{"id":"W2751709193","doi":"10.1371/journal.pone.0181172","title":"The utility of measles and rubella IgM serology in an elimination setting, Ontario, Canada, 2009–2014","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Hospital for Sick Children; University of Toronto; Public Health Ontario","funders":"Public Health Ontario","keywords":"Measles; Rubella; Serology; Virology; Medicine; Immunoglobulin M; Environmental health; Immunology; Immunoglobulin G; Antibody; Vaccination","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":[],"consensus_categories":[],"category_scores_codex":[0.0002082378,0.00005712338,0.0001554497,0.0000176995,0.0001743974,0.000006772759,0.00008702072,0.00006046679,0.00009467707],"category_scores_gemma":[0.0002748235,0.00004239126,0.00001132048,0.000009614449,0.0001730203,0.000051582,0.00003273807,0.000116149,0.000001217916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002634941,"about_ca_system_score_gemma":0.0002371965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5424803,"about_ca_topic_score_gemma":0.9878607,"domain_scores_codex":[0.9994454,0.00005769506,0.0001253409,0.0001234699,0.0001216388,0.0001264717],"domain_scores_gemma":[0.9994395,0.00005127704,0.00008739014,0.000304384,0.00005674543,0.00006069581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002935454,0.0003929698,0.994681,0.00004547603,0.00004437802,0.000009967725,0.0001533096,1.078428e-7,0.001941897,0.00008855332,0.0007989213,0.00154989],"study_design_scores_gemma":[0.0004762773,0.0001873249,0.9964842,0.00003531366,0.0001014671,0.000001158854,0.00003746454,0.000444985,0.001752437,0.0003333233,0.0001108725,0.00003516443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945568,0.0003038196,4.919711e-7,0.003708557,0.00002009546,0.0001440261,0.00001323482,0.000004710646,0.001248223],"genre_scores_gemma":[0.9992813,0.00004154128,0.00003863757,0.0002560012,0.00002373405,0.000006592189,0.00001103127,0.000003569463,0.0003375213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4453804,"threshold_uncertainty_score":0.4605663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053761679894809,"score_gpt":0.2626220871818704,"score_spread":0.2220844703829223,"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."}}