{"id":"W2970907004","doi":"10.1111/jvh.13197","title":"Consistent high prevalence of undiagnosed blood‐borne virus infection in patients attending large urban emergency departments in England","year":2019,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Hepatitis C virus research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Gilead Sciences","keywords":"Medicine; Epidemiology; Human immunodeficiency virus (HIV); Emergency department; Family medicine; Environmental health; Virology; Emergency medicine; Internal medicine; Nursing","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":[0.0006537517,0.0001246241,0.0004181568,0.0007003136,0.0004223613,0.0009745618,0.0004401334,0.0004462658,0.003352172],"category_scores_gemma":[0.004226011,0.0003169526,0.0001694972,0.0006523429,0.0006625541,0.0007491901,0.0009500029,0.0006642137,0.0002580792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000874766,"about_ca_system_score_gemma":0.0008928835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04875841,"about_ca_topic_score_gemma":0.10721,"domain_scores_codex":[0.9989045,0.000337356,0.0002356039,0.0001663708,0.0001824544,0.0001737612],"domain_scores_gemma":[0.9953112,0.0009363016,0.002136803,0.0001793739,0.0007426383,0.0006937701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005479036,0.0000190281,0.9954757,0.00008309304,0.0000145495,0.0003476604,0.001271108,0.0000268848,0.0003938051,0.00004707965,0.0004044425,0.001861853],"study_design_scores_gemma":[0.000003087936,0.00004237214,0.9976985,0.0000445005,0.000004731759,0.0004916928,0.00139553,0.00003415879,0.00003273797,0.00001936637,0.0002263744,0.000006997102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968904,0.0007823863,0.0001005827,0.0007046015,0.00001442223,0.00001748065,0.0005151544,0.000006580623,0.0009685384],"genre_scores_gemma":[0.9991696,0.0002710249,0.00006849505,0.0001749247,0.00001433445,0.000007034431,0.0001111657,0.000001240453,0.0001824023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04875841,"threshold_uncertainty_score":0.09694922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315686272512461,"score_gpt":0.2915969702303248,"score_spread":0.2784401075052002,"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."}}