{"id":"W4321496586","doi":"10.1111/trf.17290","title":"LGBTQ+ inclusivity in blood donation: Sexual behavior‐based screening is the first step to getting it right","year":2023,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blood donor; Donation; Sexual behavior; Medicine; Psychology; Gynecology; Family medicine; Social psychology; Immunology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02172638,0.0005166213,0.001283713,0.0006206672,0.002431787,0.004203912,0.001958072,0.00316268,0.00522602],"category_scores_gemma":[0.0414369,0.0004455791,0.001255934,0.0007310027,0.002300908,0.001481914,0.001373188,0.00579122,0.001008861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003027749,"about_ca_system_score_gemma":0.006847104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730298,"about_ca_topic_score_gemma":0.05451722,"domain_scores_codex":[0.9855355,0.009640809,0.001053326,0.000444983,0.002924148,0.0004010988],"domain_scores_gemma":[0.9683399,0.02326982,0.002251029,0.0007718819,0.004252548,0.001114966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001232853,0.0007992073,0.01365428,0.003286486,0.0003982937,0.0001653239,0.00140106,0.000123067,0.0002456647,0.002692801,0.5099599,0.4660411],"study_design_scores_gemma":[0.001765463,0.002783642,0.04291559,0.01061977,0.001991238,0.0006372273,0.003962738,0.001863579,0.001333617,0.006968151,0.9249591,0.0001997155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02789981,0.087819,0.006560966,0.6709255,0.1793563,0.001891463,0.0007358242,0.0003194938,0.02449153],"genre_scores_gemma":[0.1821232,0.1161337,0.02476352,0.4133829,0.2466038,0.003312593,0.0008195178,0.0003752525,0.01248551],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02172638,"threshold_uncertainty_score":0.1149014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087868285185493,"score_gpt":0.2646024460948286,"score_spread":0.2337237632429736,"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."}}