{"id":"W2132807984","doi":"10.4269/ajtmh.2012.11-0430","title":"Characteristics and Spectrum of Disease Among Ill Returned Travelers from Pre- and Post-Earthquake Haiti: The GeoSentinel Experience","year":2012,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Disaster Response and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University","funders":"Centers for Disease Control and Prevention","keywords":"Malaria; Dengue fever; Medicine; Diarrhea; Natural disaster; Disease; Travel medicine; Medical emergency; Environmental health; Pediatrics; Geography; Virology; Immunology; Pathology","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":[0.0001954931,0.000166053,0.0002087065,0.0006710722,0.0006691419,0.0005475907,0.0001701032,0.0003505457,0.001392772],"category_scores_gemma":[0.001198777,0.0001561457,0.0001707547,0.0006140338,0.0003728401,0.0006784016,0.000560391,0.0004201879,0.0001890642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517971,"about_ca_system_score_gemma":0.00029826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009330896,"about_ca_topic_score_gemma":0.01423125,"domain_scores_codex":[0.9998044,0.00004520589,0.00002222007,0.00002624733,0.00003077633,0.00007126577],"domain_scores_gemma":[0.999472,0.00007039603,0.0001701935,0.00001773788,0.00005563084,0.0002140929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004490158,0.00006945015,0.9949434,0.000009723325,0.000009540079,0.000680024,0.002202334,0.00002657116,0.0002962657,0.00001881803,0.0001463313,0.001552605],"study_design_scores_gemma":[0.000002686096,0.0001575233,0.9894846,0.000008865871,0.000005860095,0.001545464,0.008375614,0.00005941985,0.0000493282,0.00001856337,0.0002839911,0.000008023882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999574,0.00003866577,0.00001276029,0.00005061373,0.000001866878,0.000005522153,0.00005907387,0.000001007549,0.0002563843],"genre_scores_gemma":[0.9996949,0.00006469995,0.00002413263,0.00004174898,0.000003843931,0.000006339577,0.00006455179,6.117168e-7,0.00009916758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009330896,"threshold_uncertainty_score":0.0185532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531968933830249,"score_gpt":0.3354173382971551,"score_spread":0.3100976489588527,"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."}}