{"id":"W4413864992","doi":"10.1007/s41999-025-01293-x","title":"Th1/Th2 immune regulation and functional resilience in older adults following severe COVID-19: a prospective cohort study","year":2025,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Resilience (materials science); Prospective cohort study; Cohort; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort study; Immune system; Gerontology; Virology; Internal medicine; Immunology; Disease; Outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002018634,0.0003046544,0.0006135531,0.0006119696,0.0001827287,0.0000190723,0.0001378713,0.0000656906,0.0003404889],"category_scores_gemma":[0.003520988,0.0002517896,0.00006916451,0.001447071,0.0001495049,0.0001410054,0.0001574216,0.0004063215,0.00002993563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711453,"about_ca_system_score_gemma":0.0002554989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003910016,"about_ca_topic_score_gemma":0.00007070564,"domain_scores_codex":[0.9968964,0.0004262388,0.0008050036,0.0008597854,0.0006741179,0.0003384104],"domain_scores_gemma":[0.9984801,0.0003420841,0.0001795568,0.0005849577,0.0001433961,0.0002698663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001027209,0.0003996774,0.9807127,0.0002413624,0.0001492115,0.0005297869,0.005368047,0.00005282744,0.000336948,0.00006153855,0.007506639,0.003614127],"study_design_scores_gemma":[0.01744205,0.0006004715,0.9766382,0.0007479343,0.0002710568,0.00009752715,0.003091517,0.0002221715,0.0000121347,0.00007769259,0.0006020604,0.0001971827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652365,0.001839129,0.001084254,0.004692026,0.0008421915,0.003796114,0.000002942398,0.000179143,0.02232769],"genre_scores_gemma":[0.9882591,0.00007022487,0.0001694457,0.0010427,0.0003782766,0.00007307153,0.00005331971,0.00003751939,0.009916315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02302261,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009348334844193115,"score_gpt":0.2709584928588541,"score_spread":0.261610158014661,"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."}}