{"id":"W4323351091","doi":"10.1093/jcag/gwac036.063","title":"A63 TRENDS AND OUTCOMES OF LIVER DISEASE HOSPITALIZATIONS DURING THE CORONAVIRUS PANDEMIC IN THE UNITED STATES: A NATIONWIDE POPULATION-LEVEL ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Medicine; Cirrhosis; Liver disease; Alcoholic liver disease; Pandemic; Liver transplantation; Hepatocellular carcinoma; Internal medicine; Population; Gastroenterology; Disease; Coronavirus disease 2019 (COVID-19); Transplantation; Environmental health; Infectious disease (medical specialty)","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":[0.00111632,0.0002824091,0.0003722067,0.001218079,0.0003024193,0.0005787709,0.0004107334,0.0004486484,0.001375956],"category_scores_gemma":[0.002221704,0.0002514998,0.0009374102,0.002179834,0.0001896114,0.0006685669,0.0006900652,0.0006944749,0.0002454053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005059282,"about_ca_system_score_gemma":0.0005599745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01978602,"about_ca_topic_score_gemma":0.02203912,"domain_scores_codex":[0.9992316,0.0001705065,0.0001297982,0.0002143325,0.0001415859,0.0001120671],"domain_scores_gemma":[0.9979025,0.0002774884,0.001055252,0.000167249,0.0003784853,0.0002189475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004329561,0.00002523954,0.9986356,0.00001349341,0.000127707,0.00001200824,0.00002121836,0.000112796,0.00006209918,0.00001117656,0.0003089083,0.0006264965],"study_design_scores_gemma":[0.000002594689,0.00003303228,0.9992645,0.000006273458,0.0000368442,0.00003151956,0.0001002068,0.0003652911,0.00002226367,0.000009186741,0.0001253892,0.000002838333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918534,0.0002416974,0.000134029,0.0000911696,0.00001002063,0.00001192604,0.007099019,0.00001316489,0.0005456028],"genre_scores_gemma":[0.9928831,0.0000982337,0.0001210837,0.00005501947,0.00001470391,0.00002311989,0.006688016,0.000004472136,0.0001123025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01978602,"threshold_uncertainty_score":0.03934175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844852180621273,"score_gpt":0.2715826733766841,"score_spread":0.2531341515704713,"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."}}