{"id":"W2909631729","doi":"10.1111/trf.15098","title":"Compliance with time‐based deferrals for men who have sex with men","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Ottawa Public Health; University of Ottawa","funders":"","keywords":"Deferral; Medicine; Men who have sex with men; Demography; Incidence (geometry); Human immunodeficiency virus (HIV); Surgery; Family 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":[0.007390135,0.0002284455,0.0002266895,0.001021249,0.0007216251,0.0007768369,0.001363473,0.000368233,0.00174867],"category_scores_gemma":[0.02351061,0.0001579776,0.0004821511,0.001301591,0.0005820991,0.0004339553,0.0008311666,0.0006057604,0.0001723525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004907217,"about_ca_system_score_gemma":0.01608891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3163612,"about_ca_topic_score_gemma":0.3134042,"domain_scores_codex":[0.9938426,0.001914547,0.0005116069,0.0003838207,0.002525662,0.0008218494],"domain_scores_gemma":[0.9792336,0.002712587,0.01088278,0.0008000373,0.003696933,0.002673991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004057052,0.0005955837,0.9281353,0.0001908284,0.00008417146,0.0000347014,0.001204215,0.0005305432,0.0003305546,0.000173256,0.001765084,0.06655005],"study_design_scores_gemma":[0.00003003249,0.0005974289,0.9962612,0.00008629537,0.00003085045,0.00004839324,0.0003484011,0.0003311285,0.0003384705,0.00002912576,0.001890524,0.000008110655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915367,0.0007431944,0.0004536986,0.001758905,0.00005581166,0.0002019618,0.001004315,0.00006185421,0.004183546],"genre_scores_gemma":[0.9975882,0.0002636813,0.0006320277,0.0002784673,0.00004536668,0.00007322214,0.000486782,0.000004155554,0.0006281051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3163612,"threshold_uncertainty_score":0.6290396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860767287476644,"score_gpt":0.2552923110293781,"score_spread":0.2266846381546117,"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."}}