{"id":"W2889009989","doi":"10.14745/ccdr.v40is1a02","title":"Establishing criteria to initiate enteric outbreak investigations in British Columbia","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"Fraser Health Authority","keywords":"Outbreak; Medicine; Etiology; Geography; Medical emergency; Virology; Pathology","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":[0.004189668,0.000649696,0.0004782252,0.004919895,0.00291191,0.002717321,0.001737452,0.0005442454,0.00210929],"category_scores_gemma":[0.0241949,0.0006871878,0.0002345085,0.004514779,0.0009032459,0.000874037,0.002499895,0.0007728202,0.0004018406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02591113,"about_ca_system_score_gemma":0.05886137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9373258,"about_ca_topic_score_gemma":0.9672762,"domain_scores_codex":[0.9949662,0.0008838737,0.0007108772,0.0004830907,0.001677433,0.001278504],"domain_scores_gemma":[0.9695359,0.003306142,0.004046108,0.000654289,0.01922786,0.003229615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002701262,0.0001346462,0.9444381,0.0004857289,0.00003987345,0.0004998066,0.002816393,0.001085943,0.001296557,0.000190081,0.005660184,0.04308247],"study_design_scores_gemma":[0.00002324798,0.0001254785,0.9859116,0.0003391673,0.00002726453,0.0001332096,0.005927138,0.00206801,0.0007332774,0.00006781869,0.004602238,0.00004159371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781903,0.001158803,0.001887339,0.001315836,0.00005652552,0.001536688,0.002707365,0.0002027468,0.0129443],"genre_scores_gemma":[0.9879083,0.0007747508,0.005630703,0.0003878179,0.00001246028,0.0003477055,0.002428459,0.00003585621,0.002473799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06267416,"threshold_uncertainty_score":0.1879992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783162852748389,"score_gpt":0.2992245415527345,"score_spread":0.2713929130252506,"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."}}