{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003008088,0.0002717118,0.0003298404,0.0001551887,0.0002727656,0.0002944355,0.0001941071,0.00008849731,0.0001227023],"category_scores_gemma":[0.00006956302,0.0002104832,0.00004206198,0.0003320341,0.00007615167,0.00140494,0.00005409732,0.0002216784,0.00001803767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005634904,"about_ca_system_score_gemma":0.00003345176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522427,"about_ca_topic_score_gemma":0.007786624,"domain_scores_codex":[0.998527,0.00002477773,0.000284472,0.0005385037,0.0003218726,0.0003033792],"domain_scores_gemma":[0.9993554,0.0001222119,0.0002108376,0.0001669421,0.00009307159,0.00005150718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00147347,0.0007931238,0.9913581,0.0004008882,0.0002496273,0.00008053631,0.001986889,0.0002918124,0.0003634777,0.0004251287,0.001179227,0.001397723],"study_design_scores_gemma":[0.1101832,0.002468463,0.631288,0.0008980418,0.008335529,0.0001228386,0.008166354,0.1728302,0.004746766,0.001023802,0.056538,0.003398759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964689,0.0001156817,0.000626615,0.005424519,0.000008004222,0.001097807,0.00002012124,0.0001269862,0.02789132],"genre_scores_gemma":[0.9965589,0.0002854908,0.0009546191,0.001188424,0.0002283195,0.0001378001,0.00003371,0.00005494911,0.0005577534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3600701,"threshold_uncertainty_score":0.8583254,"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."}}