{"id":"W4413341211","doi":"10.1093/bjs/znaf157","title":"Kidney transplantation from hepatitis C antibody-positive donors into hepatitis C-negative recipients: initial single-centre experience in the UK","year":2025,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Hepatitis C; Kidney transplantation; Antibody; Transplantation; Donor specific antibodies; Kidney; Liver transplantation; Internal medicine; Virology; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009838588,0.000205889,0.0006632346,0.0004536734,0.0001943642,0.0002025658,0.0002671596,0.0001584759,0.0004430432],"category_scores_gemma":[0.003246525,0.0002032815,0.0002705177,0.0009703301,0.0002863157,0.0005559625,0.00003833535,0.0007813802,0.00001254559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910581,"about_ca_system_score_gemma":0.0007740872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04004591,"about_ca_topic_score_gemma":0.00975272,"domain_scores_codex":[0.9963986,0.0007810243,0.00112008,0.0003115653,0.0009603818,0.0004283906],"domain_scores_gemma":[0.9965762,0.002002402,0.0003301313,0.0001926781,0.0006435618,0.0002550344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005432817,0.0004100033,0.8834087,0.00007255576,0.0001390792,0.01256999,0.007033249,0.000001809994,0.001550799,0.00001201929,0.006418093,0.08784043],"study_design_scores_gemma":[0.001967916,0.0001464752,0.9786479,0.008671599,0.0001003568,0.0007090066,0.001042803,0.0000424346,0.006919698,0.0003500631,0.00117931,0.000222443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930798,0.0006851656,0.0007856355,0.001542569,0.0008220025,0.0004003786,0.0002796078,0.00001404135,0.002390819],"genre_scores_gemma":[0.9855479,0.01113914,0.0007399407,0.001982206,0.0002727025,0.00001948173,0.0002114118,0.00002266507,0.00006456923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0952392,"threshold_uncertainty_score":0.9663465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03869304167673487,"score_gpt":0.3375991790857456,"score_spread":0.2989061374090107,"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."}}