{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4606076,0.002735177,0.005961066,0.004897919,0.001187573,0.004627247,0.001539322,0.004471081,0.00735609],"category_scores_gemma":[0.5203632,0.001244444,0.005308752,0.004458758,0.005253561,0.00632542,0.004269582,0.004521848,0.000868674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800603,"about_ca_system_score_gemma":0.003121771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00019793,"about_ca_topic_score_gemma":0.000310865,"domain_scores_codex":[0.2451004,0.7120119,0.0280621,0.004748995,0.00864313,0.001433456],"domain_scores_gemma":[0.2963715,0.6046308,0.05602917,0.02679547,0.01175922,0.004413807],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.4556189,0.00471886,0.1135028,0.03794466,0.0426817,0.0008120684,0.002182811,0.03721246,0.003062269,0.05771348,0.007014428,0.2375356],"study_design_scores_gemma":[0.2133147,0.2017322,0.08275653,0.01127645,0.02549703,0.000882401,0.001355947,0.1934987,0.006611819,0.2212124,0.04079743,0.001064375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2842852,0.02799639,0.5286024,0.009321273,0.009733043,0.1165897,0.003896461,0.001307847,0.01826766],"genre_scores_gemma":[0.6271085,0.001900583,0.2436842,0.002496526,0.001318536,0.1218484,0.0007756782,0.0001254725,0.0007421059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5393924,"threshold_uncertainty_score":0.6651669,"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."}}