{"id":"W4315928305","doi":"10.1111/trf.17241","title":"Alternatives to blood donor deferral of gay, bisexual, and other men who have sex with men: Acceptability of screening the sexual risk behavior of all blood donors","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Carleton University; University of Toronto; Western University","funders":"Health Canada; Canadian Blood Services","keywords":"Deferral; Blood donor; Medicine; Men who have sex with men; Sexual behavior; Gynecology; Demography; Human immunodeficiency virus (HIV); Family medicine; Clinical psychology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008745388,0.0002698406,0.0002898001,0.0003007453,0.0008962124,0.000928284,0.0005524289,0.0005756028,0.004046344],"category_scores_gemma":[0.02396111,0.0001358999,0.0004930698,0.0002378803,0.0005790711,0.0006108551,0.0008662917,0.0007763048,0.0002181214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006586136,"about_ca_system_score_gemma":0.001500003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044856,"about_ca_topic_score_gemma":0.009505253,"domain_scores_codex":[0.9944879,0.003423116,0.0002983564,0.0001770788,0.001295891,0.0003176145],"domain_scores_gemma":[0.9908743,0.005326895,0.00160116,0.0002354964,0.000768884,0.001193347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008025741,0.01403421,0.5287156,0.001894309,0.0003688913,0.0007640908,0.06192324,0.0009835224,0.003329273,0.001532133,0.003817733,0.3746112],"study_design_scores_gemma":[0.001261408,0.03468761,0.8328092,0.00133504,0.0004448628,0.001262338,0.0978068,0.003534264,0.003905703,0.001487088,0.0212842,0.0001813929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961468,0.0003740724,0.0002193307,0.0004885329,0.00002948462,0.0002046695,0.0000349343,0.000006247149,0.002495982],"genre_scores_gemma":[0.9981868,0.0003590538,0.0006523806,0.0002557193,0.00002300183,0.00008217117,0.00003302275,0.000001374954,0.0004064945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044856,"threshold_uncertainty_score":0.04625058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05082217612137215,"score_gpt":0.3051038067426962,"score_spread":0.2542816306213241,"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."}}