{"id":"W2159394644","doi":"10.1542/peds.2011-3798","title":"The HEADS-ED: A Rapid Mental Health Screening Tool for Pediatric Patients in the Emergency Department","year":2012,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Research Canada","funders":"","keywords":"Medicine; Emergency department; Psychosocial; Inter-rater reliability; Mental health; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032,0.0001572933,0.0001312329,0.00006696217,0.0006223668,0.00002509473,0.0002418513,0.00005556678,0.00008654033],"category_scores_gemma":[0.00004097023,0.00009719426,0.0001251899,0.0003322112,0.00001417064,0.00007587062,0.00003930713,0.0001603833,0.00006587849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006453884,"about_ca_system_score_gemma":0.00004247229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002044257,"about_ca_topic_score_gemma":0.00001432488,"domain_scores_codex":[0.9981896,0.0001512706,0.0004567871,0.0002011617,0.0003411905,0.0006599565],"domain_scores_gemma":[0.9993927,0.0001422284,0.0001647911,0.0001646922,0.00003848926,0.00009712292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005918033,0.0006181756,0.709893,0.00002528976,0.000009583514,1.264776e-7,0.00248769,6.744684e-7,2.820679e-8,0.00160509,0.2602713,0.02502977],"study_design_scores_gemma":[0.0008122236,0.00007721984,0.838689,0.000002794397,0.00001314204,7.302282e-7,0.0003013974,0.000001861091,6.82105e-8,0.0001473479,0.159831,0.0001233025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476543,0.02369935,0.0008026091,0.01122559,0.01188787,0.002693262,0.0002585355,0.00005227255,0.001726204],"genre_scores_gemma":[0.9837741,0.008810274,0.0002426643,0.001871812,0.004380272,0.0002012379,0.0002804843,0.00002341586,0.0004157922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1287959,"threshold_uncertainty_score":0.4786806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835296595085336,"score_gpt":0.3090260842124357,"score_spread":0.2806731182615823,"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."}}