{"id":"W4392166174","doi":"10.3390/v16030351","title":"Risk of Severe COVID-19-Related Outcomes among Patients with Cirrhosis: A Population-Based Cohort Study in Canada","year":2024,"lang":"en","type":"article","venue":"Viruses","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research; British Columbia Centre for Disease Control; University of British Columbia; Provincial Health Services Authority","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Cohort; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Population; Cohort study; Cirrhosis; Internal medicine; Demography; Environmental health; Virology; Outbreak; 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":[0.0005207468,0.0004681132,0.0006924351,0.0009913349,0.002275385,0.001417793,0.0009346909,0.0005520144,0.0014774],"category_scores_gemma":[0.001645703,0.0005592542,0.0008097883,0.003530621,0.0006122692,0.0003726233,0.000928932,0.0009842569,0.0002143882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087984,"about_ca_system_score_gemma":0.01225147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9705268,"about_ca_topic_score_gemma":0.9739041,"domain_scores_codex":[0.999248,0.00006514494,0.00005292984,0.0001682563,0.0001922509,0.0002735005],"domain_scores_gemma":[0.9983271,0.00008222592,0.000312967,0.0001003298,0.0006404687,0.0005369126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000071198,0.00001504416,0.9985832,0.00001149005,0.00005614384,0.00005308636,0.0001473241,0.00004392293,0.00009825896,0.00002506938,0.0002730736,0.0006221854],"study_design_scores_gemma":[0.00001384508,0.00002436074,0.9988828,0.00001702104,0.00003652839,0.00006801174,0.0003458285,0.0002548859,0.00002284875,0.00002046233,0.0003052028,0.000008156137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946415,0.0005399999,0.0001230081,0.0001780304,0.00001314807,0.00004725035,0.003611957,0.000009045182,0.0008359038],"genre_scores_gemma":[0.9978297,0.000275814,0.0001126517,0.00007684107,0.000006933791,0.00001450659,0.00136159,0.000003907376,0.0003179453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02947319,"threshold_uncertainty_score":0.07893914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00976751565975029,"score_gpt":0.2576417933069691,"score_spread":0.2478742776472188,"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."}}