{"id":"W2070851574","doi":"10.1111/j.1478-3231.2011.02627.x","title":"Recognizing and preventing death from compensated cirrhosis in the community","year":2011,"lang":"en","type":"letter","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; National Institute of Biomedical Imaging and Bioengineering","keywords":"Cirrhosis; Ascites; Medicine; Varices; Internal medicine; Hepatic encephalopathy; Gastroenterology; Spontaneous bacterial peritonitis; Liver disease; Model for End-Stage Liver Disease; Mortality rate; Portal hypertension; Stage (stratigraphy); Asymptomatic; Liver transplantation; Transplantation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750138,0.0001359812,0.0001625433,0.0001132371,0.00007123718,0.00004047747,0.0002158168,0.0001723856,0.0004698676],"category_scores_gemma":[0.00001092987,0.0001057668,0.00006408937,0.00004100283,0.00003355211,0.00009658474,0.00004250679,0.001228827,0.00003961965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003838049,"about_ca_system_score_gemma":0.00002554488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005774642,"about_ca_topic_score_gemma":0.0001509248,"domain_scores_codex":[0.9990188,0.0002465318,0.0001976003,0.0001620916,0.0002616024,0.0001133347],"domain_scores_gemma":[0.9993185,0.0003341418,0.00009462263,0.0001677744,0.00006386302,0.00002109905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000652823,0.0006477353,0.7766417,0.000866977,0.004211793,0.004084971,0.04234457,5.71524e-7,0.0002259312,0.0002486921,0.1639526,0.006121706],"study_design_scores_gemma":[0.00165115,0.00005768429,0.9731095,0.001152589,0.00107333,0.00009913559,0.0003390432,0.0001863726,0.0001203048,0.001256129,0.02073066,0.0002240415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249619,0.0003927115,0.00005618324,0.05553979,0.0004740128,0.0006862161,0.0004065596,0.00004194175,0.01744071],"genre_scores_gemma":[0.7797326,0.0003086078,0.0004323175,0.212313,0.001037539,0.00004105864,0.005707285,0.00002342218,0.0004041202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1964679,"threshold_uncertainty_score":0.8729569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09275013171615,"score_gpt":0.2816046657474239,"score_spread":0.1888545340312739,"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."}}