{"id":"W4298007619","doi":"10.1016/j.dld.2022.09.006","title":"Chronic liver disease-related mortality in diabetes before and during the COVID-19 in the United States","year":2022,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Chronic liver disease; Pandemic; Diabetes mellitus; Cirrhosis; Liver disease; Mortality rate; Alcoholic liver disease; Disease; Internal medicine; Nonalcoholic fatty liver disease; Hepatitis C; Coronavirus disease 2019 (COVID-19); Fatty liver; Infectious disease (medical specialty); Endocrinology","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":[0.002203363,0.000503272,0.0006548664,0.001878329,0.0009686656,0.00152113,0.000707095,0.001087313,0.0011539],"category_scores_gemma":[0.003695937,0.0004332064,0.001149517,0.003619035,0.0003972284,0.001270849,0.00168558,0.001729695,0.0002165168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016508,"about_ca_system_score_gemma":0.002140788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1237558,"about_ca_topic_score_gemma":0.1768026,"domain_scores_codex":[0.9979807,0.0005294867,0.0003232372,0.0003366038,0.0002737669,0.0005562822],"domain_scores_gemma":[0.9957712,0.0003867926,0.001717968,0.0002213705,0.0006195426,0.001283024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003128709,0.00007454753,0.9975802,0.00002477715,0.0001320766,0.00002661552,0.00005566132,0.00002783455,0.00004118351,0.00003408646,0.0008506895,0.0008394896],"study_design_scores_gemma":[0.00001374097,0.00005485296,0.9991407,0.00002171962,0.00004188295,0.00001775747,0.0002272656,0.00002472879,0.00001844759,0.000004966521,0.0004295896,0.00000420097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765233,0.002967393,0.00009272732,0.0006649165,0.0001949467,0.00005726062,0.01719526,0.000008958452,0.0022952],"genre_scores_gemma":[0.9809092,0.001662411,0.000121402,0.00050229,0.0001990039,0.0000941379,0.01554811,0.000006434329,0.0009569567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237558,"threshold_uncertainty_score":0.2460709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438422164473191,"score_gpt":0.3547616749419143,"score_spread":0.3203774532971824,"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."}}