{"id":"W2473598097","doi":"10.1017/cem.2016.66","title":"LO029: Undetected serious medical illness in mental health patients seen in an academic emergency department","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Emergency department; Mental health; Mental illness; Etiology; Emergency medicine; Retrospective cohort study; Pediatrics; 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":[0.0004811961,0.0004131195,0.0003049434,0.001395776,0.0014892,0.001324163,0.0007036153,0.001217815,0.004610824],"category_scores_gemma":[0.004331255,0.0002743485,0.0003877629,0.001011755,0.0006315485,0.001086051,0.001171862,0.001474928,0.0007234973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202394,"about_ca_system_score_gemma":0.001708453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02993308,"about_ca_topic_score_gemma":0.05087423,"domain_scores_codex":[0.9993319,0.0001182055,0.0001274411,0.00008175387,0.0001266609,0.0002140441],"domain_scores_gemma":[0.9972601,0.0004864764,0.001056883,0.00005347695,0.0002866254,0.0008564321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003341478,0.0002020312,0.9918362,0.00004134974,0.00001850372,0.003895268,0.0004137945,0.00001638492,0.0002820328,0.00008898004,0.00129924,0.001571875],"study_design_scores_gemma":[0.00003698284,0.0003782358,0.9875485,0.00007216752,0.00003501542,0.006064852,0.00450877,0.0001708371,0.0001238361,0.0001023901,0.000932054,0.00002646033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920378,0.0002302324,0.00005883466,0.0009396889,0.00009808877,0.00007117277,0.001352105,0.000008382639,0.005203755],"genre_scores_gemma":[0.9972963,0.0001645295,0.0001300719,0.0007094737,0.00009866157,0.00002919567,0.0009081921,0.000005304442,0.0006582669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02993308,"threshold_uncertainty_score":0.05951774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04267651863385816,"score_gpt":0.3617073207672376,"score_spread":0.3190308021333794,"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."}}