{"id":"W4408520369","doi":"10.1016/j.tpr.2025.100177","title":"Xenotransplantation: The next quarter century","year":2025,"lang":"en","type":"article","venue":"Transplantation Reports","topic":"Xenotransplantation and immune response","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Xenotransplantation; Quarter (Canadian coin); Computer science; Geography; Medicine; Transplantation; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003311369,0.0002003916,0.0002476468,0.000190158,0.0002404792,0.00006622325,0.0000788578,0.0001116339,0.0003775682],"category_scores_gemma":[0.00001722596,0.0001418388,0.0001709902,0.000447641,0.00009894213,0.0001947719,0.000002945242,0.000242652,0.00005733385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003741473,"about_ca_system_score_gemma":0.0002352566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005589745,"about_ca_topic_score_gemma":0.00001846188,"domain_scores_codex":[0.9983442,0.0001073028,0.0006283357,0.0003203474,0.0003443734,0.0002553709],"domain_scores_gemma":[0.9990682,0.0001837106,0.0001194737,0.0004198519,0.0001278355,0.00008093969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03393774,0.00281469,0.1879567,0.01153117,0.00363465,0.03373161,0.0498774,0.0008678944,0.5046653,0.04572324,0.04295594,0.08230366],"study_design_scores_gemma":[0.005089452,0.0002712164,0.8114582,0.001101263,0.002087079,0.01365258,0.001536042,0.0002866722,0.05666805,0.0006989366,0.106568,0.0005824636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764715,0.00215175,0.02650701,0.01497483,0.001841576,0.001937112,0.00003980732,0.0005014398,0.07557499],"genre_scores_gemma":[0.9910761,0.002625929,0.0003574986,0.003213963,0.00005465949,0.00006865081,0.000351974,0.00001713319,0.002234163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6235015,"threshold_uncertainty_score":0.5784018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356776577357454,"score_gpt":0.2817761506302807,"score_spread":0.2682083848567062,"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."}}