{"id":"W4220945511","doi":"10.1164/rccm.202109-2171oc","title":"Impaired Ventilatory Efficiency, Dyspnea, and Exercise Intolerance in Chronic Obstructive Pulmonary Disease: Results from the CanCOLD Study","year":2022,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; Providence Health Care; University of Alberta; Kingston Health Sciences Centre; McGill University Health Centre; McGill University; Ottawa Hospital; Toronto Metropolitan University; Providence Health Care Research Institute; Kingston General Hospital; University of British Columbia; St. Paul's Hospital; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; COPD; Internal medicine; Cardiology; Odds ratio; Obstructive lung disease; Pulmonary function testing; Population; Exercise intolerance; Physical therapy; Heart failure","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":[0.001832728,0.0004743239,0.0005127802,0.0006732069,0.0005119026,0.0008355905,0.0004329807,0.000656614,0.0009616023],"category_scores_gemma":[0.002551963,0.0002220767,0.0005022333,0.0008673106,0.0004012884,0.0004586053,0.0007074829,0.0005431075,0.0001737475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003551291,"about_ca_system_score_gemma":0.0003924791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006463922,"about_ca_topic_score_gemma":0.01104304,"domain_scores_codex":[0.9993256,0.0002249982,0.00007239299,0.0001400979,0.00014652,0.00009036914],"domain_scores_gemma":[0.9979809,0.0004139996,0.0005260966,0.0001711995,0.0003215634,0.0005862562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008057042,0.0001037715,0.9978691,0.00001762019,0.0000989238,0.00005902122,0.00005931153,0.00002729969,0.0001675749,0.00001511737,0.0001106894,0.0006657604],"study_design_scores_gemma":[0.00009992284,0.0001923319,0.9989961,0.000009639475,0.000097216,0.00007208754,0.0001386118,0.0001077629,0.0000366034,0.00001855929,0.0002247792,0.000006403394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986651,0.0002752182,0.00004870159,0.00004153319,0.00000845879,0.00002659691,0.000517186,0.000001393656,0.0004157894],"genre_scores_gemma":[0.9983588,0.0001113163,0.00008083458,0.00004149278,0.00002495987,0.00003150331,0.001145448,0.000001829119,0.0002037312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006463922,"threshold_uncertainty_score":0.01285261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689652853764947,"score_gpt":0.3120698567788909,"score_spread":0.2951733282412415,"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."}}