{"id":"W2089632665","doi":"10.1097/tp.0b013e3181c3503e","title":"Screening for De Novo Anti-Human Leukocyte Antigen Antibodies in Nonsensitized Kidney Transplant Recipients Does Not Predict Acute Rejection","year":2010,"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":"University of Toronto; Vancouver General Hospital; University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; Human leukocyte antigen; Antibody; Kidney transplantation; Transplantation; Immunology; Kidney; Histocompatibility Testing; Donor specific antibodies; Isoantibodies; Gastroenterology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004664195,0.0002237047,0.000193513,0.0003154065,0.0001775172,0.0003773031,0.0001664416,0.0002985752,0.001427938],"category_scores_gemma":[0.002013158,0.0000921037,0.0001533567,0.0001760005,0.0002999973,0.0003119216,0.0001659408,0.0004070648,0.0001764126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609882,"about_ca_system_score_gemma":0.0002080489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003818517,"about_ca_topic_score_gemma":0.0004289694,"domain_scores_codex":[0.9997861,0.00005076462,0.0000279302,0.00004372483,0.00004778925,0.00004380606],"domain_scores_gemma":[0.9977598,0.0006854543,0.001016748,0.00007493163,0.0001167835,0.0003462146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002483742,0.00004098806,0.9971206,0.000006111972,0.000009685741,0.00008018631,0.00001277301,0.00004375106,0.0009205614,0.000007123193,0.00001646188,0.001493472],"study_design_scores_gemma":[0.00001403883,0.0005115165,0.9975273,0.000004678141,0.00002139032,0.0009166661,0.00003722073,0.0003281463,0.000528188,0.00002574637,0.00008266691,0.000002420638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996796,0.00009611897,0.00006317611,0.00001040735,0.000002302698,0.000001696711,0.00001373699,0.000001262859,0.0001317728],"genre_scores_gemma":[0.9998728,0.00002490176,0.00003415523,0.000007765713,0.000005928534,0.000001145218,0.00003202539,4.230929e-7,0.0000209096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001427938,"threshold_uncertainty_score":0.004776955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413707836327554,"score_gpt":0.3206931033515806,"score_spread":0.296556024988305,"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."}}