{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061544,0.0003100093,0.001333075,0.0002631959,0.0002867538,0.000008373939,0.0002067189,0.0003112985,0.0006759815],"category_scores_gemma":[0.00221114,0.0002377747,0.0001146658,0.0008180619,0.0006807462,0.00009902777,0.0001170164,0.0005907976,0.000007148255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009276545,"about_ca_system_score_gemma":0.0002237723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04843527,"about_ca_topic_score_gemma":0.05587646,"domain_scores_codex":[0.9968069,0.0007610079,0.0008927174,0.0005929075,0.0002214675,0.0007250147],"domain_scores_gemma":[0.9965689,0.002446842,0.0001923963,0.000463618,0.0001923693,0.0001358944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003636675,0.0004590381,0.8916391,0.000198852,0.0003604409,0.00002604396,0.001047975,0.000002945906,0.09994819,0.002422387,0.0003926923,0.003138693],"study_design_scores_gemma":[0.005724918,0.003086599,0.9807832,0.0004314212,0.000436145,0.00003312614,0.0002361717,0.0002540511,0.0068361,0.0005822762,0.001239973,0.0003559894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988493,0.001790999,0.003268346,0.001042243,0.0001386908,0.0008395818,0.0001438515,0.00009669278,0.004186603],"genre_scores_gemma":[0.9877224,0.01078102,0.0003457656,0.0003745978,0.00002266661,0.0001092992,0.0001407786,0.0000351548,0.0004683287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0931121,"threshold_uncertainty_score":0.9696171,"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."}}