{"id":"W2209165272","doi":"10.14740/gr694w","title":"Hepatitis C in Liver Allograft Recipients: Utility of One-Year Post-Transplantation Biopsy as an Indicator of Antiviral Therapy","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Pittsburgh","keywords":"Medicine; Liver transplantation; Antiviral therapy; Transplantation; Liver biopsy; Biopsy; Hepatitis C; Hepatitis; Virology; Gastroenterology; Internal medicine; Chronic hepatitis; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002576973,0.0002711435,0.0003531577,0.0009218705,0.0002197871,0.000520555,0.0002379007,0.0004062579,0.0005909013],"category_scores_gemma":[0.004347605,0.00008516781,0.0002054585,0.000478477,0.0002503111,0.00053066,0.0002893261,0.0005558751,0.0001572357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590834,"about_ca_system_score_gemma":0.0003042424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008019655,"about_ca_topic_score_gemma":0.001795179,"domain_scores_codex":[0.9992959,0.000430006,0.00005285067,0.00004968385,0.0001072898,0.00006405894],"domain_scores_gemma":[0.9961941,0.001162012,0.001602085,0.00009770702,0.0004109829,0.0005330279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004039197,0.00005382827,0.9963363,0.00001280442,0.00001368785,0.00006093478,0.00002147347,0.00009052557,0.0003981388,0.00001029743,0.00004118181,0.002556878],"study_design_scores_gemma":[0.000008112171,0.0007554524,0.9969758,0.00001771716,0.00002531513,0.0004002575,0.0001286423,0.001055078,0.000490938,0.00002259412,0.0001135804,0.000006545934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980878,0.0009672099,0.000301987,0.0000553918,0.00001410084,0.00001768877,0.00009209557,0.000005652685,0.0004579077],"genre_scores_gemma":[0.9994216,0.0001535648,0.0002595191,0.00001709541,0.00001164549,0.000005565088,0.00006927069,7.205003e-7,0.00006094409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002576973,"threshold_uncertainty_score":0.01362854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112877993004772,"score_gpt":0.3983436011124208,"score_spread":0.2870558018119436,"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."}}