{"id":"W3139132142","doi":"10.1128/jcm.03161-20","title":"Evaluation of Diagnostic Accuracy of Eight Commercial Assays for the Detection of Measles Virus-Specific IgM Antibodies","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Parvovirus B19 Infection Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Hospital Edmonton; University of Alberta; University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Rubella; Measles; Measles virus; Medicine; Virology; Immunoglobulin M; Immunoassay; Antibody; Immunology; Immunoglobulin G; Vaccination","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003939797,0.0006717046,0.0002805537,0.00170853,0.0002473385,0.000462554,0.0004686081,0.0006069506,0.0005740027],"category_scores_gemma":[0.00965731,0.0003641904,0.0002701124,0.0005483127,0.0004251557,0.0003507374,0.0003178631,0.0003673683,0.0003291693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002848645,"about_ca_system_score_gemma":0.0001878442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005889898,"about_ca_topic_score_gemma":0.0009141484,"domain_scores_codex":[0.997319,0.001030216,0.0003289993,0.0003702447,0.0007987687,0.0001527264],"domain_scores_gemma":[0.991794,0.005541537,0.00069737,0.000392527,0.00133685,0.0002376693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006941463,0.0002258395,0.951755,0.0001133194,0.0001080721,0.000216268,0.0002762804,0.0001910793,0.01871961,0.00004707405,0.0001478918,0.02750548],"study_design_scores_gemma":[0.0001624142,0.003644548,0.9489977,0.00006956985,0.0002818386,0.005060953,0.0004219651,0.00705379,0.03276652,0.00009896059,0.001413481,0.00002826931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959267,0.0009722136,0.001733982,0.00003991352,0.00002322876,0.00004091486,0.0001046331,0.00004679643,0.001111547],"genre_scores_gemma":[0.9962623,0.000133072,0.003273376,0.00002407232,0.00001168981,0.00001625745,0.0001660887,0.000003241576,0.0001100038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003939797,"threshold_uncertainty_score":0.02083588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2258961079417035,"score_gpt":0.4705065370098179,"score_spread":0.2446104290681145,"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."}}