{"id":"W3135855920","doi":"10.1016/j.ajem.2021.03.009","title":"Predictive performance of SOFA & qSOFA for in-hospital mortality in patients with severe novel coronavirus disease","year":2021,"lang":"en","type":"letter","venue":"The American Journal of Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Population Health Research Institute; McMaster University; Impact; St. Michael's Hospital; Western University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Betacoronavirus; Coronavirus; Disease; Pandemic; Severity of illness; Emergency medicine; Virology; Intensive care medicine; Internal medicine; Infectious disease (medical specialty); Outbreak","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":[0.001841731,0.0003686903,0.0009193951,0.0005230017,0.0007800088,0.001132226,0.0005806307,0.00512316,0.001770675],"category_scores_gemma":[0.02087136,0.0003065732,0.0007901091,0.0004772007,0.0005060018,0.0006831406,0.0003288303,0.004159275,0.0009562944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191867,"about_ca_system_score_gemma":0.001285583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003618655,"about_ca_topic_score_gemma":0.006388187,"domain_scores_codex":[0.9986271,0.000484748,0.0002562399,0.0001214853,0.0002915668,0.0002189444],"domain_scores_gemma":[0.9872869,0.008685696,0.0006307933,0.0003352062,0.001969255,0.001091998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002569198,0.0004478941,0.7164202,0.0001509504,0.0002315144,0.0182322,0.0007456075,0.001294895,0.001870234,0.001261432,0.1980637,0.05871225],"study_design_scores_gemma":[0.001439202,0.002462721,0.7949483,0.001345607,0.0007269981,0.03256356,0.003126764,0.03713613,0.002416614,0.01170556,0.1118177,0.0003107293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3098139,0.005544436,0.0009229017,0.6404798,0.01508524,0.00009618875,0.0009327126,0.00009750197,0.02702736],"genre_scores_gemma":[0.8408653,0.001498296,0.001357902,0.1219137,0.02971921,0.00008910379,0.0005167041,0.00003795266,0.004001783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00512316,"threshold_uncertainty_score":0.009740055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09178696075630498,"score_gpt":0.3602299130961964,"score_spread":0.2684429523398914,"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."}}