{"id":"W4409207001","doi":"10.12775/jehs.2025.80.58422","title":"The impact of aerobic exercise on overall health, chronic disease management and COVID-19 outcomes – a literature review","year":2025,"lang":"en","type":"review","venue":"Journal of Education Health and Sport","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Aerobic exercise; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Disease; Physical therapy; Virology; Internal medicine; Outbreak; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.0009940801,0.0002652557,0.002420779,0.0002669354,0.0002035808,0.00002315925,0.0001027267,0.00006856248,0.000009678244],"category_scores_gemma":[0.0001525113,0.0001374447,0.0005084942,0.0003007908,0.00004683073,0.00007427844,0.00002366173,0.0006310173,7.242291e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113282,"about_ca_system_score_gemma":0.03086586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006061329,"about_ca_topic_score_gemma":0.000003945218,"domain_scores_codex":[0.9978694,0.0001290411,0.001228075,0.0002079598,0.0002981818,0.0002673001],"domain_scores_gemma":[0.9958736,0.0002046667,0.001823083,0.0003201311,0.0001194581,0.001659003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001181709,0.0005208667,0.0002173945,0.3790027,0.00008066405,0.000007358929,0.00006812428,1.579087e-7,6.016346e-10,0.0004329053,0.03311881,0.5864328],"study_design_scores_gemma":[0.0003391689,0.000953641,0.004275958,0.2923859,0.0003577409,0.0000700425,0.00001485514,3.384847e-7,1.332993e-9,0.0001863693,0.7013442,0.00007173116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008954488,0.9769027,0.000002335649,0.0207119,0.0002295569,0.001968828,0.00002787914,0.000004043784,0.00006319138],"genre_scores_gemma":[0.00008611166,0.9904881,0.00003042512,0.007985841,0.0002222991,0.00004244124,0.00008558986,0.00001186382,0.001047403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6682254,"threshold_uncertainty_score":0.9746282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505272292330986,"score_gpt":0.4815160641633017,"score_spread":0.4309888349302031,"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."}}