{"id":"W4408026207","doi":"10.1111/trf.18159","title":"Blood donor <scp>SARS</scp>‐<scp>CoV</scp>‐2 infection or vaccination and adverse outcomes in plasma and platelet transfusion recipients","year":2025,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Adverse effect; Medicine; Platelet; Vaccination; Blood transfusion; Platelet transfusion; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Whole blood; Coronavirus disease 2019 (COVID-19); Immunology; Intensive care medicine; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.0007477963,0.0001616671,0.00016641,0.0003496782,0.0001446791,0.0003732328,0.0001641286,0.0002112189,0.001947746],"category_scores_gemma":[0.002099586,0.0001030371,0.0002974677,0.0005700007,0.0001764839,0.0002254761,0.0002077894,0.000384487,0.0001946431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196376,"about_ca_system_score_gemma":0.0003319435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002064463,"about_ca_topic_score_gemma":0.001534989,"domain_scores_codex":[0.9996823,0.00009699375,0.00004017766,0.00006016067,0.00005623571,0.0000640919],"domain_scores_gemma":[0.9979988,0.0003646171,0.001153779,0.00007673163,0.0000984307,0.0003076404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173415,0.00001505797,0.9991897,0.000003925281,0.00002139452,0.00002416743,0.00001302633,0.00003362503,0.00005191004,0.000009046173,0.00005968316,0.0004611571],"study_design_scores_gemma":[0.000006789877,0.0001144924,0.9990165,0.000009903815,0.00002625428,0.0002580388,0.00005173574,0.0003072861,0.00007486097,0.00002254243,0.0001094038,0.000002141156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993839,0.0001469255,0.00004318977,0.00003462676,0.000004324773,0.00000180552,0.0001781461,0.000001311559,0.0002057015],"genre_scores_gemma":[0.9995851,0.00007902308,0.00003142656,0.00001776918,0.000009403005,0.000002733483,0.0001994526,7.913824e-7,0.00007421614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002064463,"threshold_uncertainty_score":0.00651592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520584966478111,"score_gpt":0.252687003963921,"score_spread":0.2374811542991399,"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."}}