{"id":"W3048092465","doi":"10.1016/j.jtcvs.2020.04.011","title":"Adult cardiac surgery during the COVID-19 pandemic: A tiered patient triage guidance statement","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Triage; Pandemic; Statement (logic); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cardiac surgery; Medical emergency; Medicine; Intensive care medicine; Virology; Surgery; Internal medicine; Political science; Outbreak; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.003876887,0.0002178513,0.001318738,0.0001565835,0.0001983183,0.00005656192,0.00006992436,0.00009836719,0.00001537437],"category_scores_gemma":[0.002200395,0.0001391518,0.003089559,0.000355782,0.0001009076,0.0001641125,0.00005955251,0.0003572736,0.000004423803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394127,"about_ca_system_score_gemma":0.0004707397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002542691,"about_ca_topic_score_gemma":7.270041e-7,"domain_scores_codex":[0.9966405,0.0007776786,0.0009853409,0.0002571699,0.001047433,0.0002918467],"domain_scores_gemma":[0.9975008,0.0007618547,0.0004646147,0.0003381183,0.0003543723,0.0005802693],"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":[0.003723756,0.00007654737,0.7886802,0.001789363,0.008612527,0.001896086,0.003176686,0.0007840536,0.0009293596,0.000003539362,0.03893961,0.1513883],"study_design_scores_gemma":[0.002429625,0.0002420782,0.4009374,0.001240391,0.007060015,0.002558322,0.008078895,0.0001412913,0.002739256,0.0000852984,0.5733209,0.001166522],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486385,0.04497173,0.001409955,0.002918325,0.001601665,0.0003397051,0.00002296856,0.00003204184,0.00006511479],"genre_scores_gemma":[0.9836643,0.01362843,0.00008980226,0.001309485,0.001235227,0.00001569983,0.000009810959,0.00002930931,0.00001798557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5343813,"threshold_uncertainty_score":0.5674446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093773027802166,"score_gpt":0.3008802453725001,"score_spread":0.2599425150944784,"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."}}