{"id":"W2793093666","doi":"10.1093/jcag/gwy009.342","title":"A342 POST-TREATMENT LIVER STIFFNESS MEASUREMENTS PREDICT THE DEVELOPMENT OF LIVER-RELATED COMPLICATIONS IN PATIENTS WITH HCV CIRRHOSIS WHO ACHIEVE SVR POST-DAA THERAPY","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Transient elastography; Internal medicine; Cirrhosis; Gastroenterology; Hepatocellular carcinoma; Hepatic encephalopathy; Esophageal varices; Ascites; Hepatitis C; Hepatitis C virus; Portal hypertension; Liver fibrosis; Virus; Immunology","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":[0.0005524447,0.0002475133,0.0003551207,0.0004781484,0.0002729536,0.0004754182,0.000195966,0.0004216448,0.001655302],"category_scores_gemma":[0.00228412,0.0002381951,0.0004245712,0.0005150371,0.0001897171,0.0003556479,0.0003192468,0.0005642933,0.0003285984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002410449,"about_ca_system_score_gemma":0.0002464381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566413,"about_ca_topic_score_gemma":0.002143055,"domain_scores_codex":[0.9995982,0.0001188395,0.00005766402,0.00006470714,0.00007426879,0.00008629895],"domain_scores_gemma":[0.998704,0.0003493055,0.000535601,0.00006998309,0.0001032267,0.000237905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004539514,0.00005319226,0.9974929,0.00001059068,0.00002758509,0.00006848171,0.00002208407,0.00006215567,0.0001994458,0.00001032307,0.0001050006,0.001494261],"study_design_scores_gemma":[0.00001433822,0.000223798,0.9987651,0.000005216238,0.000022449,0.0002319374,0.0000379806,0.0004966041,0.00005485247,0.00001940466,0.0001244771,0.000003897715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990096,0.0002169368,0.00007600686,0.00004162272,0.000008009353,0.000008207505,0.0001711228,0.000004266655,0.0004642523],"genre_scores_gemma":[0.9995502,0.00004759597,0.00005570554,0.00002122854,0.00001101859,0.00000604839,0.0001818377,0.000001250723,0.0001251333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001655302,"threshold_uncertainty_score":0.00553757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622692784011147,"score_gpt":0.2270906853481944,"score_spread":0.2108637575080829,"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."}}