{"id":"W2072188762","doi":"10.1111/liv.12802","title":"Occult cirrhosis diagnosed by transient elastography is a frequent and under‐monitored clinical entity","year":2015,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Transient elastography; Cirrhosis; Gastroenterology; Internal medicine; Hepatocellular carcinoma; Ascites; Interquartile range; Esophageal varices; Chronic liver disease; Odds ratio; Liver disease; Portal hypertension; Occult; Hepatology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006574998,0.0002562218,0.0003271227,0.0007817575,0.0003675666,0.0007805579,0.0003598431,0.0004176431,0.001230318],"category_scores_gemma":[0.004216585,0.0001373519,0.0001254703,0.001061308,0.0005581476,0.0006570864,0.0004487949,0.0003962213,0.0002393779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267401,"about_ca_system_score_gemma":0.0003626281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552679,"about_ca_topic_score_gemma":0.001743369,"domain_scores_codex":[0.9993132,0.0002105898,0.00007975055,0.0001297077,0.0001710686,0.00009567886],"domain_scores_gemma":[0.9949794,0.00109108,0.003043902,0.0001602947,0.000323378,0.0004019135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003341363,0.000007396222,0.9956385,0.00001908134,0.000007752424,0.000250167,0.00003495892,0.0000125715,0.0001346726,0.00001430337,0.00009573782,0.003751211],"study_design_scores_gemma":[0.000001816948,0.00005737312,0.9955309,0.00003225038,0.00001488678,0.003591856,0.0002309107,0.0001046734,0.00009797086,0.00003257317,0.0003011996,0.000003562532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947205,0.00394308,0.0002017894,0.0002843247,0.00002201854,0.000005344691,0.0001551529,0.00001078258,0.0006570556],"genre_scores_gemma":[0.9986994,0.0009782336,0.00008821562,0.00003454834,0.00003947892,0.000001731258,0.0001183147,0.000001474731,0.00003843505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001552679,"threshold_uncertainty_score":0.00411588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04881869725216176,"score_gpt":0.3337013619545388,"score_spread":0.2848826647023771,"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."}}