{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007359979,0.0004518703,0.0005043735,0.001312402,0.0005031715,0.0003065733,0.0001696838,0.0003591847,0.00008501868],"category_scores_gemma":[0.0005146801,0.0003950911,0.0001163763,0.001339297,0.00005593264,0.002724033,0.00007714942,0.0004741305,0.00003887801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003727444,"about_ca_system_score_gemma":0.00004471715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931315,"about_ca_topic_score_gemma":0.008141202,"domain_scores_codex":[0.9975539,0.00008004246,0.0007035157,0.0007812127,0.0004395551,0.0004418112],"domain_scores_gemma":[0.9985918,0.0007346852,0.0002143142,0.0002459798,0.0001700263,0.00004317987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003914155,0.002319361,0.833827,0.001409646,0.0002948731,0.00009846922,0.002556393,0.0001017022,0.02193243,0.00671641,0.001123965,0.1292284],"study_design_scores_gemma":[0.01531326,0.0001400371,0.8844179,0.0003642836,0.0005596889,0.00002712529,0.001121859,0.003057665,0.007602716,0.001190401,0.0859777,0.0002273638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844061,0.0001563867,0.0005063821,0.0007364054,0.0008480243,0.001138039,0.00001064665,0.0002617397,0.01193629],"genre_scores_gemma":[0.9919171,0.005373708,0.000182322,0.001093676,0.0001110383,0.00008616164,0.00005850431,0.00004567768,0.001131771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129001,"threshold_uncertainty_score":0.9998501,"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."}}