{"id":"W4417342812","doi":"10.1097/ede.0000000000001935","title":"Longer-term Survival of UK People with Bleeding Disorders Infected by Human Immunodeficiency Virus and/or Hepatitis C Virus Through Contaminated Blood Transfusions","year":2025,"lang":"en","type":"article","venue":"Epidemiology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Hepatitis C virus; Human immunodeficiency virus (HIV); Hepatitis C; Blood transfusion; Virus; Hepacivirus; Viral disease","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":[0.000804192,0.0002209981,0.0003158983,0.0005496442,0.0002163957,0.000715366,0.0003319989,0.0004746244,0.002880736],"category_scores_gemma":[0.005062431,0.0001682095,0.0006882856,0.0008162032,0.0002267993,0.0008495706,0.000723072,0.0006196428,0.0003846428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007300117,"about_ca_system_score_gemma":0.0003066334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02337064,"about_ca_topic_score_gemma":0.01708595,"domain_scores_codex":[0.9995661,0.0001142198,0.00004750757,0.00009688458,0.00005645803,0.0001187715],"domain_scores_gemma":[0.9977246,0.0003477457,0.001295784,0.0001330076,0.0002213897,0.0002774847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002151671,0.00001737523,0.995454,0.00003183549,0.000111819,0.0001553621,0.000245477,0.0003791003,0.0000886316,0.00008266969,0.0004959857,0.002722546],"study_design_scores_gemma":[0.00001193783,0.0001000951,0.9983297,0.00003850093,0.00006201264,0.0002395866,0.0001932525,0.0004572565,0.00002557107,0.00008223664,0.0004520717,0.000007764057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996558,0.0006554968,0.0001687864,0.0001959191,0.00001685206,0.000006342543,0.001950646,0.000005134541,0.0004428324],"genre_scores_gemma":[0.9976266,0.0002988129,0.00005239998,0.00004644227,0.00001368276,0.000008660351,0.001643644,0.000001929487,0.0003079468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02337064,"threshold_uncertainty_score":0.04646927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227385676920637,"score_gpt":0.3533178045764483,"score_spread":0.321043947807242,"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."}}