{"id":"W3177133436","doi":"10.14740/gr1389","title":"Radiographic Hepatic Steatosis Is Not Associated With Key Clinical Outcomes Among Patients Hospitalized With COVID-19","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gottfried und Julia Bangerter-Rhyner-Stiftung; School of Medicine, Boston University; Novartis Stiftung für Medizinisch-Biologische Forschung; National Institute of Diabetes and Digestive and Kidney Diseases; Centre Hospitalier Universitaire Vaudois; Novartis Foundation; Gilead Sciences; American Association for the Study of Liver Diseases","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Steatosis; 2019-20 coronavirus outbreak; Radiography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Gastroenterology; Radiology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000803175,0.0002847135,0.0008678319,0.000324112,0.0002433094,0.00005191257,0.0001833088,0.0001664286,0.0003935453],"category_scores_gemma":[0.0008968974,0.0001882528,0.0003109627,0.0005635668,0.0008661612,0.00009025312,0.0001569299,0.0005904394,0.0000322596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518646,"about_ca_system_score_gemma":0.0004451897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003238355,"about_ca_topic_score_gemma":0.0004937779,"domain_scores_codex":[0.995369,0.001267295,0.0004811992,0.000814993,0.001135898,0.0009316225],"domain_scores_gemma":[0.9966899,0.0006201124,0.0001454978,0.0006814578,0.0008332987,0.00102972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003035645,0.004618827,0.9842585,0.00005523966,0.003383724,0.001226475,0.0002391741,0.00000122366,0.000001242933,0.000006513696,0.003107764,0.00006568103],"study_design_scores_gemma":[0.020158,0.006124757,0.9726043,0.00012878,0.0006529434,0.00001623306,0.00009449648,0.00002103957,0.00001883135,0.00001200828,0.00006469688,0.0001039152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930892,0.00003691146,0.00001917301,0.005492691,0.00006718725,0.000995465,0.0001366311,0.00006325929,0.00009948373],"genre_scores_gemma":[0.99299,0.0002012653,0.0001617439,0.005575558,0.0000286491,0.0003547363,0.0003710187,0.00004522113,0.0002718754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01712235,"threshold_uncertainty_score":0.7676726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06502492425643261,"score_gpt":0.3826211544020949,"score_spread":0.3175962301456623,"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."}}