{"id":"W4412502339","doi":"10.1111/vox.70080","title":"Risk of transfusion‐transmitted infections among returned high‐risk deferred donors: A cohort study","year":2025,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine; Cohort; Blood transfusion; Cohort study; Transfusion reaction; Intensive care medicine; Immunology; 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":[0.001164433,0.0003339285,0.0004127633,0.0007401959,0.0005370547,0.000802589,0.0004234728,0.0004270167,0.001164228],"category_scores_gemma":[0.002460987,0.0003523395,0.0006344697,0.0008212258,0.0002917142,0.0004592624,0.0003837759,0.0006499751,0.0002339024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003332508,"about_ca_system_score_gemma":0.0003659469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005156491,"about_ca_topic_score_gemma":0.003688673,"domain_scores_codex":[0.9993538,0.0001727894,0.00006313679,0.0001772143,0.0001214002,0.0001116321],"domain_scores_gemma":[0.9986174,0.0002243367,0.0004622891,0.0002205154,0.0001542708,0.000321151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001786739,0.00007693849,0.9986053,0.000007243785,0.00005126484,0.0001123437,0.0001881453,0.00001410257,0.00009920328,0.00001271787,0.00005256596,0.0006015032],"study_design_scores_gemma":[0.00001886501,0.000449471,0.9978612,0.00001312981,0.00006545181,0.0006560598,0.0005255786,0.0001323573,0.00005335677,0.00002157493,0.0001956926,0.000007389462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996476,0.00008583313,0.00005270918,0.000008353573,0.000002849689,0.000009199883,0.0001107879,9.623292e-7,0.00008163586],"genre_scores_gemma":[0.9996173,0.0000672177,0.00005384965,0.00001361255,0.000003867061,0.000009792619,0.0001316351,9.239931e-7,0.0001017599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005156491,"threshold_uncertainty_score":0.01025295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007835625720122353,"score_gpt":0.2373301362561007,"score_spread":0.2294945105359784,"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."}}