{"id":"W2942899440","doi":"10.1017/cem.2019.124","title":"LO82: Does triage assignment correlate with outcome for ed patients presenting with chest pain?","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care","funders":"","keywords":"Medicine; Triage; Chest pain; Acute coronary syndrome; Unstable angina; Pulmonary embolism; Emergency medicine; Medical diagnosis; Internal medicine; Myocardial infarction; Radiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003549305,0.0001608595,0.000464757,0.0002411147,0.000461448,0.000002736473,0.0001858698,0.0001245131,0.004493937],"category_scores_gemma":[0.001823677,0.00008124947,0.00004863185,0.0001887907,0.00004678356,0.0001720171,0.000006939518,0.0006717041,0.00003396649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658239,"about_ca_system_score_gemma":0.001317471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156515,"about_ca_topic_score_gemma":0.007205719,"domain_scores_codex":[0.9970284,0.0002372603,0.001510691,0.000125852,0.0004800281,0.0006177315],"domain_scores_gemma":[0.9962925,0.0004226988,0.001225059,0.0001889178,0.0007385799,0.00113219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000204243,0.00001603502,0.9414498,0.0009114743,0.00006439688,0.00000566173,0.00404195,0.00002995319,0.000002259784,0.000128029,0.05249111,0.0006551082],"study_design_scores_gemma":[0.01499548,0.005836113,0.4551852,0.003474289,0.0002616722,0.000002927936,0.009222973,0.001367586,0.000002265344,0.0002134296,0.5090279,0.0004101289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403585,0.0002842585,0.0111959,0.01420517,0.01974349,0.003095379,0.00003664266,0.00002277265,0.01105794],"genre_scores_gemma":[0.9923124,0.00005482383,0.0002765725,0.001320339,0.001119114,0.00003607883,0.00003183562,0.0000279245,0.004820887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4862645,"threshold_uncertainty_score":0.9964161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2436923002555139,"score_gpt":0.4430255476750743,"score_spread":0.1993332474195604,"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."}}