{"id":"W2790822122","doi":"10.14745/ccdr.v42i07a01","title":"Measles surveillance in Canada: 2015","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Measles; Rubella; Medicine; Outbreak; Population; Incidence (geometry); Environmental health; Immunization; Demography; Vaccination; Virology; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002048448,0.0001632492,0.0003731841,0.00003968669,0.00008474621,0.000004163861,0.0002334058,0.00003655778,0.0003060544],"category_scores_gemma":[0.0007626388,0.0001182294,0.0000547961,0.0001375547,0.00009023352,0.00006160591,0.0001092362,0.0001418215,0.000004084526],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485718,"about_ca_system_score_gemma":0.02926927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998198,"about_ca_topic_score_gemma":0.9999266,"domain_scores_codex":[0.9984211,0.0001252587,0.0004020396,0.0002581535,0.0003976404,0.000395758],"domain_scores_gemma":[0.9976031,0.000153381,0.0001101631,0.001335208,0.000112488,0.0006856859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002382075,0.0000537426,0.9206339,0.00003619252,0.00004250895,0.01170588,0.000001689367,0.000007479459,0.00008012731,0.00005389252,0.06622929,0.0009170949],"study_design_scores_gemma":[0.0007534285,0.00001163944,0.9180397,0.000125137,0.00003292852,0.0001270286,0.0000372695,0.00003020465,0.00003405756,0.00006690797,0.08058015,0.0001615065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725802,0.006295774,0.000005309057,0.01634138,0.000208963,0.0002559955,0.0001680641,0.00003158086,0.004112765],"genre_scores_gemma":[0.9959747,0.0002613573,0.00001399227,0.001816431,0.00003218219,0.00003512543,0.00008312821,0.00001910133,0.001764023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02778355,"threshold_uncertainty_score":0.9762338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435558829068024,"score_gpt":0.2485919847637961,"score_spread":0.2342363964731159,"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."}}