{"id":"W4386021288","doi":"10.1055/a-2157-3318","title":"COVID-19 and Liver Disease: An Evolving Landscape","year":2023,"lang":"en","type":"review","venue":"Seminars in Liver Disease","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Medicine; Liver disease; Coronavirus disease 2019 (COVID-19); Disease; Chronic liver disease; Pandemic; Population; Immunology; Viral hepatitis; Internal medicine; Infectious disease (medical specialty); Environmental health; Cirrhosis","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001337829,0.0007106492,0.002104936,0.0007562844,0.0002164669,0.00009058659,0.0004739163,0.0002739899,0.0007697335],"category_scores_gemma":[0.08419373,0.0005835833,0.0006247775,0.0009437503,0.000538048,0.0002221577,0.001121481,0.0009964127,0.0002926114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007654944,"about_ca_system_score_gemma":0.004895039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001965879,"about_ca_topic_score_gemma":0.00004950852,"domain_scores_codex":[0.9951316,0.0006005681,0.0008880111,0.001494303,0.001033843,0.0008516355],"domain_scores_gemma":[0.9825283,0.009791763,0.000258659,0.00133993,0.0001551381,0.005926156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006048735,0.0007886428,0.02355816,0.3460825,0.0004493394,0.0218527,0.0003469425,0.00000726302,4.611908e-8,0.00009176739,0.02549278,0.580725],"study_design_scores_gemma":[0.0009900825,0.0002111332,0.01714582,0.04564787,0.003279892,0.000005616234,0.00005464759,0.0009992593,4.979727e-9,0.0002371194,0.9307455,0.0006829861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007283759,0.9957228,0.00001041823,0.0006263957,0.0001527311,0.00234476,0.0007430288,0.000237712,0.00008928308],"genre_scores_gemma":[0.0003068565,0.993197,0.00007668065,0.001184819,0.0005161957,0.0005559305,0.000568208,0.0001472026,0.003447103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9052528,"threshold_uncertainty_score":0.9996616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117630117012912,"score_gpt":0.4675569461073202,"score_spread":0.355793934406029,"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."}}