{"id":"W2781531519","doi":"10.14745/ccdr.v43i01a01","title":"Analysis of enteric disease outbreak metrics, British Columbia Centre for Disease Control, 2005–2014","year":2017,"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":"University of British Columbia; BC Centre for Disease Control","funders":"British Columbia Centre for Disease Control; University of British Columbia","keywords":"Outbreak; Psychological intervention; Medicine; Public health; Disease; Descriptive statistics; Environmental health; Internal medicine; Statistics; Virology; Pathology; Psychiatry","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":[0.002540982,0.0006408463,0.0004757291,0.007592535,0.001639267,0.001505378,0.001243975,0.0002130445,0.001994475],"category_scores_gemma":[0.01366852,0.0004392436,0.0004057871,0.01590403,0.0004905662,0.0004307365,0.0010966,0.0007237003,0.0003140389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04887537,"about_ca_system_score_gemma":0.05926579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904612,"about_ca_topic_score_gemma":0.9930232,"domain_scores_codex":[0.997146,0.0003110121,0.000308497,0.0002763839,0.001434095,0.0005241376],"domain_scores_gemma":[0.9815232,0.0009266621,0.001726718,0.0003723351,0.01443889,0.001012266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001685642,0.00006130568,0.9274628,0.0004313885,0.0002073899,0.0001058875,0.0009764525,0.002778014,0.0001928958,0.0003998239,0.03942636,0.02778905],"study_design_scores_gemma":[0.000007577691,0.00001617327,0.993869,0.00007201899,0.0000231046,0.00002867995,0.0008283607,0.001071693,0.000109322,0.0000319321,0.0039301,0.00001204293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6875289,0.00277875,0.002610466,0.001592356,0.00007124957,0.001134155,0.2846722,0.0004326072,0.01917935],"genre_scores_gemma":[0.8461358,0.001584375,0.004818989,0.0002476954,0.00002161205,0.0006428493,0.1394946,0.00007309298,0.006981095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04887537,"threshold_uncertainty_score":0.3546174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134875654663082,"score_gpt":0.2989793881175577,"score_spread":0.2776306315709269,"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."}}