{"id":"W1851982349","doi":"10.1111/trf.13024","title":"Relative efficacy of nucleic acid amplification testing and serologic screening in preventing hepatitis C virus transmission risk in seven international regions","year":2015,"lang":"en","type":"article","venue":"Transfusion","topic":"Hepatitis C virus research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Grifols","keywords":"Serology; Virology; Nucleic acid; Transmission (telecommunications); Medicine; Hepatitis C virus; Nucleic Acid Amplification Tests; Virus; Immunology; Biology; Antibody; Genetics; Computer science","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":[0.009462779,0.0005392899,0.000367452,0.0004906202,0.0001909011,0.0008326863,0.0006291851,0.0005680938,0.0004704319],"category_scores_gemma":[0.01399436,0.0003248998,0.0009481013,0.0003889285,0.0008512179,0.0004911277,0.0009014335,0.0003655203,0.00008396417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136931,"about_ca_system_score_gemma":0.0008987363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009458127,"about_ca_topic_score_gemma":0.004177657,"domain_scores_codex":[0.9957694,0.003202945,0.0001002608,0.0003415009,0.0002220435,0.0003638078],"domain_scores_gemma":[0.9833598,0.01170991,0.002904436,0.0006468979,0.0008255325,0.0005534741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001915315,0.0001922955,0.884824,0.0000920073,0.0007967707,0.0001390947,0.0002224129,0.09911377,0.001170316,0.0007130181,0.00007644758,0.01074445],"study_design_scores_gemma":[0.0003054882,0.005156294,0.8156759,0.00008888052,0.001831437,0.000430201,0.0006390191,0.168367,0.005706721,0.001029423,0.0007035927,0.00006611719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985265,0.0002462962,0.0005607491,0.00004778424,0.000001530118,0.00001123104,0.00004243809,0.000009857441,0.0005536129],"genre_scores_gemma":[0.9996227,0.00005788031,0.0002302846,0.000009419119,0.000001303673,0.000004098565,0.00004409508,0.000001097575,0.00002907775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009462779,"threshold_uncertainty_score":0.05004454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08453306497692173,"score_gpt":0.3380192225103308,"score_spread":0.2534861575334091,"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."}}