{"id":"W4407073833","doi":"10.1101/2025.01.31.25321501","title":"Long Covid in Older Adults: Functional Outcomes and Treatment Effectiveness","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Betacoronavirus; Medicine; Gerontology; Psychology; Virology; Internal medicine; Outbreak; Disease","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":[0.002235184,0.0002517709,0.0006910013,0.0007059543,0.0003838498,0.0008643505,0.000276145,0.000305071,0.0009298043],"category_scores_gemma":[0.004861443,0.00006367405,0.0007582667,0.0009958441,0.0002726288,0.0004800523,0.000743917,0.0004979633,0.0001261635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007948179,"about_ca_system_score_gemma":0.0006908512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003555873,"about_ca_topic_score_gemma":0.00923961,"domain_scores_codex":[0.9989128,0.0002674672,0.0002341378,0.0001242427,0.0003151684,0.0001461761],"domain_scores_gemma":[0.9955193,0.0008105505,0.002522457,0.0001077389,0.0004583783,0.0005816375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001336383,0.0002798723,0.9623137,0.0003079277,0.0006117625,0.00008076843,0.00007181809,0.0001513707,0.0002100768,0.00005811521,0.001375876,0.03320237],"study_design_scores_gemma":[0.0001482908,0.001596025,0.9954136,0.0002215925,0.000441154,0.0002759642,0.0001878174,0.0002691079,0.0001436532,0.00007535834,0.001213822,0.00001359814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722979,0.01848559,0.0001672447,0.0007326306,0.00006009074,0.00007486148,0.004165892,0.00001798052,0.003997838],"genre_scores_gemma":[0.9917209,0.00388534,0.0002947985,0.0003338734,0.0001487537,0.00005944967,0.003300518,0.000003306202,0.0002531653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003555873,"threshold_uncertainty_score":0.01182097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015806862300722,"score_gpt":0.3103440583896034,"score_spread":0.2945371960888814,"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."}}