{"id":"W4414163539","doi":"10.1016/j.dld.2025.08.078","title":"Liver transplantation in people living with HIV – methodological considerations and future directions","year":2025,"lang":"en","type":"letter","venue":"Digestive and Liver Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Human immunodeficiency virus (HIV); Liver transplantation; MEDLINE; Transplantation","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":[0.06847846,0.0004397215,0.001888671,0.001200547,0.003536718,0.005441181,0.001951023,0.01236871,0.004808787],"category_scores_gemma":[0.2529419,0.0003672946,0.001234031,0.002907429,0.003227741,0.004142221,0.002020916,0.01040472,0.0009121199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005375899,"about_ca_system_score_gemma":0.009838292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01414514,"about_ca_topic_score_gemma":0.02693623,"domain_scores_codex":[0.9140924,0.07170428,0.006946504,0.001766188,0.003953488,0.001537212],"domain_scores_gemma":[0.7327401,0.2179754,0.01816716,0.006215185,0.0191848,0.005717316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002004607,0.0003360307,0.0812002,0.002919556,0.0009141576,0.001914349,0.002865797,0.0005979732,0.0001732101,0.02514496,0.7459179,0.1360113],"study_design_scores_gemma":[0.005260695,0.001135183,0.08604071,0.03115533,0.003069012,0.007768652,0.02042065,0.009451627,0.000765925,0.3152136,0.5190935,0.0006252454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002892944,0.005753133,0.0002689124,0.9822596,0.007440873,0.00003465078,0.0001775686,0.000005414759,0.001167008],"genre_scores_gemma":[0.06391036,0.008679902,0.00261121,0.858008,0.06509385,0.0006409088,0.0001392565,0.00001919861,0.000897229],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06847846,"threshold_uncertainty_score":0.3621531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03369184108105382,"score_gpt":0.2975673655684456,"score_spread":0.2638755244873918,"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."}}