{"id":"W4386916022","doi":"10.1101/2023.09.19.23295775","title":"Dimeric immunoglobulin A as a novel diagnostic marker of measles infection","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Measles; Rubella; Virology; Measles virus; Immunology; Serology; Vaccination; Immunoglobulin M; Antibody; Morbillivirus; Biology; Medicine; Immunoglobulin G","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":[0.0004353971,0.0002994835,0.0001857431,0.0009373057,0.0001577926,0.0004720726,0.0002431605,0.0005073686,0.0009903433],"category_scores_gemma":[0.0006674954,0.0001451427,0.0001387454,0.0003160127,0.0002332317,0.0001629378,0.0002538776,0.0003955247,0.0002130797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579478,"about_ca_system_score_gemma":0.0000936595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005059236,"about_ca_topic_score_gemma":0.0004568212,"domain_scores_codex":[0.9997335,0.0001004504,0.00002068681,0.00005450462,0.00005396382,0.00003674455],"domain_scores_gemma":[0.999673,0.0001060333,0.00008792214,0.00002138118,0.00005404631,0.00005754884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009968391,0.000238038,0.5614308,0.0001162559,0.00009411991,0.0007102881,0.0001388667,0.0001928336,0.4237182,0.0001369558,0.000346783,0.01188003],"study_design_scores_gemma":[0.00005038943,0.001752803,0.8812454,0.00004509502,0.0001264762,0.008052619,0.0003152203,0.006370963,0.09973172,0.0002581005,0.002031139,0.00002006062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976586,0.0009132343,0.0007245025,0.00003073806,0.00001335829,0.00001287109,0.00008917828,0.00001752144,0.0005400017],"genre_scores_gemma":[0.9989018,0.00008971773,0.0007210979,0.00001866944,0.000008437597,0.000004769435,0.00008449206,9.785026e-7,0.0001700333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009903433,"threshold_uncertainty_score":0.003313005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04271185386682878,"score_gpt":0.3186633675423738,"score_spread":0.275951513675545,"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."}}