{"id":"W2001415244","doi":"10.1111/vox.12166","title":"A shared regulatory perspective on deferral from blood donation of men who have sex with men (<scp>MSM</scp>)","year":2014,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Deferral; Men who have sex with men; Donation; Medicine; Population; Blood donor; Epidemiology; Demography; Family medicine; Environmental health; Immunology; Human immunodeficiency virus (HIV); Internal medicine; Political science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1059454,0.0007376756,0.001120324,0.002078065,0.0133582,0.0211606,0.005688814,0.04164548,0.003307802],"category_scores_gemma":[0.08068963,0.0007674975,0.001590745,0.001522329,0.04335146,0.01103468,0.01537243,0.03318448,0.0006751965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01020569,"about_ca_system_score_gemma":0.06694098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01836369,"about_ca_topic_score_gemma":0.01574687,"domain_scores_codex":[0.879963,0.07329536,0.006604919,0.007543256,0.02110399,0.01148959],"domain_scores_gemma":[0.882024,0.0601055,0.00990411,0.00647741,0.02338717,0.01810183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008666341,0.0002952898,0.004253472,0.0003925378,0.00007709437,0.002498705,0.04556953,0.001372302,0.001419339,0.8162897,0.07892146,0.0488238],"study_design_scores_gemma":[0.00007684487,0.000507403,0.004775668,0.002841664,0.0001131599,0.002367497,0.04126758,0.001502981,0.001265238,0.3697247,0.5752157,0.0003415874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008669645,0.004544461,0.005453875,0.9432831,0.003239923,0.0000584963,0.0000320397,0.00003139962,0.03468706],"genre_scores_gemma":[0.4510503,0.005715059,0.01031687,0.5153059,0.007083534,0.0001771992,0.00005747221,0.00006157189,0.01023197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1059454,"threshold_uncertainty_score":0.5602998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338547617777096,"score_gpt":0.2312044474394331,"score_spread":0.2178189712616621,"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."}}