{"id":"W4411389608","doi":"10.1111/trf.18302","title":"Compliance with gender‐neutral sexual behavior‐based blood donor screening questions","year":2025,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Men who have sex with men; Demography; Medicine; Confidence interval; Anal sex; Deferral; Sexual behavior; Anal intercourse; Gynecology; Human immunodeficiency virus (HIV); Family medicine; Internal medicine; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01416708,0.0003017212,0.0003121563,0.0008278961,0.0006978362,0.0009071667,0.001149341,0.0004680186,0.006888927],"category_scores_gemma":[0.02010899,0.0001720811,0.0005194447,0.00102074,0.0004514419,0.0005127251,0.001011195,0.0006665664,0.001335573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002413718,"about_ca_system_score_gemma":0.005040866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0587098,"about_ca_topic_score_gemma":0.07542871,"domain_scores_codex":[0.9893222,0.003815413,0.001479979,0.0006770655,0.00350303,0.001202182],"domain_scores_gemma":[0.9856405,0.003335156,0.005827304,0.001005092,0.003096378,0.00109554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005004909,0.000553845,0.9470468,0.0002579316,0.00004988395,0.00005838442,0.002550792,0.0002146584,0.0004280934,0.000267495,0.006731615,0.04134008],"study_design_scores_gemma":[0.00004964584,0.0004905683,0.9889144,0.0001368542,0.00002259742,0.0001318123,0.0008467857,0.0003581796,0.0008102939,0.0001180858,0.008102116,0.00001867001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584461,0.0003552687,0.001703302,0.001538396,0.0001188703,0.002004144,0.01135841,0.0001696363,0.02430592],"genre_scores_gemma":[0.9872807,0.0002059416,0.003542015,0.0005055076,0.00003825509,0.001352752,0.003650828,0.00001388723,0.003410119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0587098,"threshold_uncertainty_score":0.1167361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04815843147369741,"score_gpt":0.2837837161517569,"score_spread":0.2356252846780595,"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."}}