{"id":"W4410288449","doi":"10.7326/annals-25-00815","title":"Medical, Societal, and Ethical Considerations for Directed Blood Donation in 2025","year":2025,"lang":"en","type":"review","venue":"Annals of Internal Medicine","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Blood Services; University of Toronto","funders":"Department of Laboratory Medicine and Pathology, University of Washington; Versus Arthritis; Erasmus Medisch Centrum; University College Dublin; National Heart, Lung, and Blood Institute; Children’s Hospital of Wisconsin Research Institute; Lincoln Memorial University; Universitätsspital Basel; City of Hope; Vanderbilt University Medical Center; Canadian Blood Services; Children's Healthcare of Atlanta; Johns Hopkins University; University of Washington; Children's National Hospital; Department of Pathology, Johns Hopkins University; Seattle Children's Research Institute; National Institute for Health and Care Research; Aarhus Universitetshospital; NHS Blood and Transplant; University of Ottawa; Aarhus Universitet; Institut for Klinisk Medicin, Aarhus Universitet; University of Minnesota; University of California, San Diego; University of Toronto; Yale University; Stichting Sanquin Bloedvoorziening; Vanderbilt University; University of Nebraska Medical Center; University of Nottingham; Emory University; Aflac; Pfizer","keywords":"Medicine; Donation; Blood donor; Intensive care medicine; Family medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04055795,0.0003509138,0.0004421432,0.000575856,0.008875381,0.009462127,0.001977019,0.02026408,0.004498384],"category_scores_gemma":[0.03801099,0.0003528885,0.001006985,0.000385232,0.008551928,0.004761925,0.007135154,0.01678299,0.0008218161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00645605,"about_ca_system_score_gemma":0.02599289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008342052,"about_ca_topic_score_gemma":0.01647299,"domain_scores_codex":[0.972327,0.01765371,0.001511393,0.001192425,0.00363454,0.003681109],"domain_scores_gemma":[0.9796644,0.008513407,0.00197939,0.0007294282,0.002315824,0.006797439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002172332,0.0004444446,0.01556476,0.0003991494,0.00006339786,0.004176816,0.01574747,0.0007395542,0.001543854,0.5505944,0.3107215,0.09978738],"study_design_scores_gemma":[0.0000509125,0.0003384756,0.007371327,0.003584774,0.00003385151,0.005113854,0.01537132,0.001205724,0.0009024061,0.1324995,0.8333181,0.0002097256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.016435,0.01383657,0.003113627,0.9306894,0.007561667,0.00008694656,0.00009676123,0.00003606377,0.028144],"genre_scores_gemma":[0.2226699,0.004874601,0.004553646,0.7572793,0.00421042,0.0001691222,0.00009785603,0.00003127529,0.006113915],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04055795,"threshold_uncertainty_score":0.2144935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154565754043357,"score_gpt":0.4156781130586374,"score_spread":0.3002215376543017,"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."}}