{"id":"W2912304421","doi":"10.1542/hpeds.2018-0112","title":"Evaluating the HEADS-ED Screening Tool in a Hospital-Based Mental Health and Addictions Central Referral Intake System: A Prospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health; Children's Hospital of Eastern Ontario; Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Referral; Intraclass correlation; Psychosocial; Inter-rater reliability; Mental health; Cohort; Health care; Family medicine; Psychiatry; Psychometrics; Rating scale; Clinical psychology; Internal medicine","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":[0.009819994,0.0007416892,0.0007198217,0.001913283,0.001872987,0.001970376,0.001194839,0.0009053671,0.001750272],"category_scores_gemma":[0.01929036,0.0009968893,0.001094528,0.001814532,0.001054456,0.001834939,0.00206497,0.001713356,0.000646837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216844,"about_ca_system_score_gemma":0.00268951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02529928,"about_ca_topic_score_gemma":0.03625226,"domain_scores_codex":[0.9944276,0.002571333,0.0004518801,0.0006046639,0.001210369,0.0007342538],"domain_scores_gemma":[0.9889681,0.003024546,0.002795696,0.00106748,0.002686385,0.001457863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028082,0.0005846876,0.9968977,0.00001046124,0.00002421022,0.00009340412,0.001076228,0.00001672483,0.0000844244,0.000008288672,0.00006411366,0.001037009],"study_design_scores_gemma":[0.00005562781,0.00244797,0.9897116,0.00003249008,0.00004498549,0.000283482,0.006570555,0.0004694183,0.000152902,0.00001621581,0.0001931519,0.00002155603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995883,0.00001802017,0.00006882496,0.00001490484,0.000002926501,0.0001127939,0.0000843129,0.000002801551,0.0001071818],"genre_scores_gemma":[0.9988055,0.00005223326,0.0003992068,0.00005784027,0.000008247849,0.0001906911,0.0002922585,0.000006978309,0.0001871085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02529928,"threshold_uncertainty_score":0.05193377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416350173944505,"score_gpt":0.3711156719133017,"score_spread":0.3369521701738567,"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."}}