{"id":"W4210600867","doi":"10.1016/j.jtho.2021.12.015","title":"A Definitive Prognostication System for Patients With Thoracic Malignancies Diagnosed With Coronavirus Disease 2019: An Update From the TERAVOLT Registry","year":2022,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada); Princess Margaret Cancer Centre; University Health Network","funders":"Genentech; Puma Biotechnology; Italfarmaco; PharmaMar; G1 Therapeutics; Sanofi Genzyme; Merck Sharp and Dohme; Eisai; Sanofi; Apollomics; International Association for the Study of Lung Cancer; BeiGene; AstraZeneca; Novocure; Regeneron Pharmaceuticals; F. Hoffmann-La Roche; EMD Serono; Daiichi Sankyo Europe; National Cancer Institute; Gilead Sciences; GlaxoSmithKline; Bristol-Myers Squibb; Eli Lilly and Company; Amgen; Pfizer; Bristol-Myers Squibb Foundation","keywords":"Medicine; Procalcitonin; Case fatality rate; Internal medicine; Logistic regression; Pneumonia; Stage (stratigraphy); Cancer; Disease; Epidemiology; Sepsis","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":[0.008702733,0.0005726934,0.001644108,0.004566072,0.0006491613,0.003211229,0.001729939,0.0008694059,0.002924502],"category_scores_gemma":[0.02735298,0.0003883955,0.001783034,0.006608693,0.0003490374,0.003199948,0.002342347,0.001901236,0.00167724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673859,"about_ca_system_score_gemma":0.00498947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00943912,"about_ca_topic_score_gemma":0.01256365,"domain_scores_codex":[0.9944225,0.00104444,0.002299241,0.0008305465,0.0009357448,0.0004673963],"domain_scores_gemma":[0.9750082,0.005636062,0.006110429,0.002661866,0.008750052,0.001833325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006097249,0.0001043692,0.7118682,0.0009658287,0.0007436436,0.0001342335,0.000333119,0.001116434,0.0003868922,0.002857983,0.1135657,0.1673139],"study_design_scores_gemma":[0.0003473882,0.0003279565,0.7962022,0.00340469,0.001619592,0.001560192,0.001012399,0.004313625,0.00133846,0.003066212,0.1866203,0.0001870715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4035172,0.07762957,0.0353884,0.03597562,0.005858097,0.00136542,0.3923556,0.002660125,0.04524995],"genre_scores_gemma":[0.4805745,0.0215626,0.03486197,0.004381856,0.001669374,0.001053386,0.4515764,0.000473689,0.003846137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00943912,"threshold_uncertainty_score":0.04602504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05298130859414155,"score_gpt":0.4277875252129225,"score_spread":0.3748062166187809,"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."}}