{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001599851,0.0006840152,0.001800064,0.002808625,0.0003475825,0.001856173,0.0008481903,0.001676784,0.00383839],"category_scores_gemma":[0.002886828,0.0003157896,0.0008440776,0.003048989,0.0008078734,0.002149514,0.0009110143,0.00220769,0.0007867849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058706,"about_ca_system_score_gemma":0.003348728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036806,"about_ca_topic_score_gemma":0.003169236,"domain_scores_codex":[0.9995346,0.000126373,0.00009832238,0.00006423919,0.0001388224,0.00003767955],"domain_scores_gemma":[0.9978193,0.001484371,0.0002279146,0.00003816238,0.0003318586,0.00009844689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001106576,0.00005260826,0.0004233201,0.05434988,0.0002276387,0.0002218973,0.0001742371,0.0002933095,0.0006370363,0.005969358,0.03058737,0.9069527],"study_design_scores_gemma":[0.00002317219,0.0001312547,0.001590884,0.02965966,0.0003297498,0.001224867,0.0002844009,0.00009038013,0.0001578166,0.003326071,0.963153,0.00002876912],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005234175,0.9990311,0.00002405947,0.0005316622,0.000150436,0.000001525857,0.000006452427,0.000002488014,0.0001999492],"genre_scores_gemma":[0.0003861047,0.9990024,0.00005920083,0.0002798628,0.0001699765,0.000002551,0.000009175332,6.898372e-7,0.00009006738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00383839,"threshold_uncertainty_score":0.01284069,"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."}}