{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002076435,0.00008508393,0.0001489836,0.0001480659,0.00006795053,0.0001754448,0.00009388709,0.00003158174,0.0001830844],"category_scores_gemma":[0.0001337713,0.00008588171,0.00001065247,0.0003944194,0.0000337168,0.001274112,0.00006861569,0.00007484532,0.00000340959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004404536,"about_ca_system_score_gemma":0.00001771973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075393,"about_ca_topic_score_gemma":0.003930513,"domain_scores_codex":[0.9991805,0.00003736705,0.0002621926,0.0002397199,0.0002081716,0.00007207404],"domain_scores_gemma":[0.9994284,0.00005117917,0.0001636772,0.0001097646,0.000235308,0.00001169507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000278307,0.0006984627,0.9935656,0.00004553995,0.00002369487,0.00001474021,0.0009723438,0.00002898029,0.0002807135,0.002519806,0.00002210781,0.001800168],"study_design_scores_gemma":[0.001049927,0.00003943992,0.9918603,0.00003815094,0.00007762414,0.000002933644,0.003900522,0.001985112,0.0001611025,0.000144363,0.0006386542,0.0001019183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970506,0.000294327,0.00001082298,0.0005492469,0.0001186936,0.0001730397,0.000008219509,0.00001493711,0.001780057],"genre_scores_gemma":[0.9988969,0.0001601936,0.0005358903,0.000182505,0.0001168558,0.00001180644,0.00002194329,0.000006158014,0.00006772504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002928178,"threshold_uncertainty_score":0.3502154,"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."}}