{"id":"W4408232378","doi":"10.1183/23120541.01331-2024","title":"Respiratory burden in post-acute COVID-19 sequelae: a longitudinal study of airway and systemic inflammation and clinical outcomes","year":2025,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Population Health Research Institute; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Airway; Respiratory system; Systemic inflammation; Intensive care medicine; Pandemic; Inflammation; Internal medicine; Virology; Surgery; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01025116,0.0001802641,0.0008148326,0.0008288195,0.0001636491,0.0001557639,0.0004770719,0.0001877446,0.00003979082],"category_scores_gemma":[0.01094723,0.0001461737,0.00005375975,0.0006701323,0.0003572238,0.0002872735,0.001363542,0.0007602128,0.00001342302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561948,"about_ca_system_score_gemma":0.001858738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005014519,"about_ca_topic_score_gemma":0.002140277,"domain_scores_codex":[0.9954707,0.001802251,0.0008905652,0.0006582874,0.0007984489,0.0003797605],"domain_scores_gemma":[0.993855,0.004486693,0.0001319183,0.0007409708,0.0004077987,0.0003776035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002319732,0.0002482578,0.9888865,0.001236358,0.0003459086,0.0006475134,0.001547458,0.000005796649,0.001166309,0.0003701798,0.000779412,0.002446532],"study_design_scores_gemma":[0.01193893,0.002803911,0.9810643,0.0005717136,0.0001189194,0.00003435696,0.002368686,0.0001059557,0.0000871683,0.0001496012,0.0006234827,0.0001329543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832975,0.0003927421,0.00001774122,0.008687069,0.00007586203,0.006550097,0.000009325723,0.00002446029,0.0009451969],"genre_scores_gemma":[0.9978232,0.00008233326,0.00009881892,0.0004702601,0.00006025221,0.0002433887,0.000007864781,0.00001896408,0.001194932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452568,"threshold_uncertainty_score":0.997384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1478469890730527,"score_gpt":0.5231686024147537,"score_spread":0.375321613341701,"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."}}