{"id":"W1893759339","doi":"10.1016/j.humimm.2015.07.085","title":"Anti-HLA antibodies in pediatric renal transplant recipients – Analysis of potential triggers","year":2015,"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":"McGill University Health Centre","funders":"","keywords":"Renal transplant; Human leukocyte antigen; Antibody; Medicine; Immunology; Transplantation; Internal medicine; Antigen","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":[],"consensus_categories":[],"category_scores_codex":[0.0001471243,0.0001446862,0.0006631931,0.001094574,0.0000356808,0.000005378216,0.00009036367,0.0001123978,0.00009652121],"category_scores_gemma":[0.00001024562,0.0001188765,0.0002153766,0.0006829567,0.00008854886,0.00005484876,0.00001058025,0.0001320947,0.00001663057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004920129,"about_ca_system_score_gemma":0.00005409817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002429189,"about_ca_topic_score_gemma":0.00006983011,"domain_scores_codex":[0.9987867,0.00008111125,0.0004698638,0.0002259861,0.000203269,0.0002330222],"domain_scores_gemma":[0.9994814,0.0000301642,0.0001354314,0.0002087093,0.00007875069,0.0000655054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004889931,0.000389704,0.9906447,0.00002959226,0.001818658,0.0003975557,0.0008875916,0.0001835189,0.004808121,0.000150509,0.00001443767,0.0001866243],"study_design_scores_gemma":[0.005035239,0.0003713227,0.9904437,0.00004862407,0.002768581,0.00004919561,0.00004692469,0.00004805723,0.001031045,0.00003866128,0.00002320062,0.00009544988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977834,0.0007090096,0.00007939116,0.00005648126,0.0001547123,0.0001509198,0.00003655657,0.00002145612,0.001008107],"genre_scores_gemma":[0.9981871,0.0009057341,0.0001572499,0.00002316138,0.00002573688,0.000006213946,0.0003656619,0.00001069462,0.000318489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004546246,"threshold_uncertainty_score":0.4847643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03381179196604587,"score_gpt":0.3117550621629658,"score_spread":0.2779432701969199,"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."}}