{"id":"W4391230666","doi":"10.1111/vox.13587","title":"End of selection criteria based on sexual orientation: An international symposium on alternatives to donation deferral","year":2024,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Canadian Blood Services; Université de Sherbrooke; St. Michael's Hospital; Héma-Québec","funders":"Health Canada","keywords":"Deferral; Human immunodeficiency virus (HIV); Medicine; Donation; Men who have sex with men; Selection (genetic algorithm); Blood donor; Family medicine; Political science; Immunology; Business; Finance","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":[0.05878779,0.0005693159,0.0003881125,0.001309399,0.00247383,0.00472293,0.002224266,0.003016594,0.01032843],"category_scores_gemma":[0.04308613,0.0003360217,0.001203565,0.001006366,0.003809451,0.003422468,0.00477152,0.006472872,0.001135108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332627,"about_ca_system_score_gemma":0.008814724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0020261,"about_ca_topic_score_gemma":0.003712059,"domain_scores_codex":[0.970484,0.02196435,0.001741208,0.0009692444,0.003540944,0.001300274],"domain_scores_gemma":[0.966697,0.01721538,0.002598378,0.001404094,0.00810772,0.003977315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004875709,0.0003753035,0.007466261,0.001609108,0.00005419389,0.0009225802,0.009285281,0.0005042625,0.0008272804,0.05315371,0.2799592,0.6453552],"study_design_scores_gemma":[0.00005829885,0.0004811034,0.005342258,0.00600106,0.00005962818,0.001795548,0.01186062,0.0005994379,0.0008697446,0.02132311,0.9515381,0.00007116143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03250654,0.1209292,0.02077277,0.7121795,0.0280677,0.0005681943,0.0001699488,0.0001404723,0.08466574],"genre_scores_gemma":[0.521771,0.1137521,0.06196284,0.2093142,0.02638764,0.0009947409,0.0006399328,0.0003187659,0.0648587],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05878779,"threshold_uncertainty_score":0.3109033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065010659941354,"score_gpt":0.3208759850543196,"score_spread":0.2902258784549061,"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."}}