{"id":"W4386067593","doi":"10.1016/j.tmrv.2023.150754","title":"HIV Pre-Exposure Prophylaxis, Blood Donor Deferral, Occult Infection, and Risk of HIV Transmission by Transfusion: A Fine Balance Between Evidence-Based Donor Selection Criteria and Transfusion Safety","year":2023,"lang":"en","type":"article","venue":"Transfusion Medicine Reviews","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; Université de Sherbrooke; University of Alberta; Héma-Québec","funders":"","keywords":"Medicine; Pre-exposure prophylaxis; Seroconversion; Viremia; Intensive care medicine; Transmission (telecommunications); Blood transfusion; Human immunodeficiency virus (HIV); Immunology; Men who have sex with men","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":[0.04479831,0.0008467698,0.005110526,0.003070383,0.0006179514,0.005739877,0.001853043,0.003677246,0.002494705],"category_scores_gemma":[0.1170202,0.0006251512,0.003541485,0.003362414,0.001456587,0.002200996,0.001160335,0.004183809,0.000195415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721506,"about_ca_system_score_gemma":0.006133873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005275093,"about_ca_topic_score_gemma":0.01543427,"domain_scores_codex":[0.9588995,0.02533037,0.008156924,0.001075203,0.006055482,0.0004825453],"domain_scores_gemma":[0.8243924,0.151273,0.01630979,0.001351814,0.00571443,0.0009585004],"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":[0.002945138,0.0003760857,0.01963776,0.1976693,0.02630527,0.0001258675,0.0006572228,0.0008503826,0.0002941367,0.009187604,0.009734674,0.7322167],"study_design_scores_gemma":[0.003675883,0.002786863,0.05942921,0.7163312,0.08435412,0.000957746,0.001880403,0.001734826,0.0007302748,0.02030413,0.1075906,0.0002246393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001321407,0.9938595,0.0001125384,0.003938011,0.0002895946,0.00002168443,0.00002087881,0.000001709658,0.0004345858],"genre_scores_gemma":[0.04126553,0.9503667,0.001514963,0.005126914,0.001447788,0.00007005118,0.00006390866,0.000005247049,0.0001388411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04479831,"threshold_uncertainty_score":0.236919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106520253177047,"score_gpt":0.3428651609911229,"score_spread":0.3017999584593524,"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."}}