{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009949051,0.0001190966,0.0002513396,0.0003714538,0.00005424813,0.00001063529,0.00009226386,0.000129907,0.00003166807],"category_scores_gemma":[0.001157316,0.0001130654,0.00004256421,0.0005345284,0.00007089847,0.0002228159,0.00002867512,0.0004500702,0.000004066771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009045591,"about_ca_system_score_gemma":0.00008107185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007626711,"about_ca_topic_score_gemma":0.001475299,"domain_scores_codex":[0.9983665,0.0002683727,0.0004624723,0.0003075175,0.0003858264,0.0002093233],"domain_scores_gemma":[0.9991578,0.0003253926,0.0001074552,0.0001486312,0.0001344955,0.0001262356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000398763,0.00018154,0.7860172,0.00003977519,0.00001369978,0.00002359293,0.003947131,0.0001831235,0.04666683,0.00003245323,0.000007417056,0.1624885],"study_design_scores_gemma":[0.003842947,0.0003065525,0.9607019,0.0008565947,0.00002636164,0.00001319934,0.0001565049,0.02788945,0.005345074,0.0005966773,0.0001571004,0.000107646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853454,0.0001681711,0.01151834,0.0005024159,0.00002670314,0.0006378746,0.00001115442,0.00003527347,0.001754634],"genre_scores_gemma":[0.9851063,0.001296561,0.01344258,0.00001839158,0.00002488507,0.00002143716,0.00002573642,0.00001915469,0.00004497959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1746847,"threshold_uncertainty_score":0.9989816,"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."}}