{"id":"W2195063988","doi":"10.14740/gr686w","title":"Slower Fibrosis Progression Among Liver Transplant Recipients With Sustained Virological Response After Hepatitis C Treatment","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hepatitis C virus research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Fibrosis; Liver biopsy; Cohort; Liver transplantation; Hepatitis C; Hepatic fibrosis; Stage (stratigraphy); Biopsy; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00255441,0.0003434673,0.0006006591,0.0006854791,0.0001871207,0.00006218362,0.0002787039,0.000316204,0.0005917191],"category_scores_gemma":[0.0004322178,0.0002248104,0.0001336794,0.0004562942,0.001309998,0.0001799808,0.0002060428,0.0009087835,0.0002837169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000928499,"about_ca_system_score_gemma":0.0004553748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005466534,"about_ca_topic_score_gemma":0.001211975,"domain_scores_codex":[0.9925177,0.0027307,0.0004127762,0.0008590937,0.001689387,0.001790417],"domain_scores_gemma":[0.9968866,0.0003092996,0.00005814914,0.0007451536,0.00082052,0.001180256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1494629,0.0008856666,0.8370548,0.00002386938,0.0001391243,0.007370663,0.0009467307,0.000001803012,0.0006529912,0.000001784262,0.001301032,0.002158601],"study_design_scores_gemma":[0.007411519,0.03553797,0.9534107,0.000197627,0.00005192222,0.0002790213,0.0001034472,0.0003367091,0.0007339095,0.000008364649,0.00180334,0.0001254666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948318,0.0001276869,0.00011154,0.002377658,0.00006650442,0.001746572,0.00006540197,0.00009633845,0.0005764767],"genre_scores_gemma":[0.9952188,0.0002514863,0.0008654487,0.000184048,0.0001215998,0.001234033,0.000079578,0.00006252458,0.001982526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420513,"threshold_uncertainty_score":0.9167504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06888771563297418,"score_gpt":0.3706815951312241,"score_spread":0.3017938794982499,"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."}}