{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005810222,0.0002142306,0.0002296637,0.0002691705,0.0002742491,0.0003681761,0.0001859678,0.0002300222,0.00228596],"category_scores_gemma":[0.0009783841,0.00009178682,0.0001144853,0.0003994902,0.0001577918,0.0001481176,0.0002210747,0.0002467202,0.000430372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203262,"about_ca_system_score_gemma":0.0001432783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673728,"about_ca_topic_score_gemma":0.001063883,"domain_scores_codex":[0.9996418,0.00009915606,0.00003852381,0.0001088076,0.0000551032,0.00005674045],"domain_scores_gemma":[0.999534,0.00008348774,0.0001721834,0.00005216175,0.00007827099,0.00007989128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004105326,0.00008831337,0.9820945,0.00002191894,0.0000314758,0.0003251559,0.0002630387,0.00003275829,0.01189676,0.00004505803,0.0001919872,0.004598532],"study_design_scores_gemma":[0.000009824126,0.000233884,0.9963617,0.000006816516,0.00001643502,0.001065946,0.0003190172,0.0001016588,0.001360509,0.00004013221,0.0004807521,0.000003241294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994408,0.00009047786,0.0001088619,0.00001215464,0.000003230214,0.000004447432,0.0001324293,0.000001935287,0.0002056626],"genre_scores_gemma":[0.9993073,0.00005621344,0.0001246671,0.00002761593,0.000006297819,0.00000572565,0.0002674578,0.000002082808,0.0002026323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00228596,"threshold_uncertainty_score":0.007647276,"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."}}