{"id":"W7084622130","doi":"10.1007/978-981-95-1533-2_10","title":"Non-HLA Antibodies in Kidney Transplantation","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Antibody; Kidney transplantation; Transplantation; Human leukocyte antigen; Antigen; Immune system; Graft rejection; Isoantibodies","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":[0.000574959,0.0004438381,0.0004435815,0.0009460628,0.0005583628,0.001424248,0.000537839,0.001320348,0.02803488],"category_scores_gemma":[0.001183213,0.0002040708,0.0002593718,0.001000433,0.0007783125,0.001399618,0.0008301894,0.002008278,0.008063529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008644468,"about_ca_system_score_gemma":0.001029909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002596563,"about_ca_topic_score_gemma":0.008818333,"domain_scores_codex":[0.9997583,0.00009029168,0.00001324393,0.00001647781,0.0001019214,0.00001974202],"domain_scores_gemma":[0.9995304,0.0003634742,0.00001606541,0.00001291044,0.00004529473,0.00003182096],"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":[0.00001333712,0.00008998696,0.0003527091,0.0003749893,0.000007741814,0.0002338176,0.0003533651,0.0002672925,0.000180817,0.1087159,0.6760125,0.2133975],"study_design_scores_gemma":[0.000003101547,0.00001586979,0.0009013481,0.0004438027,0.000004455699,0.0005888496,0.00011738,0.0000896486,0.00006094614,0.03660353,0.9611658,0.00000522559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0009014082,0.3024119,0.003636651,0.02422697,0.01596495,0.00004518183,0.0002088523,0.00006316235,0.652541],"genre_scores_gemma":[0.006621396,0.1369045,0.001898041,0.01370195,0.01051302,0.00005610125,0.0001934222,0.00005443813,0.8300572],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02803488,"threshold_uncertainty_score":0.09378594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589483321911499,"score_gpt":0.3344788997242674,"score_spread":0.3085840665051524,"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."}}