{"id":"W4414479204","doi":"10.1016/j.ajt.2025.09.017","title":"Increased rate of deceased donor liver transplantation for candidates willing to receive organs from donors with human immunodeficiency virus","year":2025,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; University of California, San Francisco; University of California, San Diego; Weill Cornell Medical College; University of Miami; York University; Medical Center, University of Pittsburgh; University of Cincinnati; University of Pittsburgh; National Institute of Diabetes and Digestive and Kidney Diseases; Johns Hopkins University; National Heart, Lung, and Blood Institute; Northwestern University; National Institute of General Medical Sciences; Massachusetts General Hospital; U.S. Department of Health and Human Services; National Institutes of Health; Yale University","keywords":"Poisson regression; Liver transplantation; Human immunodeficiency virus (HIV); Liver disease; Transplantation; Transplant surgery; Organ transplantation; Expanded access","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008521894,0.00009890192,0.0002733547,0.0004891679,0.0004002862,0.0005906083,0.0004024282,0.000493217,0.01103054],"category_scores_gemma":[0.004045933,0.00009927884,0.0006597435,0.0007388537,0.0001835135,0.0004205199,0.0003227,0.001025002,0.0006828315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720633,"about_ca_system_score_gemma":0.0004276457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009607808,"about_ca_topic_score_gemma":0.001303668,"domain_scores_codex":[0.9994034,0.0001959267,0.00005576028,0.00009177005,0.000124095,0.0001290546],"domain_scores_gemma":[0.9967222,0.0009132071,0.001190853,0.0003191293,0.0002638901,0.000590779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004242822,0.0001009394,0.9861543,0.00006703599,0.00007349219,0.00086648,0.0001302918,0.00008445793,0.000547422,0.0003091918,0.0009691099,0.01027298],"study_design_scores_gemma":[0.00001214137,0.0001240816,0.9942076,0.00004559477,0.00007367636,0.003109578,0.0004801709,0.0002796494,0.0002215412,0.0001550229,0.001283757,0.000007154096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943499,0.001381975,0.000270578,0.0003984867,0.00006871657,0.000008056794,0.00036516,0.00001589056,0.003141268],"genre_scores_gemma":[0.9984649,0.0003804378,0.0001209337,0.0001687174,0.00005743716,0.00000505751,0.0002352986,0.000008463364,0.0005587033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103054,"threshold_uncertainty_score":0.03690076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009650571370497563,"score_gpt":0.2989128128181978,"score_spread":0.2892622414477002,"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."}}