{"id":"W3163161851","doi":"10.1053/j.gastro.2021.04.077","title":"Nonselective Beta-Blockers in Compensated Cirrhosis: Preventing Variceal Hemorrhage or Preventing Decompensation?","year":2021,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Yale Liver Center; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Yale University","keywords":"Decompensation; Medicine; Cirrhosis; BETA (programming language); Internal medicine; Cardiology; Gastroenterology","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":[0.000198192,0.0001651694,0.0003594046,0.0001563096,0.00007976282,0.00001718796,0.00006809268,0.00007798278,0.0003634243],"category_scores_gemma":[0.00001641722,0.00016014,0.0001037851,0.0002634832,0.0000382746,0.0001097733,0.00003743811,0.0002410794,0.00003159323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008329906,"about_ca_system_score_gemma":0.0001410926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006367012,"about_ca_topic_score_gemma":0.0007445195,"domain_scores_codex":[0.9983254,0.0002808083,0.0004069136,0.0003959316,0.0001562557,0.0004346958],"domain_scores_gemma":[0.9993677,0.00009132772,0.0001242412,0.0001774814,0.0001272279,0.0001120961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001779155,0.000471037,0.9883903,0.0001988672,0.0005482781,0.001591841,0.0007369148,0.00003005119,0.005879795,0.00002136378,0.00004260838,0.0003097833],"study_design_scores_gemma":[0.005442519,0.00046074,0.9858128,0.0001720663,0.0009992294,0.001104014,0.0004209358,0.002222315,0.003197623,0.00005122885,0.00001259128,0.0001039448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967127,0.00006014766,0.001321406,0.001131989,0.0001372593,0.0003469536,0.00001556737,0.00005710248,0.0002168938],"genre_scores_gemma":[0.9915085,0.00001861024,0.007045301,0.0008247612,0.00006787945,0.00004262793,0.0002826602,0.00002059714,0.0001890902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005723895,"threshold_uncertainty_score":0.653032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654536904959802,"score_gpt":0.2757713434011528,"score_spread":0.2592259743515548,"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."}}