{"id":"W3107901340","doi":"10.1093/cid/ciaa1320","title":"Illness Severity and Outcomes Among Enteric Fever Cases From Bangladesh, Nepal, and Pakistan: Data From the Surveillance for Enteric Fever in Asia Project, 2016–2019","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Centers for Disease Control and Prevention; Centers for Disease Control and Prevention Foundation; Sabin Vaccine Institute; Bill and Melinda Gates Foundation","keywords":"Medicine; Case fatality rate; Enteric fever; Blood culture; Pneumonia; Internal medicine; Septic shock; Epidemiology; Pediatrics; Typhoid fever; Sepsis","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":[0.001267806,0.0004574437,0.0003887339,0.001108949,0.0005335095,0.0006151684,0.000569907,0.0003292613,0.0009342644],"category_scores_gemma":[0.003243772,0.0003004103,0.0004513214,0.001760527,0.0003893699,0.0006899182,0.001198638,0.0005721026,0.0002979076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007040852,"about_ca_system_score_gemma":0.001008426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03000312,"about_ca_topic_score_gemma":0.0316169,"domain_scores_codex":[0.9989662,0.0002023689,0.0002285854,0.0002033255,0.0002348133,0.0001647387],"domain_scores_gemma":[0.9968746,0.0002950648,0.001687762,0.0001800681,0.0005061995,0.0004562703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004572098,0.00001121945,0.9989059,0.0000155479,0.00002340166,0.00003447,0.00009119337,0.00002519182,0.00003014514,0.000006972864,0.0003058695,0.0005042548],"study_design_scores_gemma":[0.00000973982,0.00003944164,0.9991227,0.0000207377,0.00001307954,0.0001384786,0.0003444992,0.00006911518,0.00002998085,0.00001000305,0.0001981616,0.000004161355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834923,0.0001891409,0.0001075652,0.0001007591,0.000007107305,0.00006252339,0.01521352,0.000006224504,0.0008208518],"genre_scores_gemma":[0.9879864,0.0002065859,0.0001001808,0.00004726839,0.000007839707,0.00008750185,0.01146897,0.000002396288,0.00009285857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03000312,"threshold_uncertainty_score":0.05965698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09448119549334044,"score_gpt":0.4168168368135811,"score_spread":0.3223356413202406,"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."}}