{"id":"W2091406379","doi":"10.1053/jlts.2002.31340","title":"Model for end-stage liver disease and Child-Turcotte-Pugh score as predictors of pretransplantation disease severity, posttransplantation outcome, and resource utilization in United Network for Organ Sharing status 2A patients","year":2002,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Liver disease; Internal medicine; Liver transplantation; Model for End-Stage Liver Disease; United Network for Organ Sharing; Cohort; Severity of illness; Disease; Intensive care medicine; Transplantation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000182325,0.0003718675,0.0003742914,0.000436187,0.0002272321,0.00004722966,0.0000878617,0.0001593693,0.00003195184],"category_scores_gemma":[0.00002404851,0.0003918343,0.0001160698,0.0003630319,0.0001072132,0.00066239,0.000008564917,0.0001605543,0.000001522006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006577251,"about_ca_system_score_gemma":0.00005368617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001411571,"about_ca_topic_score_gemma":0.0002180819,"domain_scores_codex":[0.9976776,0.00008023996,0.0007057691,0.0006637718,0.0004186636,0.0004539682],"domain_scores_gemma":[0.9986904,0.0002258395,0.0002290916,0.0002043934,0.0002071677,0.0004431324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01020275,0.0003795745,0.9625313,0.01263562,0.0001914447,0.00005798847,0.007616559,0.004964985,0.00008762668,0.0008347189,0.00001631735,0.0004810645],"study_design_scores_gemma":[0.007564432,0.0002520963,0.7439821,0.001218148,0.002934625,0.000009479149,0.00005882396,0.2432497,0.0002340822,0.0001604196,0.00001858087,0.0003174932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690462,0.0008591755,0.02038752,0.0000727086,0.00007783603,0.00330222,0.006094694,0.00008908981,0.00007053349],"genre_scores_gemma":[0.9661019,0.009656264,0.0008280005,0.0002457197,0.00007140202,0.0001860544,0.02273438,0.00006693208,0.0001093359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382847,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04182173746023606,"score_gpt":0.2615524055464779,"score_spread":0.2197306680862418,"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."}}