{"id":"W4415043133","doi":"10.1016/j.resp.2025.104504","title":"Metabolic and ventilatory constraints in long COVID individuals","year":2025,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Hôpital Maisonneuve-Rosemont; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Réseau Provincial de Recherche en Adaptation-Réadaptation; Clinical Trials Fund, Canadian Institutes of Health Research","keywords":"Cardiorespiratory fitness; Coronavirus disease 2019 (COVID-19); Ventilation (architecture); Longitudinal study; Respiratory system; Respiratory minute volume; Respiration; VO2 max","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002657008,0.0003729748,0.0003638746,0.0006282484,0.0005281289,0.0005148592,0.0001968075,0.0005262137,0.00106003],"category_scores_gemma":[0.0009244464,0.0001918679,0.0002614943,0.0004465241,0.0002765362,0.0002896595,0.0006131063,0.0004391037,0.0001086233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002638449,"about_ca_system_score_gemma":0.0001529523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004503349,"about_ca_topic_score_gemma":0.006976938,"domain_scores_codex":[0.9998205,0.00002965294,0.00001724888,0.00005676381,0.00002636876,0.00004941395],"domain_scores_gemma":[0.9996376,0.00003924317,0.000140373,0.00002110362,0.00003580947,0.0001257981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005289948,0.0001228888,0.9920381,0.00002978718,0.00005575299,0.000472936,0.0004285592,0.00005820516,0.00213692,0.00004178538,0.0001324394,0.003953601],"study_design_scores_gemma":[0.000005760676,0.0002268833,0.9987289,0.0000103581,0.00001154286,0.0003606878,0.0004281353,0.00007398594,0.00004443453,0.00002368427,0.00008163405,0.000003919728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999598,0.0001161686,0.00003708543,0.00001453277,0.000003794709,0.000004894149,0.00005683718,0.000001273879,0.0001674118],"genre_scores_gemma":[0.9996539,0.00003568916,0.00005225923,0.00002277335,0.000004886419,0.000006700891,0.0001248577,8.5688e-7,0.0000980587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004503349,"threshold_uncertainty_score":0.008954227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477849330463821,"score_gpt":0.3114808046738384,"score_spread":0.2967023113692002,"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."}}