{"id":"W4402285484","doi":"10.1016/s2468-1253(24)00224-3","title":"Global prevalence and characteristics of infections and clinical outcomes in hospitalised patients with cirrhosis: a prospective cohort study for the CLEARED Consortium","year":2024,"lang":"en","type":"article","venue":"˜The œLancet. Gastroenterology & hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Shanghai Rising-Star Program; National Natural Science Foundation of China; Conselho Nacional de Desenvolvimento Científico e Tecnológico; U.S. Department of Veterans Affairs","keywords":"Clearance; Medicine; Cirrhosis; Prospective cohort study; Cohort; Cohort study; Intensive care medicine; Internal medicine; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002612831,0.00013057,0.0005328245,0.00004381612,0.00005955958,0.00001223698,0.00006972529,0.00006478561,0.000003889837],"category_scores_gemma":[0.00002712854,0.000074848,0.0000531455,0.00007462451,0.0004592709,0.00004687467,0.00003257341,0.0001686314,6.289092e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002679472,"about_ca_system_score_gemma":0.00004421921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008519196,"about_ca_topic_score_gemma":0.0009762217,"domain_scores_codex":[0.9988409,0.0001760631,0.0003538002,0.0003175204,0.00008959105,0.00022214],"domain_scores_gemma":[0.9992336,0.0003276023,0.00009878966,0.0001982939,0.00009355737,0.00004813764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002952358,0.0005666398,0.9945897,0.0001511695,0.00124335,0.00002011458,0.000290254,2.471495e-7,4.197132e-7,0.00004963806,0.00001980259,0.0001162462],"study_design_scores_gemma":[0.00491622,0.003905191,0.9886185,0.00005148361,0.002018905,0.00003905605,0.00008823434,0.0002710198,2.379096e-7,0.00004474306,0.000004594111,0.00004181603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961724,0.0001060678,0.0002886076,0.0006697233,0.0002175677,0.002259168,0.0002533828,0.00002510265,0.000007987188],"genre_scores_gemma":[0.9990335,0.0002098723,0.00001839331,0.0003442161,0.00004283358,0.0003147712,0.00002302064,0.00000894497,0.000004506495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00597126,"threshold_uncertainty_score":0.3052213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111812255999637,"score_gpt":0.2950660582649026,"score_spread":0.2838848326649389,"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."}}