{"id":"W3071181371","doi":"10.1093/pch/pxaa068.075","title":"76 The predictive validity of MyHEARTSMAP for psychosocial screening in the emergency department","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Emergency department; Psychosocial; Medicine; Mental health; Face validity; Predictive validity; Family medicine; Health care; Psychiatry; Clinical psychology; Psychometrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00351109,0.0003161339,0.0002912709,0.001718617,0.0003301751,0.001025443,0.0006400388,0.0005636963,0.002881397],"category_scores_gemma":[0.01915304,0.000325822,0.0007468776,0.0008922261,0.0004208598,0.000635424,0.001082637,0.0008603258,0.0004453787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004439373,"about_ca_system_score_gemma":0.0006467042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004509082,"about_ca_topic_score_gemma":0.006308901,"domain_scores_codex":[0.9975767,0.0009014385,0.0003455284,0.0002941877,0.0006359516,0.00024613],"domain_scores_gemma":[0.9882411,0.00533501,0.003916649,0.0003678469,0.001305928,0.0008334948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002841415,0.00002933267,0.9983467,0.00001290688,0.00001470571,0.00002641299,0.00004509248,0.00003344141,0.00002521455,0.00001522833,0.0001271742,0.001295311],"study_design_scores_gemma":[0.000005644457,0.0001039151,0.9982597,0.00005335019,0.00002271263,0.0001555274,0.0002947822,0.0008040986,0.0000743737,0.00003460288,0.0001867479,0.000004661305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969342,0.000309789,0.0001993133,0.0001359947,0.00003369837,0.00006235893,0.0005830988,0.00001129472,0.001730166],"genre_scores_gemma":[0.999056,0.00009558994,0.0004221654,0.0000298859,0.00001653194,0.00003065923,0.0002573749,0.000002129334,0.00008953122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004509082,"threshold_uncertainty_score":0.01856863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09839817046384902,"score_gpt":0.4156133549207426,"score_spread":0.3172151844568936,"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."}}