{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003318448,0.0001483248,0.0005095229,0.001108418,0.00003727627,0.000009848428,0.0003637705,0.0002148986,0.0003822037],"category_scores_gemma":[0.0004806318,0.0001414955,0.00008112271,0.0005245405,0.0009813716,0.0002133357,0.0001130806,0.0007439153,0.00007069734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009376049,"about_ca_system_score_gemma":0.0004213701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009870262,"about_ca_topic_score_gemma":0.003231576,"domain_scores_codex":[0.9952502,0.001693551,0.0005638569,0.0004678676,0.001265729,0.0007587709],"domain_scores_gemma":[0.9979161,0.0001330116,0.0001063303,0.0005514471,0.0009601349,0.0003329731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01015055,0.001386205,0.9665189,0.00009656733,0.00007439248,0.0001675386,0.001587933,2.153906e-7,0.01502612,0.0000320016,0.0001129941,0.004846586],"study_design_scores_gemma":[0.004593276,0.006901949,0.9814358,0.00009316299,0.000009832539,0.00003233641,0.0002275937,0.0001243602,0.006382165,0.00008780074,0.0000582653,0.00005341239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972871,0.00007144352,0.00003988761,0.000417478,0.0000524381,0.0008486689,0.0001377067,0.00001830655,0.001126948],"genre_scores_gemma":[0.9971657,0.001507408,0.0008977843,0.000096707,0.000040524,0.00005625807,0.0001718413,0.00002650584,0.00003724016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01491695,"threshold_uncertainty_score":0.9967231,"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."}}