{"id":"W2951864503","doi":"10.1111/tme.12612","title":"Impact of Human Leucocyte Antigen epitope matched platelet transfusions in alloimmunised aplastic anaemia patients","year":2019,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"NHS Blood and Transplant","keywords":"Epitope; Human leukocyte antigen; Platelet; Medicine; Antigen; Platelet transfusion; Immunology; Isoantibodies","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":[0.0003334997,0.0001329596,0.0002575021,0.0001272236,0.0001972245,0.0003418322,0.0001001419,0.0002257824,0.0008044821],"category_scores_gemma":[0.001880986,0.00005169755,0.0002121528,0.0001720299,0.0001849586,0.0001373569,0.000206129,0.000427032,0.00007394144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002107922,"about_ca_system_score_gemma":0.0002095833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004273091,"about_ca_topic_score_gemma":0.00036824,"domain_scores_codex":[0.9997128,0.0001291897,0.00003094491,0.00003841154,0.000046782,0.00004175685],"domain_scores_gemma":[0.9990977,0.0003144017,0.0002882494,0.0000275127,0.00003940682,0.0002327311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02175128,0.001802416,0.8867048,0.0002287964,0.0003327974,0.003514175,0.0006869821,0.001350658,0.01206839,0.0002027743,0.0005838506,0.07077312],"study_design_scores_gemma":[0.000266216,0.01872003,0.9745725,0.00003365354,0.0001827879,0.003103919,0.00030413,0.0006760046,0.001468352,0.0001082469,0.000552157,0.00001185237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992223,0.0004957146,0.00002378239,0.00003806355,0.000005842215,0.000004103461,0.000008547235,0.000001157358,0.0002006087],"genre_scores_gemma":[0.999785,0.000089995,0.00002672517,0.00002007216,0.00001113408,0.000003127498,0.00001903339,4.934687e-7,0.00004445802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008044821,"threshold_uncertainty_score":0.002691269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465901515983918,"score_gpt":0.2960736986179159,"score_spread":0.2814146834580767,"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."}}