{"id":"W2899051812","doi":"10.1002/hep.30342","title":"Highly Diverse Hepatitis C Strains Detected in Sub‐Saharan Africa Have Unknown Susceptibility to Direct‐Acting Antiviral Treatments","year":2018,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université de Sherbrooke","funders":"Medical Research Council; Cambridge Trust; University of Glasgow; Gates Cambridge Trust; Department for International Development; Department for International Development, UK Government; National Institute for Health and Care Research; NIHR Cambridge Biomedical Research Centre; Wellcome Trust","keywords":"Genotype; Virology; Hepatitis C virus; Biology; Serology; Population; Sanger sequencing; Simeprevir; Virus; Medicine; DNA sequencing; Genetics; Ribavirin; Gene; Environmental health","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004055142,0.0003214526,0.0007453862,0.0005415728,0.0001792328,0.00002599217,0.0002064284,0.0002926087,0.000500516],"category_scores_gemma":[0.001135615,0.0003088937,0.0001131816,0.000753636,0.0003912655,0.0001400144,0.0001994296,0.0004036315,0.0009186692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556271,"about_ca_system_score_gemma":0.000312981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00872391,"about_ca_topic_score_gemma":0.1001428,"domain_scores_codex":[0.9966224,0.0004878563,0.0005354951,0.0008354711,0.0004282318,0.001090535],"domain_scores_gemma":[0.9983665,0.0002022756,0.0000894525,0.0006560189,0.0003008597,0.0003848914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003395639,0.0003508674,0.9103614,0.0000348091,0.00008702924,0.0009659191,0.001044118,1.641867e-7,0.01243247,0.00001319078,0.001990546,0.07237989],"study_design_scores_gemma":[0.004770123,0.003582165,0.8935186,0.0001643977,0.0001157,0.00003494261,0.0001252441,0.002767138,0.03805391,0.00006535272,0.05622254,0.0005799324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637884,0.00007654043,0.00005218866,0.000531932,0.0002531887,0.001050622,0.0001329544,0.0001650151,0.03394919],"genre_scores_gemma":[0.9980018,0.0002015408,0.0005875867,0.0002302932,0.0001633273,0.00009513883,0.0000580762,0.00004996829,0.0006123122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09141885,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05248245776681266,"score_gpt":0.3377479832537839,"score_spread":0.2852655254869713,"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."}}