{"id":"W1818585592","doi":"10.15537/1658-3175.1560","title":"Use of nucleic acid testing for blood donor screening of Human Immunodeficiency virus and Hepatitis C virus in the Saudi population","year":2001,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Columbia Centre for Disease Control","keywords":"Medicine; Hepatitis C virus; Virology; Nucleic acid; Serology; Population; Virus; Nucleic acid test; Hepatitis B virus; Viral disease; Hepatitis; Hepatitis C; Immunology; Hepatitis A; Antibody; Biology; Disease; Internal medicine; Infectious disease (medical specialty); 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":[0.002329417,0.00014483,0.0004455171,0.0003065386,0.0002320747,0.00004225396,0.00023349,0.0001533876,0.0002072898],"category_scores_gemma":[0.006188276,0.0001033641,0.0001060975,0.0005049202,0.0002460496,0.000207029,0.0000783373,0.000740995,0.000001202695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004853476,"about_ca_system_score_gemma":0.0001628808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005986569,"about_ca_topic_score_gemma":0.001499979,"domain_scores_codex":[0.9969055,0.0002480435,0.0009195147,0.0001917064,0.001316354,0.0004189031],"domain_scores_gemma":[0.9982407,0.0006991029,0.0003333482,0.0002240931,0.0002804224,0.0002223288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001420995,0.0002970416,0.7584394,0.0001117952,0.00005304872,0.0002206006,0.000414664,0.00000508924,0.08996658,0.00006191295,0.00009181758,0.150196],"study_design_scores_gemma":[0.00298748,0.001454495,0.9860764,0.001361709,0.000121104,0.001077358,0.0001099099,0.003003592,0.002889839,0.0003719826,0.0004102279,0.0001359165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967306,0.0008860949,0.001053962,0.0006220797,0.00005383934,0.000387526,0.0000197337,0.00001092462,0.0002352148],"genre_scores_gemma":[0.9942201,0.001509288,0.003781237,0.0002396107,0.0001837807,0.00001245499,0.00001295016,0.00002427609,0.00001625166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2276371,"threshold_uncertainty_score":0.9049941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0912937880027201,"score_gpt":0.3576280337023133,"score_spread":0.2663342456995932,"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."}}