{"id":"W2032115368","doi":"10.1111/j.1600-6143.2007.01836.x","title":"Transplant Glomerulopathy, Late Antibody-Mediated Rejection and the ABCD Tetrad in Kidney Allograft Biopsies for Cause","year":2007,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":282,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"University of Illinois at Urbana-Champaign; Astellas Pharma; Genome Alberta; University of Alberta; Genome Canada","keywords":"Medicine; Glomerulopathy; Peritubular capillaries; Pathology; Kidney transplantation; Kidney; Antibody; Biopsy; Gastroenterology; Immunology; Internal medicine; Glomerulonephritis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009330427,0.0001524598,0.0004245849,0.0003517214,0.00007130844,0.00002142068,0.00005903708,0.00004433968,0.000003902929],"category_scores_gemma":[0.00009351973,0.00009702313,0.0001644646,0.0004104989,0.0003643648,0.000153612,0.000001835316,0.0002016853,7.544402e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003197647,"about_ca_system_score_gemma":0.0000928875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001998522,"about_ca_topic_score_gemma":0.00008108469,"domain_scores_codex":[0.9986702,0.00008250266,0.0005975322,0.0001386221,0.0002640788,0.0002471264],"domain_scores_gemma":[0.9988394,0.000419049,0.000325174,0.00008027862,0.0001272171,0.000208849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1002653,0.0006904001,0.5881264,0.002373478,0.0008909385,0.002341734,0.02240767,0.0002095306,0.22088,0.000568595,0.00009776878,0.06114826],"study_design_scores_gemma":[0.01274875,0.001952773,0.9744586,0.001489275,0.001077224,0.002080282,0.001681573,0.0003910433,0.003355817,0.0002113935,0.0003342891,0.0002189633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870859,0.00115824,0.009389934,0.001701414,0.0001605019,0.000352925,0.0000878828,0.00001396472,0.00004928281],"genre_scores_gemma":[0.9832697,0.01492754,0.001034869,0.0005479282,0.0001048264,0.000005592586,0.00008079554,0.00001668602,0.00001206005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3863322,"threshold_uncertainty_score":0.3956489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007429390625703297,"score_gpt":0.2794357098285355,"score_spread":0.2720063192028322,"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."}}