{"id":"W4402507034","doi":"10.1016/j.humimm.2024.110981","title":"The success of liver transplantation in patients with pre-transplant positive crossmatch depends on the liver’s ability to clear donor specific antibodies: A case study","year":2024,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital; Western University","funders":"","keywords":"Donor specific antibodies; Liver transplantation; Medicine; Living donor liver transplantation; Antibody; Transplantation; Urology; Immunology; Internal medicine; Kidney 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":[0.0005212963,0.001009799,0.0006741973,0.001826823,0.002305083,0.0015188,0.0009371789,0.003446206,0.003969707],"category_scores_gemma":[0.003890908,0.0006581497,0.0008623091,0.0009346433,0.001955381,0.001449585,0.001026011,0.002163043,0.0007259681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009298597,"about_ca_system_score_gemma":0.0007343618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360235,"about_ca_topic_score_gemma":0.002314702,"domain_scores_codex":[0.9993849,0.0001209733,0.0000698611,0.00009126042,0.00008980752,0.0002432734],"domain_scores_gemma":[0.9976997,0.0009102321,0.0004971727,0.0001805395,0.0001241211,0.0005882305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008962487,0.0001908003,0.1027318,0.00003078802,0.00001801519,0.8932794,0.0006214125,0.00006521249,0.0006064013,0.0003123976,0.0002532596,0.001800939],"study_design_scores_gemma":[0.000004854992,0.00009506697,0.01880773,0.00001898774,0.00002202891,0.9793538,0.0007152099,0.000183935,0.0003301598,0.0001591397,0.0002937959,0.00001529921],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936877,0.0007933765,0.0004811863,0.0006191298,0.00004124677,0.00002671218,0.00003845194,0.00001475038,0.004297471],"genre_scores_gemma":[0.9987973,0.0004262699,0.0001845827,0.000132949,0.0001204296,0.000004166408,0.00002662391,0.000008006002,0.0002997261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003969707,"threshold_uncertainty_score":0.01327997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185943701292021,"score_gpt":0.2972042784433315,"score_spread":0.2786099083141294,"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."}}