{"id":"W3145269212","doi":"10.14745/ccdr.v47i03a05","title":"Measles surveillance in Canada, 2019","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Measles; Medicine; Outbreak; Population; Incidence (geometry); Rubella; Transmission (telecommunications); Environmental health; Vaccination; MMR vaccine; Pediatrics; Demography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001498973,0.0001543805,0.0004003599,0.00002842468,0.0001029639,0.000008202941,0.0001768891,0.0000374772,0.0003787804],"category_scores_gemma":[0.0007088596,0.0001574755,0.00006611518,0.0002275767,0.00005407073,0.00004428978,0.0001352096,0.0002597579,0.000002677708],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009954178,"about_ca_system_score_gemma":0.05360651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986817,"about_ca_topic_score_gemma":0.9999555,"domain_scores_codex":[0.9984017,0.0001593758,0.0003969329,0.0002804987,0.0003990605,0.0003624578],"domain_scores_gemma":[0.9975919,0.0001093849,0.0000909539,0.001437109,0.0001704203,0.0006002688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227236,0.00008616176,0.8777893,0.00006639885,0.00005691381,0.05495998,0.000002937709,0.00008517595,0.00005484382,0.00005620915,0.06640927,0.0003100677],"study_design_scores_gemma":[0.0005150677,0.000006166043,0.9267191,0.00007742376,0.00004627636,0.0003489373,0.0001167678,0.0001479851,0.00006595668,0.00004285912,0.07175219,0.0001613325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665677,0.01838597,0.000001819652,0.006919502,0.0002387189,0.0001679977,0.0001723641,0.00002208673,0.007523835],"genre_scores_gemma":[0.9924854,0.0003563476,0.00002858611,0.003534079,0.00002877346,0.00002003951,0.0006454089,0.00001829202,0.002883072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05461104,"threshold_uncertainty_score":0.9517587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179341235118732,"score_gpt":0.2382901178034838,"score_spread":0.2264967054522964,"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."}}