{"id":"W2333265874","doi":"10.1097/tp.0b013e31823ec0ec","title":"Profiling Posttransplant Circulating Antibodies in Kidney Transplantation Using Donor Endothelial Cells","year":2012,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Human leukocyte antigen; Transplantation; Panel reactive antibody; Immunology; Antibody; Kidney transplantation; Flow cytometry; Pathogenesis; Antigen; Kidney; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000280886,0.0003407699,0.0004266421,0.000374761,0.0001412564,0.00003156993,0.00006942523,0.0001607585,0.00007260302],"category_scores_gemma":[0.000007039662,0.0003106421,0.0001693201,0.0003145355,0.00004724002,0.0005930492,0.000002184849,0.0002333557,0.00003451803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222215,"about_ca_system_score_gemma":0.0001061682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003755691,"about_ca_topic_score_gemma":0.0000338321,"domain_scores_codex":[0.9978716,0.00010438,0.0006536442,0.0003400965,0.0004162318,0.0006139869],"domain_scores_gemma":[0.9992322,0.0001137247,0.0001349923,0.000163098,0.00005622377,0.0002997537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00127285,0.000304862,0.4943853,0.00300649,0.0001118022,0.0003961365,0.004045756,0.0006130026,0.4951733,0.000340821,8.935758e-7,0.000348722],"study_design_scores_gemma":[0.01211762,0.0001716466,0.3613092,0.003156149,0.001390084,0.002403599,0.0002954997,0.002430009,0.6160535,0.00003939873,0.00002680777,0.0006065253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842352,0.0001455805,0.01211944,0.00006156391,0.0003895725,0.0008826321,0.0007632655,0.0001130339,0.001289708],"genre_scores_gemma":[0.983094,0.001430108,0.01305775,0.000245931,0.0001699039,0.00002975797,0.001879102,0.00005289488,0.00004057367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330762,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04039027176152486,"score_gpt":0.3139802948032928,"score_spread":0.2735900230417679,"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."}}