{"id":"W3151071894","doi":"10.1111/vox.13107","title":"An international comparison of HIV prevalence and incidence in blood donors and general population: a BEST Collaborative study","year":2021,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Héma-Québec","funders":"","keywords":"Demography; Deferral; Population; Incidence (geometry); Medicine; Human immunodeficiency virus (HIV); Transmission (telecommunications); Epidemiology; Environmental health; Immunology; 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":[0.007733935,0.0004544002,0.0009642876,0.003802904,0.0009213542,0.001393788,0.001023607,0.0007855413,0.001016531],"category_scores_gemma":[0.009160823,0.0005698634,0.0009276571,0.004346722,0.0006491409,0.001347204,0.001757758,0.0007021728,0.0002959611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229159,"about_ca_system_score_gemma":0.001678267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03223007,"about_ca_topic_score_gemma":0.03032019,"domain_scores_codex":[0.9954742,0.001739846,0.0005824137,0.001139208,0.0007321411,0.0003321172],"domain_scores_gemma":[0.9894561,0.002044156,0.003422317,0.001670723,0.002383043,0.001023793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000123705,0.00004996695,0.9950336,0.00008245303,0.0002475673,0.00003830076,0.0004695879,0.00005032495,0.0000853828,0.00005776975,0.0003182798,0.003443067],"study_design_scores_gemma":[0.00003563789,0.0002087997,0.9963688,0.0001093865,0.0003503208,0.0003848882,0.0009997837,0.0001427224,0.0001412193,0.0000425483,0.001201933,0.00001407136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900946,0.002114702,0.001261074,0.000154766,0.00001843684,0.0001445241,0.00429947,0.0000209328,0.001891466],"genre_scores_gemma":[0.9923847,0.001230959,0.001464784,0.0001047619,0.0000320303,0.0001321646,0.004362727,0.00001459656,0.0002732265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03223007,"threshold_uncertainty_score":0.06408495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169082671809195,"score_gpt":0.314387601128475,"score_spread":0.292696774410383,"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."}}