{"id":"W2009232064","doi":"10.1016/j.humimm.2009.09.139","title":"106-P: Transplant outcomes in patients with de novo donor specific antibodies post transplant","year":2009,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Donor specific antibodies; Medicine; Antibody; Immunology; Transplantation; Internal medicine; Kidney transplantation","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":[0.0002704982,0.0001446068,0.000233766,0.0004775278,0.0003814493,0.0005612216,0.000203119,0.0004934599,0.00669744],"category_scores_gemma":[0.001785713,0.00006996004,0.0003555511,0.0005312701,0.0001955861,0.0007228447,0.0003738159,0.0005969757,0.0004381421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665071,"about_ca_system_score_gemma":0.0002629318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007202084,"about_ca_topic_score_gemma":0.0008252851,"domain_scores_codex":[0.999803,0.00003473775,0.00001946371,0.00002703527,0.00003082317,0.00008492081],"domain_scores_gemma":[0.9990107,0.0001970758,0.0003372908,0.00003126574,0.00006692247,0.0003567002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000572235,0.0001157651,0.9934404,0.000009432926,0.00003278178,0.000615641,0.00007820062,0.0001226001,0.0004067771,0.0001247631,0.0003617167,0.004119697],"study_design_scores_gemma":[0.00004413203,0.0005947311,0.9950621,0.000008257676,0.00004391007,0.002778129,0.0002632593,0.0003076178,0.0002815995,0.0001939307,0.0004143111,0.000008138806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981905,0.0000911244,0.00004111998,0.0001182237,0.00001375264,0.000003779686,0.0001929599,0.000002182118,0.001346449],"genre_scores_gemma":[0.999482,0.00002624257,0.00001730861,0.00003392898,0.00001767552,0.000002511279,0.0001625236,7.299134e-7,0.0002572451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00669744,"threshold_uncertainty_score":0.02240521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300897346759188,"score_gpt":0.2598022378887658,"score_spread":0.2467932644211739,"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."}}