{"id":"W2138870003","doi":"10.4269/ajtmh.12-0551","title":"Acute and Potentially Life-Threatening Tropical Diseases in Western Travelers—A GeoSentinel Multicenter Study, 1996–2011","year":2013,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Travel-related health issues","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Palo Alto Medical Foundation; National Institutes of Health; Pontificia Universidad Católica de Chile; Hôpitaux Universitaires de Genève; University of Cape Town; Universität Zürich; Université de Genève; University of Minnesota; Università degli Studi di Brescia; Université de Montréal; McGill University; University of Ottawa; Mahidol University; University of Washington; Johns Hopkins University; Universiteit van Amsterdam; Monash University; Tulane University; University of Toronto; Kaiser Permanente; Emory University; Universitetet i Oslo; Centers for Disease Control and Prevention; Harvard University; World Health Organization; University of Southern California; Tel Aviv University","keywords":"Leptospirosis; Malaria; Scrub typhus; Dengue fever; Typhoid fever; Melioidosis; Tropical medicine; Medicine; Indian subcontinent; Tropical disease; Enteric fever; Travel medicine; Pediatrics; Veterinary medicine; Immunology; Internal medicine; Disease; Virology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009193837,0.0002792309,0.001241711,0.0004070291,0.00006864568,0.00002550309,0.0001280373,0.00007173939,0.0001424942],"category_scores_gemma":[0.00023655,0.0001835389,0.00008608169,0.0002054449,0.0006405396,0.0001821509,0.00006372788,0.0006542021,0.00001019477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004663154,"about_ca_system_score_gemma":0.0001035421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007666393,"about_ca_topic_score_gemma":0.00004987853,"domain_scores_codex":[0.9974752,0.0001578821,0.001066545,0.0003266831,0.0005023039,0.0004713773],"domain_scores_gemma":[0.997948,0.000194328,0.0004035946,0.000193705,0.0002065434,0.001053815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001028771,0.0005300417,0.9493386,0.00005529536,0.0002865824,0.0006632974,0.001557103,8.893156e-7,0.0006197455,0.000008124595,0.0001599271,0.04575168],"study_design_scores_gemma":[0.009604432,0.0079964,0.9767221,0.0004584269,0.0007405123,0.0003868352,0.003545906,0.0001078405,0.00001490885,0.00002669686,0.0002440754,0.0001518794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784752,0.002426631,0.0003154841,0.01811816,0.0001623573,0.0004592232,0.000002297357,0.00001911862,0.00002151046],"genre_scores_gemma":[0.9944531,0.001605734,0.001452616,0.001834841,0.0005356909,0.00001009548,0.000002170716,0.0000309034,0.00007485117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0455998,"threshold_uncertainty_score":0.7484499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834573974311101,"score_gpt":0.3024890597911832,"score_spread":0.2841433200480722,"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."}}