{"id":"W1628126137","doi":"10.1111/trf.13061","title":"Viremia levels in hepatitis C infection among Egyptian blood donors and implications for transmission risk with different screening scenarios","year":2015,"lang":"en","type":"article","venue":"Transfusion","topic":"Hepatitis C virus research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Grifols","keywords":"Viremia; Window period; Virology; Hepatitis C virus; Transmission (telecommunications); Medicine; Serology; Nat; Hepatitis C; Flaviviridae; Seroconversion; Immunology; Viral load; Antibody; Biology; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001683233,0.0002473699,0.0001679588,0.000486531,0.0002845399,0.0007995254,0.0002499059,0.0004315435,0.00125354],"category_scores_gemma":[0.004638888,0.0001568665,0.0002132488,0.0004496436,0.0003829156,0.0004267248,0.0003828021,0.0003303876,0.0001266569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008068128,"about_ca_system_score_gemma":0.0003117539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003882798,"about_ca_topic_score_gemma":0.002330279,"domain_scores_codex":[0.9993893,0.0002476072,0.00005116276,0.0001082861,0.00008708741,0.0001166073],"domain_scores_gemma":[0.9985105,0.0006978891,0.0004793142,0.00005470305,0.0001421758,0.0001153286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002775512,0.00004305533,0.9955721,0.00001748371,0.00002967288,0.0001220897,0.0002638356,0.0004406549,0.0003569676,0.00007912684,0.00005159248,0.002745829],"study_design_scores_gemma":[0.000008945467,0.0002103039,0.9948987,0.00002234922,0.00003734636,0.0007544826,0.0009147245,0.002326017,0.000480623,0.000205847,0.0001318851,0.00000869074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995288,0.0001089455,0.00007010571,0.00002158052,5.517526e-7,0.000003197488,0.00004802161,0.000001712279,0.0002171232],"genre_scores_gemma":[0.9998529,0.00002712266,0.00005057844,0.000004990265,8.060088e-7,0.000001482201,0.00003277186,3.412365e-7,0.00002901535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003882798,"threshold_uncertainty_score":0.008901894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04707519776426726,"score_gpt":0.3123323308318644,"score_spread":0.2652571330675971,"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."}}