{"id":"W2102912586","doi":"10.3201/eid1908.121739","title":"Travel-associated Diseases, Indian Ocean Islands, 1997–2010","year":2013,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Travel-related health issues","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; National Institutes of Health; Università degli Studi di Brescia; University of Cape Town; Université de Genève; Johns Hopkins University; Mahidol University; Emory University; University of Toronto; Universiteit van Amsterdam; University of Ottawa; McGill University; University of Minnesota; Harvard University; University of Washington","keywords":"Chikungunya; Malaria; Outbreak; Indian ocean; Diarrhea; Geography; Virology; Dengue fever; Chikungunya fever; Medicine; Environmental health; Immunology; Internal medicine; Oceanography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001023427,0.0004448298,0.000652453,0.0004246027,0.0004294651,0.00009186503,0.0001579696,0.0002528969,0.002602991],"category_scores_gemma":[0.0005873218,0.0004140062,0.0002834363,0.0006626864,0.0001439886,0.0002883914,0.00005878974,0.0005372106,0.001013553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035532,"about_ca_system_score_gemma":0.0003380919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063679,"about_ca_topic_score_gemma":0.0001031842,"domain_scores_codex":[0.9972144,0.0001348013,0.0006050529,0.0005826399,0.000532785,0.000930276],"domain_scores_gemma":[0.99767,0.0001515981,0.0002387393,0.0005514023,0.0002362676,0.001151994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005063009,0.001100248,0.9040838,0.0002871533,0.0003486369,0.0001442606,0.001094545,0.00001831806,0.00007308972,0.00008561722,0.0892125,0.003501244],"study_design_scores_gemma":[0.002989847,0.000382982,0.9907498,0.0003308805,0.0005276741,0.00004982553,0.0003180494,0.0002415027,0.00004912485,0.0008029017,0.00309222,0.0004652446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878409,0.002634943,0.00003322443,0.002217609,0.001164999,0.001275091,0.0002980621,0.001323906,0.003211275],"genre_scores_gemma":[0.9942878,0.0003032858,0.00002064366,0.001689867,0.000548424,0.00009553247,0.0007610694,0.0001221343,0.002171182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08666599,"threshold_uncertainty_score":0.9998312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0080380066152434,"score_gpt":0.2597917600048611,"score_spread":0.2517537533896178,"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."}}