{"id":"W2625079437","doi":"10.3201/eid2307.161145","title":"Measles Outbreak with Unique Virus Genotyping, Ontario, Canada, 2015","year":2017,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara; Public Health Ontario; University of Toronto; University of Manitoba; Public Health Agency of Canada","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Measles; Outbreak; Measles virus; Genotyping; Virology; Medicine; Epidemiology; Genotype; Public health; Morbillivirus; Virus; Environmental health; Measles vaccine; Vaccination; Biology; Genetics; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005682206,0.000268402,0.000350268,0.0000805046,0.0009431374,0.00006555478,0.0001812488,0.00008049673,0.0009670131],"category_scores_gemma":[0.0002032665,0.0002188793,0.0001071415,0.00004893992,0.0002187679,0.000201236,0.00008151097,0.0002343581,0.00003306154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000345601,"about_ca_system_score_gemma":0.002008925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9286216,"about_ca_topic_score_gemma":0.9875005,"domain_scores_codex":[0.998704,0.00004429136,0.0001915669,0.0003670917,0.0002914987,0.0004015364],"domain_scores_gemma":[0.9984756,0.00002893674,0.000177182,0.000748196,0.0001346114,0.0004354758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003887441,0.0002559619,0.9732371,0.00006195686,0.0002996603,0.0003667726,0.0000944764,0.00006445314,0.0001222188,0.0002468861,0.02378299,0.001078769],"study_design_scores_gemma":[0.001390343,0.0002714777,0.9647513,0.0001145986,0.0005635095,0.00006869904,0.00003117337,0.00003169674,0.0001972883,0.0002068076,0.03208844,0.0002846551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839244,0.000904099,0.00008747914,0.001176216,0.0003912807,0.0003197468,0.00007703534,0.000205721,0.01291399],"genre_scores_gemma":[0.9950188,0.0000459367,0.00002486658,0.001437412,0.0002281102,0.00005232009,0.00006077301,0.00003816893,0.003093596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05887895,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009612347504499836,"score_gpt":0.2618636772810383,"score_spread":0.2522513297765385,"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."}}