{"id":"W3208842872","doi":"10.1016/j.cgh.2021.10.030","title":"Impact of the COVID-19 Pandemic on Hospitalizations for Alcoholic Hepatitis or Cirrhosis in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Alcoholic liver disease; Cirrhosis; Alcoholic hepatitis; Internal medicine; Cohort; Coronavirus disease 2019 (COVID-19); Pandemic; Gastroenterology; Emergency medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002896716,0.0001223197,0.0006118308,0.00005480629,0.00008307356,0.000002109405,0.00007496188,0.0002159982,0.000194201],"category_scores_gemma":[0.002834356,0.00008105782,0.0001647867,0.0001035173,0.0003036445,0.00001271691,0.00005081036,0.0002949963,0.00000155235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702238,"about_ca_system_score_gemma":0.002171824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.134861,"about_ca_topic_score_gemma":0.9321889,"domain_scores_codex":[0.9982731,0.0004341447,0.0006002133,0.0003083524,0.00006561737,0.0003185642],"domain_scores_gemma":[0.9972523,0.001950126,0.0001723224,0.0002613518,0.00008599857,0.0002778793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001559544,0.0002125318,0.992952,0.00009169541,0.00009533102,0.00003844891,0.00004087865,0.000006325934,0.000004011021,0.0003439112,0.004452431,0.0002029198],"study_design_scores_gemma":[0.004143231,0.001964959,0.9903196,0.00003008958,0.0000791453,0.0004112611,0.000009894949,0.0002770423,0.00000160586,0.00009937935,0.002620965,0.00004281738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811136,0.00005519676,0.000157639,0.01781152,0.0003408057,0.0004319921,0.00004813499,0.000007628203,0.00003355936],"genre_scores_gemma":[0.9590515,0.0005492909,0.00006601532,0.04005999,0.0000389892,0.00006331234,0.00003604743,0.000009540867,0.0001253506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7973279,"threshold_uncertainty_score":0.8709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442916748002118,"score_gpt":0.4554359864095855,"score_spread":0.3111443116093736,"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."}}