{"id":"W3183030458","doi":"10.1111/vox.13176","title":"<scp>HIV</scp> residual risk in Canada for apheresis source plasma donation without deferral for men who have sex with men","year":2021,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Héma-Québec","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Blood Services","keywords":"Deferral; Residual risk; Men who have sex with men; Medicine; Donation; Viral load; Demography; Confidence interval; Immunology; Human immunodeficiency virus (HIV); Internal medicine; Virology; Business; Syphilis; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001662773,0.0003952718,0.0003146185,0.0004832413,0.0008676064,0.001229496,0.001525581,0.0005927303,0.003190133],"category_scores_gemma":[0.003523313,0.0002891865,0.0007653517,0.0005351462,0.0006540527,0.0003567458,0.0006057829,0.0006176335,0.0001772481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02769441,"about_ca_system_score_gemma":0.02152694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9619137,"about_ca_topic_score_gemma":0.9375862,"domain_scores_codex":[0.9992903,0.0001748742,0.0000161132,0.0001251301,0.0001610129,0.0002325341],"domain_scores_gemma":[0.9985926,0.0004928953,0.000239337,0.0000529037,0.0004173005,0.0002049248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009276514,0.0001615823,0.2821884,0.0001442479,0.0003688831,0.0006559751,0.0003961599,0.6821564,0.0007337313,0.01077186,0.005982361,0.01551274],"study_design_scores_gemma":[0.0002208578,0.0003277495,0.1001599,0.00009890746,0.0002736828,0.0003546829,0.000567467,0.8872979,0.0006790676,0.004036352,0.00591001,0.00007338195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796657,0.0007580704,0.007575201,0.0009502685,0.00002341834,0.0002109815,0.002850655,0.0001126034,0.00785301],"genre_scores_gemma":[0.9948591,0.0001649904,0.001631199,0.00008890107,0.000003258341,0.00003127991,0.0007470364,0.00001049324,0.002463849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0380863,"threshold_uncertainty_score":0.200938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511930896134576,"score_gpt":0.2280732381779624,"score_spread":0.2129539292166167,"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."}}