{"id":"W2920892288","doi":"10.1093/cid/ciy1124","title":"Epidemiology of Typhoid and Paratyphoid: Implications for Vaccine Policy","year":2019,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"World Health Organization; GAVI Alliance","keywords":"Typhoid fever; Medicine; Paratyphoid fever; Epidemiology; Typhoid vaccine; Enteric fever; Virology; Environmental health; Vaccination; Internal medicine","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":[0.0048307,0.0004801629,0.0007865619,0.002022256,0.0006278657,0.003627375,0.00145508,0.003155527,0.007046455],"category_scores_gemma":[0.01856398,0.000481655,0.0004921575,0.002510108,0.002342853,0.005346734,0.00174628,0.002178419,0.0006279997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006786286,"about_ca_system_score_gemma":0.01498355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08073314,"about_ca_topic_score_gemma":0.0334355,"domain_scores_codex":[0.9975142,0.001455221,0.000190868,0.0002658534,0.0001743343,0.0003994637],"domain_scores_gemma":[0.9925235,0.002582803,0.001733029,0.0001589867,0.001034533,0.001967177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008532858,0.0008259232,0.668481,0.00518296,0.0004440153,0.0009759133,0.003436519,0.01200689,0.001162258,0.06098185,0.07990091,0.1657486],"study_design_scores_gemma":[0.0004366885,0.00124336,0.7288993,0.01826129,0.0004919889,0.001106522,0.03496468,0.02047272,0.0006567454,0.09638984,0.09678588,0.0002910587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1307428,0.1383732,0.002571745,0.7108907,0.001361827,0.0001327369,0.004048076,0.00008340897,0.01179556],"genre_scores_gemma":[0.8494449,0.118316,0.00254116,0.02427062,0.001842699,0.0002494846,0.002035976,0.00002852943,0.001270599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08073314,"threshold_uncertainty_score":0.1605264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07445209611557263,"score_gpt":0.3940367857028573,"score_spread":0.3195846895872847,"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."}}