{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001404851,0.0004796988,0.001096952,0.0009152252,0.0001227328,0.0000159747,0.0002467853,0.0002130315,0.000242055],"category_scores_gemma":[0.004165529,0.0003498951,0.0001106677,0.001105946,0.0005900908,0.000274438,0.000184881,0.0004773466,0.0001033964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136597,"about_ca_system_score_gemma":0.0003476745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003879055,"about_ca_topic_score_gemma":0.0001382999,"domain_scores_codex":[0.9964887,0.0001683454,0.00067954,0.0009872413,0.0009850708,0.0006910793],"domain_scores_gemma":[0.9966348,0.001659875,0.0001641297,0.0007445033,0.0001647742,0.0006318633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008029633,0.0002367531,0.9895576,0.00293057,0.0001328413,0.002607738,0.0005973722,0.000006841498,0.001123253,0.000129215,0.001635458,0.0002393957],"study_design_scores_gemma":[0.003810399,0.001437759,0.9903693,0.001196824,0.0003298094,0.0005712388,0.0002260401,0.0006727501,0.00004563424,0.000408939,0.000622532,0.0003088168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803385,0.001846723,0.00004601852,0.01052013,0.000462357,0.003704732,0.00004453131,0.000554739,0.002482263],"genre_scores_gemma":[0.9903055,0.0008555524,0.0001852908,0.001320876,0.0004737923,0.0004649456,0.0001616429,0.00007427184,0.006158125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009967001,"threshold_uncertainty_score":0.9998953,"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."}}