{"id":"W2618394048","doi":"10.1097/pec.0000000000001180","title":"The HEADS-ED","year":2017,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Referral; Confidence interval; Emergency medicine; Mental health; Pediatrics; Family medicine; Psychiatry; 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":[0.006425161,0.0003914497,0.0006993588,0.0004053432,0.0003758087,0.0008898299,0.0008283688,0.0008265848,0.0129656],"category_scores_gemma":[0.02238156,0.0002665218,0.001201409,0.000403734,0.0005529346,0.001071783,0.001534028,0.001018614,0.000879127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007638941,"about_ca_system_score_gemma":0.003236519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109686,"about_ca_topic_score_gemma":0.002336286,"domain_scores_codex":[0.9929748,0.004902472,0.0005924277,0.0004546015,0.0007824239,0.000293329],"domain_scores_gemma":[0.9887834,0.005720298,0.002347113,0.0005195995,0.0008972567,0.001732434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07644895,0.02036672,0.1700855,0.007316405,0.001550569,0.0004514639,0.00159042,0.002045297,0.0009192151,0.001934033,0.02995705,0.6873344],"study_design_scores_gemma":[0.1574455,0.246,0.4566433,0.009848439,0.003023336,0.003088119,0.005925977,0.007129898,0.003467459,0.0018597,0.105214,0.0003543677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9641822,0.003725789,0.001795953,0.00413437,0.000674047,0.005474155,0.003061449,0.0001698498,0.01678218],"genre_scores_gemma":[0.9785548,0.001415894,0.00953682,0.002846681,0.0003387391,0.00384844,0.0009670928,0.00001547631,0.002476113],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0129656,"threshold_uncertainty_score":0.04337424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143285893896321,"score_gpt":0.3845845846190958,"score_spread":0.3631517256801327,"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."}}