{"id":"W2171456638","doi":"10.1371/journal.pntd.0000088","title":"Filariasis in Travelers Presenting to the GeoSentinel Surveillance Network","year":2007,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"NHLBI Division of Intramural Research; National Institutes of Health; U.S. Public Health Service; Centers for Disease Control and Prevention; International Society of Travel Medicine; National Institute of Allergy and Infectious Diseases; Division of Intramural Research, National Institute of Allergy and Infectious Diseases","keywords":"Filariasis; Onchocerciasis; Wuchereria bancrofti; Onchocerca volvulus; Lymphatic filariasis; Medicine; Travel medicine; Helminthiasis; Tropical medicine; Loa loa; Trachoma; Environmental health; Pediatrics; Immunology; Helminths; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000158513,0.00020055,0.000327027,0.0001244356,0.0001347369,0.00004908581,0.0001741885,0.00005466665,0.0002288035],"category_scores_gemma":[0.001290477,0.0001359302,0.000164891,0.0008932772,0.00007956088,0.00004597933,0.00005603998,0.0002079964,0.00009605782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172448,"about_ca_system_score_gemma":0.0001431081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007528011,"about_ca_topic_score_gemma":0.0002444565,"domain_scores_codex":[0.9975844,0.0001336069,0.0003328148,0.0003938125,0.0006053564,0.0009500327],"domain_scores_gemma":[0.9981192,0.0005327195,0.00003921852,0.0003978645,0.0001068595,0.0008041831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001226533,0.001640949,0.9843794,0.00006453673,0.000293319,0.0009336621,0.00005681914,0.00009494837,0.001120613,0.0001606314,0.003666755,0.006361825],"study_design_scores_gemma":[0.001388617,0.0001274392,0.9965317,0.00009183828,0.000112908,0.000007461201,0.00003682762,0.0006151094,0.0001370883,0.00009748139,0.0007232657,0.0001302507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930045,0.001118829,0.0003628933,0.002430245,0.00007118534,0.001012413,0.0000660343,0.0001120888,0.0018218],"genre_scores_gemma":[0.9981581,0.00005339809,0.0002523171,0.0006095294,0.000462583,0.0001056181,0.00007759161,0.0000212008,0.0002596478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215231,"threshold_uncertainty_score":0.5543073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892704534633664,"score_gpt":0.2982486500246247,"score_spread":0.279321604678288,"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."}}