{"id":"W4321374758","doi":"10.2217/fvl-2022-0058","title":"HLA and Red Blood Cell Antigen Genotyping in SARS-CoV-2 Convalescent Plasma Donors","year":2023,"lang":"en","type":"article","venue":"Future Virology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Genotyping; Human leukocyte antigen; Immunology; Virology; Antigen; Allele; Red blood cell; Red Cell; Medicine; Genotype; Biology; Genetics; Gene; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005596123,0.0001688037,0.0004916707,0.0002946303,0.00007950972,0.000008254548,0.0001192458,0.0002509455,0.00002398034],"category_scores_gemma":[0.002015121,0.0001415556,0.00007147937,0.0004297828,0.0002296312,0.00002688491,0.0002969473,0.0005421982,0.0001249362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004010713,"about_ca_system_score_gemma":0.0001127014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008580221,"about_ca_topic_score_gemma":0.0002477398,"domain_scores_codex":[0.9982935,0.0001390976,0.0003390675,0.0004750256,0.000200352,0.0005529182],"domain_scores_gemma":[0.9983316,0.001163329,0.00006093918,0.0002907365,0.00004905226,0.0001043345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001297596,0.0003787426,0.4325916,0.0008188726,0.0002270792,0.00175567,0.00143117,0.00002813124,0.5450572,0.0001471411,0.007520571,0.008746169],"study_design_scores_gemma":[0.005578391,0.0008105207,0.7886189,0.00006292845,0.00008233514,0.00001299389,0.0001769477,0.001306974,0.0161539,0.0002180602,0.1867732,0.0002048825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782655,0.0004668348,0.00001015937,0.0199643,0.000317059,0.0004202153,0.00001075396,0.00009892788,0.0004462209],"genre_scores_gemma":[0.9879304,0.007554367,0.0002468916,0.003343529,0.0005913968,0.00003130932,0.00001914533,0.00002645324,0.000256484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5289033,"threshold_uncertainty_score":0.5772471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03853654158162077,"score_gpt":0.3723110874616614,"score_spread":0.3337745458800406,"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."}}