{"id":"W2792529702","doi":"10.14745/ccdr.v43i10a03","title":"Emerging infectious diseases: prediction and detection","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Chikungunya; Outbreak; Public health; Infectious disease (medical specialty); Disease; Biology; Risk analysis (engineering); Medicine; Environmental health; Virology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004263455,0.001941402,0.001601657,0.004416906,0.0005415272,0.003793859,0.001650551,0.00224069,0.004500853],"category_scores_gemma":[0.01881174,0.0007217299,0.001683995,0.00259334,0.0005160637,0.003649061,0.002273429,0.002892135,0.00542984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015823,"about_ca_system_score_gemma":0.001967967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007070601,"about_ca_topic_score_gemma":0.002828171,"domain_scores_codex":[0.9957811,0.001070107,0.0006626268,0.0009029342,0.001277619,0.000305598],"domain_scores_gemma":[0.989341,0.004849932,0.001570068,0.0007527861,0.002882498,0.0006036456],"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":[0.0003378791,0.0005072937,0.1849979,0.002198719,0.0004084752,0.0007107969,0.0001437802,0.03284696,0.001353021,0.008633775,0.1417651,0.6260964],"study_design_scores_gemma":[0.0002073337,0.0006246629,0.1000967,0.002350895,0.0004939119,0.003536745,0.0009421444,0.6115729,0.004945227,0.1069195,0.1680489,0.0002610528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.094882,0.06965814,0.655894,0.03701197,0.008352567,0.004784977,0.06952118,0.01508112,0.04481403],"genre_scores_gemma":[0.532673,0.05508435,0.3031427,0.005399636,0.004357724,0.001945155,0.08220794,0.0004262895,0.01476322],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007070601,"threshold_uncertainty_score":0.0225476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175388480281775,"score_gpt":0.2773614637265841,"score_spread":0.2656075789237664,"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."}}