{"id":"W2201602452","doi":"10.1111/trf.13445","title":"Impact of a 5‐year deferral from blood donation for men who have sex with men","year":2015,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Deferral; Medicine; Men who have sex with men; Blood donor; Human immunodeficiency virus (HIV); Demography; Donation; Family medicine; Immunology","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":[0.005722191,0.0002706151,0.000292586,0.0006732332,0.001994834,0.001273023,0.001435098,0.0008251739,0.003231382],"category_scores_gemma":[0.01843859,0.0002050038,0.0008620741,0.000603785,0.000801209,0.0005582327,0.001612719,0.001115872,0.00019351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008943181,"about_ca_system_score_gemma":0.02452506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5299203,"about_ca_topic_score_gemma":0.6692758,"domain_scores_codex":[0.9950542,0.001265064,0.0003054594,0.0002516002,0.001441492,0.001682108],"domain_scores_gemma":[0.987426,0.001380975,0.003353739,0.0003054103,0.002254842,0.005279043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001432423,0.001410835,0.8663653,0.0004452864,0.0002642694,0.0003557368,0.002241625,0.0006404363,0.0006601234,0.0005763684,0.006387832,0.1192198],"study_design_scores_gemma":[0.00006132299,0.00110338,0.9923545,0.0002329211,0.00009592871,0.0001928639,0.001021246,0.0002697439,0.0002494698,0.00004646301,0.004352621,0.00001943257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844524,0.002434734,0.0001620214,0.005853633,0.0002162368,0.0001259807,0.0006250959,0.00005851679,0.006071455],"genre_scores_gemma":[0.9969838,0.0003801418,0.0002464005,0.00129495,0.00006985576,0.00002585889,0.0002794777,0.000003262913,0.0007162056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5299203,"threshold_uncertainty_score":0.9456961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959497596637623,"score_gpt":0.2692599366551895,"score_spread":0.2396649606888133,"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."}}