{"id":"W4319263423","doi":"10.1093/infdis/jiad029","title":"Dynamics of Anti-influenza Mucosal IgA Over a Season in a Cohort of Individuals Living or Working in a Long-term Care Facility","year":2023,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Florida","keywords":"Immunology; Immunoglobulin A; Influenza A virus; Medicine; Orthomyxoviridae; Serology; Respiratory system; Antibody; Virus; Virology; Biology; Immunoglobulin G; Internal medicine","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":[0.0003403878,0.0002632559,0.0002015016,0.000665311,0.0005570485,0.0004136614,0.0002751204,0.0003898766,0.0008276398],"category_scores_gemma":[0.0008063617,0.0002022528,0.000274602,0.0003561638,0.0002096039,0.00033522,0.0003069926,0.0003510902,0.0001800618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003701875,"about_ca_system_score_gemma":0.0002147675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110942,"about_ca_topic_score_gemma":0.01147775,"domain_scores_codex":[0.9998457,0.00002285913,0.000008695391,0.00004011179,0.00002456523,0.0000580089],"domain_scores_gemma":[0.9994889,0.00004889923,0.0001831796,0.00002936147,0.0000868182,0.0001627719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009660957,0.00004348305,0.9982309,0.000003171375,0.00001895962,0.00005105597,0.0001098187,0.0000120582,0.000782997,0.000002899375,0.00003149489,0.000616495],"study_design_scores_gemma":[0.000001603233,0.0001251786,0.9994684,0.000001248675,0.000006793791,0.0001171443,0.0001369748,0.00004801152,0.00005491371,0.000002191161,0.000036207,0.00000138608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998416,0.00002366726,0.000015129,0.00000672738,8.898515e-7,0.000002853413,0.00005570531,8.257944e-7,0.00005265754],"genre_scores_gemma":[0.9996634,0.00002321627,0.00004188249,0.00001320572,0.000002977986,0.000005194626,0.000143749,5.314931e-7,0.0001058241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110942,"threshold_uncertainty_score":0.02208948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835015246266991,"score_gpt":0.363155315492826,"score_spread":0.3248051630301561,"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."}}