{"id":"W2982989849","doi":"10.1111/tan.13741","title":"HLA antibodies in haematopoietic stem cell transplantation","year":2019,"lang":"en","type":"article","venue":"HLA","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Transplantation; Human leukocyte antigen; Immunology; Histocompatibility; Antibody; Stem cell; Haematopoiesis; Hematopoietic stem cell transplantation; Immunogenetics; Cord blood; Biology; Medicine; Antigen; Genetics; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000189952,0.0001564533,0.0003264078,0.0001727012,0.00002177574,0.00001482182,0.00006622992,0.0001148841,0.0003198924],"category_scores_gemma":[0.000002143561,0.0001442473,0.00007103373,0.0001987558,0.00002732502,0.00009550012,0.000005122648,0.0001561615,0.001058437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004237797,"about_ca_system_score_gemma":0.00005729544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003240525,"about_ca_topic_score_gemma":0.00001780012,"domain_scores_codex":[0.9987841,0.00005118714,0.000345551,0.0002760699,0.0002867522,0.0002563458],"domain_scores_gemma":[0.9994731,0.0001072554,0.00005868886,0.000246008,0.00003679196,0.00007817445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005491399,0.0004221631,0.7644728,0.00959276,0.0000363737,0.0009496485,0.01546888,0.0001668708,0.2042793,0.001354815,0.0003289242,0.002378331],"study_design_scores_gemma":[0.0100545,0.0004362727,0.5867537,0.002427023,0.0003028828,0.001162469,0.003099535,0.001467302,0.3918744,0.0002058211,0.001543419,0.0006727293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606043,0.0002182553,0.0004466063,0.0002008692,0.0002073073,0.0006142656,0.000009287197,0.00007299089,0.03762615],"genre_scores_gemma":[0.995871,0.0003029527,0.0005453118,0.0001684396,0.00002829371,0.00001690062,0.0000592021,0.00002864119,0.002979228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1875951,"threshold_uncertainty_score":0.9997194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386869172510925,"score_gpt":0.2532099118076806,"score_spread":0.2393412200825714,"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."}}