{"id":"W1657754028","doi":"10.1016/j.cmi.2014.12.017","title":"New digital technologies for the surveillance of infectious diseases at mass gathering events","year":2014,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Travel-related health issues","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital; St. Michael's Hospital","funders":"U.S. National Library of Medicine; Wellcome Trust","keywords":"Disease surveillance; Outbreak; Infectious disease (medical specialty); Mobile phone; The Internet; Emerging infectious disease; Computer science; Host (biology); Disease; Computer security; Internet privacy; Medicine; Telecommunications; Virology; Biology; World Wide Web; 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":[0.0003968124,0.0002500712,0.00155593,0.00008659462,0.0001153977,0.000006537413,0.00008269837,0.001017015,0.00001284327],"category_scores_gemma":[0.001579855,0.0001499975,0.0004501665,0.0001232705,0.0003177139,0.0000298383,0.0000913621,0.0005133335,0.00002773766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006546011,"about_ca_system_score_gemma":0.0001269965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001104986,"about_ca_topic_score_gemma":0.00001414666,"domain_scores_codex":[0.9983228,0.000129978,0.0009265671,0.0003740911,0.00002190753,0.0002246334],"domain_scores_gemma":[0.9965551,0.002425674,0.0005797714,0.0003102035,0.00006416481,0.00006501823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000742878,0.00005584028,0.06887187,0.006470032,0.0003582886,4.250074e-7,0.000004446699,3.24739e-7,0.000008077576,0.00004021224,0.0007800924,0.9233361],"study_design_scores_gemma":[0.0008104381,0.0008956077,0.004585676,0.00283647,0.0006255823,0.000133626,0.000001852121,0.000002143248,0.000003147032,0.0002647283,0.9896947,0.0001460061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001727073,0.9939618,0.00142219,0.000172424,0.001060487,0.00132309,0.00009866194,0.0001885662,0.00004573495],"genre_scores_gemma":[0.007510377,0.9916015,0.00004659819,0.00003304197,0.0002598859,0.00005739109,0.000173134,0.00002936395,0.000288695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9889146,"threshold_uncertainty_score":0.7844149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935499358241914,"score_gpt":0.3983392012684417,"score_spread":0.3489842076860226,"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."}}