{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006765759,0.0002448297,0.0003626955,0.0004671833,0.0003026434,0.0005671873,0.0002784347,0.0002863644,0.002251896],"category_scores_gemma":[0.004447391,0.0001648808,0.0003792385,0.000658538,0.0003718721,0.0004302916,0.0004777641,0.0005566643,0.0002043112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718027,"about_ca_system_score_gemma":0.0004250021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108051,"about_ca_topic_score_gemma":0.001564547,"domain_scores_codex":[0.9994204,0.0001365601,0.0001063924,0.0001203945,0.0001137162,0.0001026603],"domain_scores_gemma":[0.9956329,0.0006462347,0.002685778,0.0001759317,0.0002575944,0.000601526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008869636,0.000007076729,0.9995215,0.00000463843,0.00001376261,0.00003354228,0.00000750138,0.00001166071,0.00005843504,0.000004690968,0.0000169066,0.0002315707],"study_design_scores_gemma":[0.000008076068,0.0001186096,0.999084,0.000008394947,0.00002400423,0.0004039658,0.0001000058,0.0001367104,0.00004504232,0.00002557426,0.00004331088,0.000002160801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994017,0.0001617872,0.00005553178,0.00004346461,0.000005792546,0.000003660434,0.0001156912,0.000001724165,0.0002106711],"genre_scores_gemma":[0.9997756,0.00003240611,0.00002769314,0.00001046195,0.00001031549,0.000001998692,0.0001226292,7.790217e-7,0.00001815175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002251896,"threshold_uncertainty_score":0.007533312,"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."}}