{"id":"W3045441206","doi":"10.1182/blood.2020007003","title":"HIV incidence in US first-time blood donors and transfusion risk with a 12-month deferral for men who have sex with men","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of the Assistant Secretary for Health; U.S. Food and Drug Administration; National Institutes of Health; U.S. Department of Health and Human Services; Universiteit Stellenbosch; Public Health England; Department of Science and Technology, Ministry of Science and Technology, India; Hamilton Health Sciences Foundation; Johns Hopkins University","keywords":"Residual risk; Medicine; Deferral; Incidence (geometry); Men who have sex with men; Poisson regression; Window period; Blood transfusion; Confidence interval; Human immunodeficiency virus (HIV); Internal medicine; Immunology; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001920527,0.0002181663,0.0003667203,0.000793514,0.00024271,0.0006861133,0.0003575438,0.0004514574,0.001268541],"category_scores_gemma":[0.004635571,0.0002342562,0.000804772,0.0009807816,0.0002433932,0.0004499251,0.0004148765,0.001094745,0.0001348633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007491965,"about_ca_system_score_gemma":0.0006260396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357826,"about_ca_topic_score_gemma":0.0149466,"domain_scores_codex":[0.9989844,0.0003303155,0.0001040987,0.0002123378,0.0002411432,0.000127717],"domain_scores_gemma":[0.9979331,0.0002843042,0.001142576,0.0001244487,0.0002583115,0.0002573012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001823561,0.00003726688,0.9960722,0.000028201,0.00009974655,0.00003354068,0.0001182211,0.0001116167,0.00007469111,0.00007478927,0.0003714013,0.002795936],"study_design_scores_gemma":[0.00001626893,0.0001761113,0.9975649,0.00006111334,0.0000819113,0.0004522041,0.0002593032,0.0004883718,0.0002042001,0.00007956594,0.0006052114,0.00001078752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953014,0.002268217,0.0002413859,0.0001931964,0.0000358142,0.00001274076,0.001267191,0.00002040676,0.0006595409],"genre_scores_gemma":[0.9983739,0.000491316,0.0001490785,0.00008421168,0.00002409442,0.000009355585,0.0006337799,0.000002844932,0.0002315087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02357826,"threshold_uncertainty_score":0.04688203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098174286551101,"score_gpt":0.201826122227476,"score_spread":0.190844379361965,"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."}}