489,0.01381231,0.01010939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001073745,0.001278939,0.145275,0.002300154,0.00008932254,0.0005774617,0.01968654,0.001931982,0.002123489,0.00118031,0.05107066,0.7734124],"study_design_scores_gemma":[0.002413882,0.002484199,0.6724235,0.006167292,0.0002051309,0.0005689327,0.02041647,0.004754651,0.003855962,0.00116566,0.2852532,0.0002909892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8254187,0.002826051,0.02205887,0.02025206,0.0005555022,0.02226645,0.01410723,0.004019632,0.0884955],"genre_scores_gemma":[0.8755437,0.002023082,0.09393707,0.002339132,0.0001039588,0.008917251,0.004094267,0.0003616627,0.01267988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5749844,"threshold_uncertainty_score":0.8550372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00913410434153155,"score_gpt":0.336603106983748,"score_spread":0.3274690026422164,"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."}}