{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002917745,0.0004624969,0.0004504437,0.002084784,0.002420148,0.001955457,0.001500226,0.0002808553,0.000722752],"category_scores_gemma":[0.01224594,0.0004002961,0.0005193947,0.005676972,0.001215075,0.0004871167,0.001176681,0.0004653831,0.0001296407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0602157,"about_ca_system_score_gemma":0.06870194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974872,"about_ca_topic_score_gemma":0.9984707,"domain_scores_codex":[0.9956347,0.0006378402,0.0003063946,0.0006018488,0.001715422,0.001103789],"domain_scores_gemma":[0.9890494,0.001138101,0.002327886,0.0004010515,0.005881927,0.001201693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001134142,0.00001516543,0.9915611,0.0000723402,0.00009610895,0.0000917778,0.0009786598,0.0005450221,0.0001738348,0.00013602,0.001116301,0.005100319],"study_design_scores_gemma":[0.000006669184,0.00001654364,0.9970134,0.00003471421,0.00004209462,0.00003771104,0.0008070514,0.0007669343,0.0001244922,0.00002234962,0.001118204,0.000009841217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841716,0.001270947,0.0003205995,0.0006904816,0.00001786848,0.00009413804,0.008988534,0.0000284684,0.004417399],"genre_scores_gemma":[0.9957502,0.0005146801,0.0004600272,0.0000762829,0.000008437423,0.00001540941,0.002490684,0.000005766386,0.0006784545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0602157,"threshold_uncertainty_score":0.4368975,"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."}}