{"id":"W2790845768","doi":"10.14745/ccdr.v43i78a04","title":"Public health surveillance for the Toronto 2015 Pan/Parapan American Games","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Travel-related health issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care; University of Toronto; Public Health Ontario","funders":"Ontario Ministry of Health and Long-Term Care; Johns Hopkins University","keywords":"Public health; Public health surveillance; Disease surveillance; Environmental health; Medicine; Outbreak; Public relations; Business; Political science; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001323115,0.0005573016,0.0001866757,0.001623187,0.002445845,0.0009722632,0.001302352,0.0003161019,0.002974625],"category_scores_gemma":[0.002757401,0.0002644468,0.0003409292,0.00154088,0.0005644434,0.0004173703,0.001517665,0.000728563,0.0002542184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04066532,"about_ca_system_score_gemma":0.08484638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851871,"about_ca_topic_score_gemma":0.9938918,"domain_scores_codex":[0.9987341,0.0002101506,0.00009852285,0.0001108058,0.000504959,0.0003414789],"domain_scores_gemma":[0.9962269,0.0001762609,0.0004934628,0.00009645893,0.002000002,0.001006866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002926217,0.0003203868,0.8152848,0.001412888,0.0001397363,0.001185552,0.007661692,0.002356077,0.002585607,0.001010795,0.07856723,0.08918268],"study_design_scores_gemma":[0.00001531404,0.0001526282,0.9751609,0.0002722319,0.00003361719,0.0001042506,0.00481984,0.0008569793,0.0003970016,0.00006539668,0.01808961,0.0000321515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8704291,0.006734257,0.003811093,0.01476543,0.0003723815,0.003141142,0.03860353,0.0005316273,0.06161152],"genre_scores_gemma":[0.9698509,0.003282093,0.004583232,0.001208394,0.00008818784,0.0004561462,0.011613,0.00002565896,0.008892453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04066532,"threshold_uncertainty_score":0.295049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09487504099555735,"score_gpt":0.3798563329686447,"score_spread":0.2849812919730873,"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."}}