{"id":"W3139167028","doi":"10.1111/trf.16349","title":"Evaluation of a pre‐exposure prophylaxis (PrEP)/post‐exposure prophylaxis (PEP) deferral policy among blood donors","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Blood Services","funders":"","keywords":"Deferral; Pre-exposure prophylaxis; Medicine; Residual risk; Family medicine; Post-exposure prophylaxis; Human immunodeficiency virus (HIV); Men who have sex with men; Internal 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":[0.02119257,0.0002673683,0.0002456541,0.0005693579,0.0006970848,0.0009034202,0.0008758954,0.0005097314,0.0007344888],"category_scores_gemma":[0.03203835,0.0002220646,0.000398618,0.0005687982,0.0004900124,0.0006422468,0.0007192502,0.0006334275,0.000121582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004135842,"about_ca_system_score_gemma":0.007073327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03508469,"about_ca_topic_score_gemma":0.02737349,"domain_scores_codex":[0.9908433,0.005257754,0.0008898639,0.0004125588,0.001798084,0.0007983462],"domain_scores_gemma":[0.9738554,0.009145959,0.00939988,0.0006240491,0.004776824,0.00219785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008412709,0.001210351,0.9663445,0.0002475704,0.00004674639,0.00007007392,0.001880455,0.0004871666,0.0003778382,0.0001076834,0.0004061158,0.0279801],"study_design_scores_gemma":[0.00008677522,0.007047144,0.9835783,0.0002037129,0.000092044,0.0001751716,0.003704408,0.001887416,0.001223807,0.00006368446,0.001910842,0.00002654538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978883,0.0002614224,0.0002802757,0.0003467507,0.00001449201,0.0002971168,0.0001704645,0.000009862242,0.0007314006],"genre_scores_gemma":[0.9986752,0.0001285699,0.0007315676,0.0001022987,0.00001249584,0.0001232769,0.0001030893,9.074197e-7,0.0001225677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03508469,"threshold_uncertainty_score":0.1120784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125437901244928,"score_gpt":0.2578958380126365,"score_spread":0.2366414590001873,"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."}}