{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004195382,0.0003287231,0.000639529,0.001037196,0.0007965214,0.0008073052,0.0005105208,0.0001808866,0.0001209159],"category_scores_gemma":[0.0008442353,0.0001824535,0.000103666,0.001421432,0.0001996002,0.0003105943,0.0001237067,0.0004615356,0.00004942611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004417563,"about_ca_system_score_gemma":0.0002779068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2074528,"about_ca_topic_score_gemma":0.1903572,"domain_scores_codex":[0.9976232,0.0002520792,0.0004732244,0.0004879558,0.0005690174,0.0005945064],"domain_scores_gemma":[0.9972566,0.00130712,0.0004458695,0.0004031159,0.00052281,0.00006451958],"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":[0.0001762613,0.00008937894,0.002197171,0.003731052,0.001336593,0.00001089455,0.001123193,0.0000233795,0.000001394813,0.002657177,0.1048286,0.8838249],"study_design_scores_gemma":[0.0005522403,0.00008485354,0.0001515171,0.0009065669,0.0008800792,0.000001995439,0.002494716,0.003653552,0.000001027766,0.00005226797,0.9909689,0.0002522447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007398337,0.8708485,0.001632048,0.02455326,0.0002289648,0.02853031,0.00156587,0.0005439494,0.07135722],"genre_scores_gemma":[0.03140028,0.8295637,0.006809669,0.01789602,0.0184089,0.02375571,0.00670551,0.003264035,0.06219622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8861403,"threshold_uncertainty_score":0.8244167,"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."}}