{"id":"W2014310354","doi":"10.1097/tp.0000000000000310","title":"Donor-Specific Antibodies, C4d and Their Relationship With the Prognosis of Transplant Glomerulopathy","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec","funders":"Canadian Institutes of Health Research","keywords":"Donor specific antibodies; Antibody; Glomerulopathy; Medicine; Renal transplant; Immunology; Kidney transplantation; Transplantation; Glomerulonephritis; Kidney; Internal medicine","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":[0.0001668634,0.0001724807,0.0002483856,0.0000860157,0.0001288062,0.00001609165,0.00004936151,0.00005654846,0.00001609803],"category_scores_gemma":[0.000002195078,0.00008992008,0.00006320525,0.000177096,0.0001229001,0.00009877638,0.000001291208,0.000109981,0.000005159654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001047542,"about_ca_system_score_gemma":0.00001974349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003312086,"about_ca_topic_score_gemma":0.0000545179,"domain_scores_codex":[0.9991376,0.0000731031,0.0002477178,0.0002041483,0.000188082,0.0001493108],"domain_scores_gemma":[0.9993322,0.0003010713,0.00009277005,0.0001493616,0.00005856229,0.00006604713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001738061,0.0001525238,0.9733652,0.001157278,0.0001983163,0.00002327858,0.00767108,0.00004000914,0.004224392,0.005066568,0.00001126086,0.006352018],"study_design_scores_gemma":[0.003483586,0.0004600232,0.9816726,0.0005720654,0.000380032,0.0002988369,0.0002088278,0.0001031156,0.01226272,0.0001261266,0.0003042345,0.0001277819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779055,0.0004003924,0.01854426,0.000879953,0.00003292431,0.0005199212,0.00009395011,0.00004521013,0.001577919],"genre_scores_gemma":[0.9964715,0.001932286,0.001083433,0.00009003996,0.00002705427,0.00003069539,0.0002803635,0.00001826345,0.00006632056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01856607,"threshold_uncertainty_score":0.3666835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068326951004438,"score_gpt":0.2445049209397114,"score_spread":0.2238216514296671,"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."}}