{"id":"W4399737232","doi":"10.3390/pathogens13060510","title":"Differential Gene Expression in the Upper Respiratory Tract following Acute COVID-19 Infection in Ambulatory Patients That Develop Long COVID","year":2024,"lang":"en","type":"article","venue":"Pathogens","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Toronto East General Hospital; University Health Network; University of Toronto; York University; Health Sciences Centre","funders":"Canadian Institutes of Health Research; Canadian Lung Association","keywords":"Viral load; Immunology; Medicine; Respiratory tract infections; Coronavirus disease 2019 (COVID-19); Common cold; Respiratory tract; Virology; Biology; Respiratory system; Virus; Disease; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001267262,0.0001554887,0.0004125312,0.0004498983,0.0002700419,0.0004806739,0.00009489317,0.0002586981,0.001200473],"category_scores_gemma":[0.0003571122,0.0000820592,0.0002147953,0.0005067431,0.0002250603,0.0001555288,0.0002526148,0.0003229844,0.0002168695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636868,"about_ca_system_score_gemma":0.0001586946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004469033,"about_ca_topic_score_gemma":0.0006811282,"domain_scores_codex":[0.9998155,0.00002246736,0.00001282018,0.00005485552,0.00003798709,0.0000562431],"domain_scores_gemma":[0.9997026,0.00005704276,0.000108931,0.00001194152,0.00004471995,0.00007468869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002482269,0.000145102,0.8068367,0.0001751698,0.00009001976,0.001097209,0.0004395134,0.0001229085,0.1787896,0.00004860172,0.0002630636,0.00950989],"study_design_scores_gemma":[0.000005282316,0.00036767,0.9952943,0.000007569123,0.00002195263,0.0005222369,0.0004153585,0.0001578699,0.002911574,0.00003242199,0.0002599721,0.00000378544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988709,0.0003328201,0.0001012604,0.00001699233,0.000005514802,0.000009767276,0.0004781164,0.000004025291,0.0001805054],"genre_scores_gemma":[0.9980069,0.0002574054,0.0003498143,0.00004101252,0.00001154681,0.0000301552,0.001045443,0.000002830323,0.0002548368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001200473,"threshold_uncertainty_score":0.004015982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647601193619667,"score_gpt":0.3210926782416281,"score_spread":0.2946166663054314,"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."}}