{"id":"W4409603155","doi":"10.1186/s12941-025-00793-9","title":"Long COVID clinical evaluation, research and impact on society: a global expert consensus","year":2025,"lang":"en","type":"article","venue":"Annals of Clinical Microbiology and Antimicrobials","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"School of Medicine and Health Sciences, George Washington University; University at Buffalo; Directorate for Biological Sciences; Southern Connecticut State University; Knut och Alice Wallenbergs Stiftelse; Tulane University; Universidad Nacional de Colombia; University of Auckland; University of Southampton; University College London; National Institute for Health and Care Research; University of Aberdeen; University of Pennsylvania; Johns Hopkins University; Children's National Hospital; McGill University; Royal Free London NHS Foundation Trust; Sheffield Hallam University; Curtin University of Technology; Lunds Universitet; George Washington University; Maurice Wilkins Centre for Molecular Biodiscovery; University of Leicester; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Göteborgs Universitet; San Francisco State University","keywords":"Delphi method; Coronavirus disease 2019 (COVID-19); Global health; Medicine; Pandemic; Delphi; Disease; Public health; Pathology; Infectious disease (medical specialty)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2138645,0.001258187,0.002774531,0.006905427,0.0050128,0.008310374,0.006508816,0.01293278,0.005153953],"category_scores_gemma":[0.2024323,0.00112108,0.003850455,0.004370122,0.006450262,0.01026554,0.0196169,0.01340897,0.001966456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01713839,"about_ca_system_score_gemma":0.1034014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00790642,"about_ca_topic_score_gemma":0.006400303,"domain_scores_codex":[0.8215794,0.1084028,0.03253176,0.004896948,0.02441004,0.008179054],"domain_scores_gemma":[0.7327739,0.0924089,0.01232663,0.0079598,0.1262722,0.02825856],"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":[0.0002970231,0.0004971121,0.02056417,0.01979648,0.0005217086,0.002078918,0.04115855,0.001855622,0.001615252,0.04064225,0.4067776,0.4641953],"study_design_scores_gemma":[0.0003978185,0.0005035198,0.01918725,0.1281928,0.0006793561,0.003379072,0.07940759,0.003938796,0.000965486,0.08143732,0.681353,0.0005578949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01504467,0.04764218,0.01668177,0.8861346,0.009724258,0.003199691,0.0007569241,0.0001820136,0.02063397],"genre_scores_gemma":[0.4317566,0.1226761,0.1704014,0.2416125,0.007575316,0.01102235,0.004670775,0.000421735,0.009863176],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2138645,"threshold_uncertainty_score":0.969445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2417804643333385,"score_gpt":0.5860211644928695,"score_spread":0.3442407001595309,"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."}}