{"id":"W4324020908","doi":"10.1186/s12890-023-02376-w","title":"Post-COVID dyspnea: prevalence, predictors, and outcomes in a longitudinal, prospective cohort","year":2023,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; St. Paul's Hospital; Toronto Metropolitan University; University of British Columbia","funders":"Vancouver Coastal Health Research Institute; University of British Columbia; Michael Smith Health Research BC","keywords":"Medicine; Prospective cohort study; Cohort; Quality of life (healthcare); Coronavirus disease 2019 (COVID-19); Severity of illness; Cohort study; Internal medicine; Mood; Physical therapy; Pediatrics; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001056285,0.0003728946,0.0003704041,0.0006675511,0.0008736599,0.000819353,0.0004858692,0.0005579654,0.0008053074],"category_scores_gemma":[0.001603407,0.0004089354,0.0004714414,0.0008520035,0.0004213198,0.0007292183,0.0007416486,0.0009795214,0.0002613595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000614284,"about_ca_system_score_gemma":0.0007946633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689189,"about_ca_topic_score_gemma":0.02264627,"domain_scores_codex":[0.9993279,0.0001315206,0.00005612524,0.0001954429,0.0001174418,0.0001716319],"domain_scores_gemma":[0.9985437,0.0001468304,0.0004934972,0.0001430479,0.000208955,0.0004639537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007586594,0.000047776,0.9994851,0.000001453888,0.00001342503,0.00003891529,0.00003930243,0.000008057059,0.0000672215,0.000002961613,0.00003332123,0.0001864186],"study_design_scores_gemma":[0.00001303797,0.0002229207,0.9991019,0.000004097519,0.00001416942,0.0002183284,0.0002330525,0.00009262944,0.00002260655,0.000007783442,0.00006588159,0.00000360795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994962,0.00005725627,0.00003600966,0.000022121,0.000004043151,0.00001430237,0.0002604777,0.000001303127,0.0001083246],"genre_scores_gemma":[0.9989932,0.0000829554,0.00008293032,0.0000375407,0.00001345512,0.00002215368,0.0006808799,0.000001691173,0.00008514336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01689189,"threshold_uncertainty_score":0.03358716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758656649731836,"score_gpt":0.310750148865702,"score_spread":0.2931635823683836,"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."}}