{"id":"W4413397664","doi":"10.1183/23120541.00481-2025","title":"Anxiety and depression impact exertional breathlessness in daily life and during exercise testing: the CanCOLD study","year":2025,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; MSD K.K.; Merck Sharp and Dohme; Fonds de Recherche du Québec - Santé; Pfizer Canada; Vlaamse regering; Pfizer; Vetenskapsrådet; Novartis Pharma; Novartis; Fonds Wetenschappelijk Onderzoek; McGill University Health Centre; McGill University; Boehringer Ingelheim Canada; Almirall; GlaxoSmithKline; KU Leuven; Reseau canadien de recherche respiratoire; AstraZeneca Canada; Onderzoeksraad, KU Leuven; AstraZeneca","keywords":"Medicine; Depression (economics); Anxiety; Exertional dyspnea; Physical therapy; Physical medicine and rehabilitation; Psychiatry; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002453738,0.0001944107,0.0003983248,0.0004184523,0.0006119561,0.0003205831,0.0005335459,0.00008503244,0.00015421],"category_scores_gemma":[0.001370028,0.0001298968,0.00003656632,0.001398953,0.0003640651,0.0002809537,0.002421254,0.0009404662,0.000007545869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004897697,"about_ca_system_score_gemma":0.001616982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007954066,"about_ca_topic_score_gemma":0.0004882529,"domain_scores_codex":[0.9968286,0.0004866557,0.0003012579,0.000729961,0.0009823631,0.0006711393],"domain_scores_gemma":[0.9978234,0.0006169557,0.00003497999,0.0006595932,0.0004467397,0.000418335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002195977,0.0006282289,0.9684142,0.0003516244,0.00005200661,0.0002161862,0.0006013205,0.00001693549,0.001797937,0.00002098556,0.0007056217,0.02499892],"study_design_scores_gemma":[0.004566838,0.00008240987,0.9881548,0.0006876718,0.00002418092,0.00003198649,0.004778955,0.001101104,0.0001733859,0.0001868788,0.0000958678,0.000115942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854661,0.003793184,8.555411e-7,0.0007909877,0.00003748659,0.00453818,0.00002308808,0.00001757304,0.005332577],"genre_scores_gemma":[0.9968768,0.000287776,0.00004287469,0.00002673472,0.00007679199,0.000679484,0.000008799821,0.00002571908,0.00197502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02488298,"threshold_uncertainty_score":0.998652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06809149587904435,"score_gpt":0.4153786245504046,"score_spread":0.3472871286713603,"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."}}