{"id":"W2989314398","doi":"","title":"Pediatric Referrals for Urgent Psychiatric Consultation: Clinical Characteristics, Diagnoses and Outcome of 4 to 12 Year Old Children.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Referral; Medicine; Mental health; Medical diagnosis; Psychological intervention; Psychiatry; Emergency department; Cohort; Family 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":[0.0006148167,0.0003760839,0.0004118797,0.001693929,0.0007969179,0.000752109,0.0005841965,0.0006634412,0.001684973],"category_scores_gemma":[0.002801363,0.0004187829,0.0005568311,0.001540085,0.0004306193,0.0008733406,0.0007542576,0.0008858222,0.0002974005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007961497,"about_ca_system_score_gemma":0.0006880803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01491621,"about_ca_topic_score_gemma":0.0209536,"domain_scores_codex":[0.9993862,0.0001053397,0.00007303029,0.00009332997,0.0001434386,0.000198641],"domain_scores_gemma":[0.9972796,0.0003072704,0.001709857,0.00005769438,0.0001986007,0.0004470447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002436915,0.00003399866,0.9993926,0.000003811242,0.000006576763,0.0001646431,0.00008412903,0.0000088387,0.00002806831,0.000002454432,0.00003961536,0.0002109056],"study_design_scores_gemma":[0.000003414365,0.00009619261,0.9985647,0.000007040672,0.000006312789,0.0006587547,0.0005620285,0.00003482732,0.00002154039,0.000003445157,0.00003965123,0.000002231415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994373,0.00007993537,0.00001313597,0.00001978411,0.000002923733,0.00001114831,0.0003168393,0.000001958907,0.0001168646],"genre_scores_gemma":[0.9993384,0.00009281453,0.00004343899,0.00001140416,0.000005983068,0.00002093598,0.0004269212,0.000001527033,0.00005855878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01491621,"threshold_uncertainty_score":0.02965879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07741331303527733,"score_gpt":0.3486039666413474,"score_spread":0.27119065360607,"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."}}