{"id":"W2953282967","doi":"10.1093/ndt/gfz101.sao014","title":"SaO014ALLOGRAFT GENE EXPRESSION ASSESSMENT PREDICTS GRAFT LOSS IN KIDNEY RECIPIENTS WITH CHRONIC ANTIBODY-MEDIATED REJECTION","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gene expression; Kidney disease; Kidney; Kidney transplantation; Antibody; Gene; Immunology; Internal medicine; Genetics","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":[0.0006395254,0.0002744602,0.0002618768,0.0006433122,0.0001550832,0.0005117166,0.00015589,0.0002642666,0.0007560066],"category_scores_gemma":[0.0009058318,0.00009901516,0.0002569283,0.0004767792,0.0001992069,0.0001817894,0.0002639,0.0002535844,0.0001876229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839054,"about_ca_system_score_gemma":0.000175663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004164466,"about_ca_topic_score_gemma":0.0006264939,"domain_scores_codex":[0.999841,0.00004295646,0.00001712811,0.00003686384,0.00003711132,0.00002494351],"domain_scores_gemma":[0.9994122,0.0001411759,0.0002742172,0.00002947522,0.00006434891,0.0000786215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003467249,0.00002339249,0.9946586,0.000008492115,0.00002670572,0.00002344717,0.00001922255,0.000161309,0.0022182,0.000008560736,0.00003407735,0.002471263],"study_design_scores_gemma":[0.000009961579,0.0002087338,0.995209,0.000005622064,0.00004375348,0.0001944973,0.00005915827,0.002939389,0.001146682,0.00004877828,0.0001304462,0.000003852886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99951,0.0001083405,0.0001733652,0.00001321838,0.000001937142,0.000002519065,0.00007666073,0.000004071936,0.0001098953],"genre_scores_gemma":[0.9994814,0.00003975969,0.0002040644,0.000007556617,0.000004019624,0.000002933218,0.0002077971,0.00000119594,0.00005119769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007560066,"threshold_uncertainty_score":0.003382206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003783936647419137,"score_gpt":0.2393490757838103,"score_spread":0.2355651391363911,"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."}}