{"id":"W4205478939","doi":"10.2196/36573","title":"Prevalence and Factors Associated With Transfusion-Transmitted Infections Among Blood Donors at the National Blood Transfusion and Research Center, Sana’a, Yemen, 2017","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Syphilis; Malaria; HBsAg; Blood transfusion; Hepatitis B; Hepatitis B virus; Hepatitis C; Immunology; Hepatitis C virus; Internal medicine; Virology; Human immunodeficiency virus (HIV); Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004783894,0.0003760433,0.0001988753,0.0006601614,0.0007066389,0.000515631,0.0003135354,0.0002812519,0.001692167],"category_scores_gemma":[0.0008549145,0.0003068694,0.0002035628,0.001288317,0.0003332454,0.0004660282,0.0003567774,0.0003572297,0.0001677309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006960473,"about_ca_system_score_gemma":0.001041141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610217,"about_ca_topic_score_gemma":0.01760537,"domain_scores_codex":[0.9997322,0.00006330397,0.00004638977,0.00003982337,0.0000381163,0.0000801846],"domain_scores_gemma":[0.9996271,0.00005098909,0.0001763969,0.00001387145,0.0000689253,0.00006277642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001914736,0.00001886767,0.9984407,0.00002034631,0.00000979079,0.0001302442,0.0002390949,0.00001121915,0.000108081,0.0000131074,0.0001894232,0.0008000915],"study_design_scores_gemma":[0.000003502219,0.00004968714,0.9955193,0.00004196089,0.00001808321,0.0006079471,0.003042067,0.0000728411,0.0001031363,0.00001548371,0.0005209416,0.000004997906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998225,0.0006949038,0.00003415247,0.0001230001,0.000007397121,0.00001380383,0.0004908297,0.000002561844,0.0004082891],"genre_scores_gemma":[0.9983169,0.0007164816,0.00009663273,0.00005564301,0.00001096538,0.0000229854,0.0005642736,8.571732e-7,0.0002153534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01610217,"threshold_uncertainty_score":0.03201687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04009351791534262,"score_gpt":0.2741689942144339,"score_spread":0.2340754762990913,"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."}}