{"id":"W4386305976","doi":"10.1111/tid.14105","title":"Low incidence of de novo HLA antibodies after COVID‐19 vaccination: A cohort study of patients awaiting kidney transplantation","year":2023,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Vaccination; Human leukocyte antigen; Cohort; Incidence (geometry); Antibody; Transplantation; Kidney transplantation; Immunology; Prospective cohort study; 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":[0.0004248501,0.0001998299,0.0003710821,0.0004691145,0.0001048596,0.00001520099,0.000114734,0.00007180157,0.00004702171],"category_scores_gemma":[0.000284881,0.0001888292,0.0001334401,0.0006898248,0.00006073664,0.000143896,0.00001591315,0.0001658404,0.00001857782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199335,"about_ca_system_score_gemma":0.0006503771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005020771,"about_ca_topic_score_gemma":0.0002402525,"domain_scores_codex":[0.9979615,0.0001466286,0.0004871064,0.0003492151,0.0007169562,0.0003386254],"domain_scores_gemma":[0.9988694,0.0002206921,0.0001209729,0.0002712376,0.0002658036,0.0002519062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002839962,0.001724661,0.9843692,0.003753799,0.0001686981,0.0009059443,0.003867297,0.00004720679,0.001959847,0.00001260353,0.00002689647,0.0003238626],"study_design_scores_gemma":[0.004988551,0.0005797701,0.987777,0.0003340159,0.0005700794,0.00002489935,0.0001541718,0.0004204116,0.004876536,0.00006340723,0.00004075022,0.0001704252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970068,0.00004447298,0.000467099,0.00005042331,0.00008205308,0.001441807,0.0004881069,0.0001612456,0.0002579807],"genre_scores_gemma":[0.9972565,0.00008852874,0.000006719175,0.002193948,0.00003983833,0.0002262266,0.000153767,0.00002770463,0.00000675336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003713125,"threshold_uncertainty_score":0.7700233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714214060364546,"score_gpt":0.3226012075875643,"score_spread":0.3054590669839189,"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."}}