{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007066951,0.0003598384,0.000390379,0.001176122,0.002908337,0.002047927,0.001460881,0.001150815,0.004443179],"category_scores_gemma":[0.002349007,0.000352127,0.0009267561,0.002162045,0.0009815767,0.0004553105,0.001777644,0.001820406,0.0002883072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06665982,"about_ca_system_score_gemma":0.1124161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986285,"about_ca_topic_score_gemma":0.9993148,"domain_scores_codex":[0.9985954,0.0001070671,0.00006052629,0.0000654477,0.0003430572,0.0008284675],"domain_scores_gemma":[0.9966033,0.0001052926,0.0003376735,0.000041805,0.001252172,0.001659782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005393322,0.0001878564,0.952296,0.0001700324,0.0002053856,0.0008187002,0.001005218,0.001548629,0.0003228855,0.001553088,0.02512955,0.01622334],"study_design_scores_gemma":[0.00004535788,0.00004601253,0.9877205,0.0001628798,0.00005617747,0.0001391628,0.004029188,0.0007817279,0.00006304324,0.000109095,0.006816349,0.00003043744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9314657,0.005466034,0.0002122578,0.02055765,0.0006600669,0.0001435781,0.0164657,0.00006185613,0.02496714],"genre_scores_gemma":[0.9857095,0.002745318,0.0002491319,0.002479339,0.0001205947,0.00002379718,0.003435388,0.00001929321,0.005217651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06665982,"threshold_uncertainty_score":0.4836531,"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."}}