{"id":"W3015394758","doi":"10.1016/j.cgh.2020.04.018","title":"Noninvasive Markers of Portal Hypertension Detect Decompensation in Overweight or Obese Patients With Compensated Advanced Chronic Liver Disease","year":2020,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Interquartile range; Internal medicine; Decompensation; Gastroenterology; Portal hypertension; Cirrhosis; Chronic liver disease; Ascites; Hepatic encephalopathy; Model for End-Stage Liver Disease; Nonalcoholic fatty liver disease; Liver disease; Liver transplantation; Fatty liver; Transplantation; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003168058,0.0005758947,0.000707698,0.001138993,0.000269648,0.0008132646,0.0001775781,0.0005098204,0.001018008],"category_scores_gemma":[0.00188414,0.0002612103,0.0003497986,0.0008001484,0.0002443786,0.0006300194,0.0004139113,0.0008275806,0.000159929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717341,"about_ca_system_score_gemma":0.0001788181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009341905,"about_ca_topic_score_gemma":0.002169095,"domain_scores_codex":[0.9998062,0.00005567466,0.00002674312,0.00002358592,0.00004962633,0.00003821773],"domain_scores_gemma":[0.9990811,0.0002772619,0.0003276191,0.00002630685,0.00006518489,0.0002225212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009038878,0.0001062388,0.9947743,0.00001630358,0.00006002257,0.0001594828,0.00003221751,0.00004416675,0.0008475856,0.00001556016,0.00006335144,0.002976869],"study_design_scores_gemma":[0.00003852154,0.0003480284,0.9980341,0.00001251659,0.00006828253,0.0003890677,0.0001551019,0.0005230378,0.0002656241,0.00004492382,0.0001134195,0.000007458177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979504,0.0007894763,0.0001308466,0.00009985099,0.00002150137,0.00001337752,0.0001116356,0.000006396557,0.0008765128],"genre_scores_gemma":[0.9991534,0.0002199363,0.0002100417,0.00005028472,0.00003608513,0.000007865388,0.0001437338,0.000002037068,0.0001766712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001138993,"threshold_uncertainty_score":0.003405631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608259706974392,"score_gpt":0.2783615274490974,"score_spread":0.2522789303793534,"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."}}