{"id":"W2884612817","doi":"10.14745/ccdr.v41i11a02","title":"Enteric outbreak surveillance in British Columbia, 2009-2013","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Island Health; Vancouver Coastal Health; University of British Columbia; BC Centre for Disease Control","funders":"","keywords":"Outbreak; Norovirus; Transmission (telecommunications); Public health; Environmental health; Medicine; Disease surveillance; Population; Veterinary medicine; Virology","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":[0.0007221407,0.0005430031,0.0003693614,0.002698244,0.001938062,0.001318131,0.001240801,0.0002920361,0.003244992],"category_scores_gemma":[0.003406897,0.0003319846,0.0002235257,0.005990742,0.0003847918,0.0003577327,0.001030222,0.0005575859,0.0005577878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03224562,"about_ca_system_score_gemma":0.03831686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943339,"about_ca_topic_score_gemma":0.9969478,"domain_scores_codex":[0.9991091,0.00006477646,0.00009294441,0.0001240938,0.000412553,0.0001965881],"domain_scores_gemma":[0.9946862,0.0001747391,0.0004250955,0.0001201949,0.004159181,0.0004345426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006306834,0.0001255844,0.7858875,0.001554625,0.0002340871,0.0008390164,0.002654932,0.001394022,0.002476039,0.0003549632,0.08544295,0.1184056],"study_design_scores_gemma":[0.00002259726,0.00003565828,0.9789002,0.000284829,0.00004487552,0.0001463971,0.001759563,0.000680819,0.0005419235,0.00003682172,0.01752361,0.00002283462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7570174,0.009431423,0.001678606,0.002026572,0.0001713671,0.0009839819,0.1957106,0.0004654044,0.03251464],"genre_scores_gemma":[0.9092651,0.006271526,0.003114348,0.0009197984,0.00003760413,0.0004354282,0.06156581,0.00007930175,0.01831104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03224562,"threshold_uncertainty_score":0.2339594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290858397288535,"score_gpt":0.281447628453769,"score_spread":0.2523617887249155,"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."}}