{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002260886,0.0002277868,0.000196621,0.0003400185,0.0005526615,0.0002756716,0.0002204788,0.0000952576,0.0004354856],"category_scores_gemma":[0.00001402156,0.0002016153,0.00006529626,0.0008179599,0.00007659237,0.001047577,0.00002294994,0.000283381,0.0000576905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009171057,"about_ca_system_score_gemma":0.00005104608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168636,"about_ca_topic_score_gemma":0.001557986,"domain_scores_codex":[0.9987427,0.00002251738,0.0002739426,0.0004195594,0.0002628251,0.000278469],"domain_scores_gemma":[0.9993691,0.00006772963,0.00009344213,0.0002578432,0.0001893084,0.00002258392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002881337,0.007186389,0.5346516,0.002237638,0.0005413647,0.0003036934,0.0003788015,0.004569004,0.04016745,0.2394047,0.001790826,0.1658872],"study_design_scores_gemma":[0.0241924,0.0003349987,0.7991349,0.001137167,0.005285887,0.00004230946,0.001535977,0.02143239,0.009968008,0.001622825,0.1330193,0.00229383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8784407,0.0002068724,0.07831244,0.004396325,0.000394331,0.0008368233,0.00001205787,0.0006359636,0.03676443],"genre_scores_gemma":[0.9939502,0.00001883871,0.002748473,0.002517167,0.0001538373,0.00008698695,0.00006210455,0.00002623564,0.0004361636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2644833,"threshold_uncertainty_score":0.8221635,"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."}}