{"id":"W3109972374","doi":"10.1111/trf.16165","title":"Donor screening question alternatives to men who have sex with men time deferral: Potential impact on donor deferral and discomfort","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Université de Sherbrooke; Héma-Québec; Ottawa Public Health; University of Ottawa","funders":"","keywords":"Deferral; Medicine; Confidence interval; Men who have sex with men; Family medicine; Demography; Human immunodeficiency virus (HIV); Internal medicine","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":[0.008582616,0.0003081988,0.0003528925,0.0005259695,0.0007497225,0.0008431977,0.0005342137,0.0004636839,0.005320284],"category_scores_gemma":[0.02308623,0.000146327,0.0006178501,0.0006240928,0.0005894192,0.0004914498,0.0009497702,0.0005645916,0.0003784497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136576,"about_ca_system_score_gemma":0.001560732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01194277,"about_ca_topic_score_gemma":0.01705804,"domain_scores_codex":[0.994092,0.003729571,0.0005043771,0.0002708553,0.0009186612,0.0004844694],"domain_scores_gemma":[0.9807969,0.01098112,0.005104277,0.0005564597,0.001317999,0.001243148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002765445,0.001196883,0.8421702,0.001800369,0.0001395717,0.0007517309,0.02128543,0.0004044429,0.00289071,0.0007975684,0.005039899,0.1207577],"study_design_scores_gemma":[0.0001937078,0.00401768,0.9383819,0.001490939,0.000183158,0.001670397,0.03275374,0.001364319,0.002570058,0.0005249049,0.0167596,0.00008967141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937789,0.0008637908,0.0007495782,0.0008118915,0.00006823389,0.0002830575,0.0004324128,0.00002531378,0.00298676],"genre_scores_gemma":[0.996342,0.0003926896,0.001641763,0.0004287588,0.00003373956,0.000180269,0.0001588973,0.00000387056,0.0008181662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194277,"threshold_uncertainty_score":0.04538977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940988136293858,"score_gpt":0.2651156805978898,"score_spread":0.2457057992349512,"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."}}