{"id":"W2515095051","doi":"10.1016/j.humimm.2016.07.050","title":"OR52 HLA typing from a deceased donor who received hematopoietic stem cell transplant","year":2016,"lang":"en","type":"article","venue":"Human Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Typing; Human leukocyte antigen; Hematopoietic stem cell; Biology; Tissue typing; Histocompatibility Testing; Immunology; Antigen; Medicine; Stem cell; Haematopoiesis; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002416886,0.0006134083,0.001007782,0.0003064263,0.0006228939,0.0000301514,0.0009805765,0.00107369,0.006369488],"category_scores_gemma":[0.00001541334,0.0004591119,0.0003040301,0.000175704,0.001040199,0.0001673196,0.0002162402,0.0006748824,0.006995873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405327,"about_ca_system_score_gemma":0.0001189681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003595192,"about_ca_topic_score_gemma":0.0001817264,"domain_scores_codex":[0.9960666,0.0007528131,0.0008984838,0.0009997799,0.00005260765,0.001229752],"domain_scores_gemma":[0.997764,0.0005682641,0.0003757649,0.00112639,0.000109056,0.00005656151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000565001,0.0003167979,0.001319481,0.00002237167,0.0005614043,0.00004726186,0.001669807,3.171026e-7,0.9872912,0.0013098,0.002402725,0.004493816],"study_design_scores_gemma":[0.008479568,0.000653776,0.003363392,0.0002729036,0.0002057236,0.0002467361,0.0006198023,6.522569e-7,0.9056466,0.001521348,0.07812352,0.0008660444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798308,0.01332822,0.0005680538,0.0005986571,0.001714913,0.0004183149,0.0001420975,0.0004094699,0.002989475],"genre_scores_gemma":[0.9782866,0.0009045185,0.00005249232,0.0002822302,0.00008657647,0.00009469083,0.0002029967,0.00008408934,0.02000583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08164468,"threshold_uncertainty_score":0.9997861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537985315078595,"score_gpt":0.2134757171796161,"score_spread":0.1980958640288301,"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."}}