{"id":"W2996676417","doi":"10.1002/hep.31070","title":"Ordinal Outcomes Are Superior to Binary Outcomes for Designing and Evaluating Clinical Trials in Compensated Cirrhosis","year":2019,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Yale Liver Center; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Cirrhosis; Internal medicine; Decompensation; Varices; Confidence interval","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":[0.002255896,0.0001303372,0.001161687,0.0001672978,0.00003717922,0.00001059999,0.00004444959,0.0001262898,0.00008430873],"category_scores_gemma":[0.0009044448,0.0001013391,0.000158629,0.0000916139,0.00003194059,0.00005859348,0.0000193534,0.0001107558,0.00003986794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002455539,"about_ca_system_score_gemma":0.00009163451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009564127,"about_ca_topic_score_gemma":0.00006245098,"domain_scores_codex":[0.9979843,0.0006205046,0.0007521825,0.0003106602,0.0001108849,0.0002214158],"domain_scores_gemma":[0.9962696,0.003254232,0.0001298155,0.0001390181,0.00008144766,0.0001259259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001287812,0.00008076383,0.9954013,0.0001632568,0.000199911,0.00004953741,0.0002552442,0.000002308586,0.001534699,0.0000608649,0.00003496019,0.0009293188],"study_design_scores_gemma":[0.007003133,0.0006939628,0.9887422,0.0001169165,0.000546098,0.00002075551,0.0002928455,0.002142623,0.0002307333,0.00006945623,0.00002890411,0.0001124121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957861,0.00008440913,0.0001919699,0.002163579,0.0002710871,0.001412228,0.00002587542,0.000032569,0.00003218844],"genre_scores_gemma":[0.9954791,0.00002321022,0.002582482,0.001684369,0.00002767524,0.00008746916,0.00004537867,0.00001542904,0.00005486734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006659162,"threshold_uncertainty_score":0.4132488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2684456934757719,"score_gpt":0.5009113477595412,"score_spread":0.2324656542837693,"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."}}