{"id":"W4376641083","doi":"10.1111/vox.13443","title":"Evolving the gay, bisexual and other men who have sex with men time‐based deferral to sexual risk screening for all donors: The contribution of Canadian research programmes","year":2023,"lang":"en","type":"review","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University; Canadian Blood Services","funders":"Health Canada; Canadian Blood Services","keywords":"Deferral; Men who have sex with men; Family medicine; Inclusion (mineral); Medicine; Population; Human immunodeficiency virus (HIV); Incidence (geometry); Psychology; Demography; Environmental health; Social psychology; Sociology","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":[0.1091259,0.001101648,0.002006297,0.008131975,0.009379768,0.01272531,0.005800458,0.003242295,0.004985211],"category_scores_gemma":[0.1633122,0.0009122172,0.002595026,0.009146188,0.009118392,0.006631016,0.01012466,0.005063521,0.0003812034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1046102,"about_ca_system_score_gemma":0.5195938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9213253,"about_ca_topic_score_gemma":0.945788,"domain_scores_codex":[0.9364303,0.03559052,0.003683984,0.002817908,0.01571306,0.005764257],"domain_scores_gemma":[0.7729859,0.1105355,0.01162114,0.005591155,0.07972173,0.01954463],"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":[0.0003550538,0.0003362588,0.02574771,0.09446586,0.0009895575,0.0009895589,0.103144,0.001379886,0.000700722,0.03707598,0.06061254,0.6742028],"study_design_scores_gemma":[0.000324842,0.0007181165,0.06084808,0.2900562,0.002882334,0.0006694074,0.1275369,0.001150442,0.001415105,0.01834851,0.4956253,0.000424801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03799919,0.536759,0.005326593,0.3644486,0.004314649,0.002254161,0.001596311,0.0001390024,0.0471625],"genre_scores_gemma":[0.4026266,0.499117,0.03428912,0.05397087,0.0009888789,0.002604209,0.0012491,0.0001342868,0.00501983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1091259,"threshold_uncertainty_score":0.7590035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798933791484367,"score_gpt":0.3954414428264089,"score_spread":0.2155480636779722,"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."}}