{"id":"W2163457410","doi":"10.1183/09031936.00034714","title":"Mechanisms of exercise intolerance in Global Initiative for Chronic Obstructive Lung Disease grade 1 COPD","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care Research Institute; Kingston General Hospital; Queen's University; University of British Columbia","funders":"Canadian Lung Association; St. Paul's Foundation; Providence Health Care; Natural Sciences and Engineering Research Council of Canada; Queen's University; Canadian Thoracic Society","keywords":"COPD; Medicine; Work of breathing; Diaphragmatic breathing; Ventilation (architecture); Respiratory system; Cardiology; Work rate; Physical therapy; Exercise intolerance; Neuromuscular disease; Control of respiration; Internal medicine; Pulmonary function testing; Lung volumes; Obstructive lung disease; Respiratory minute volume; Lung; Disease; Heart rate; Blood pressure; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001249385,0.0003376654,0.0005946152,0.0002842257,0.0001864808,0.00004794742,0.0004082647,0.00006218731,0.0001799374],"category_scores_gemma":[0.0005890387,0.000315542,0.0003145458,0.0004471121,0.0003289629,0.0002995221,0.0001596148,0.0006254354,0.00003234801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316578,"about_ca_system_score_gemma":0.001006974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003496576,"about_ca_topic_score_gemma":0.000004876636,"domain_scores_codex":[0.9964917,0.0007836917,0.0007991467,0.0005227214,0.000742727,0.0006600706],"domain_scores_gemma":[0.9976588,0.0001333055,0.0004167524,0.0004895004,0.0004875193,0.0008140821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02261361,0.004660274,0.4310097,0.01265644,0.001380918,0.009922246,0.003124014,0.003234022,0.03104647,0.0423816,0.01081154,0.4271592],"study_design_scores_gemma":[0.008700758,0.0005197389,0.9733315,0.001823966,0.0001986501,0.00009349251,0.0003115736,0.003271161,0.0009736154,0.00681767,0.003559396,0.000398472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535007,0.01096893,0.02421215,0.0004942454,0.000821876,0.002424504,0.0003539992,0.00008518428,0.007138385],"genre_scores_gemma":[0.9980487,0.00007480232,0.0008226795,0.0003324759,0.0005052853,0.00003638335,0.00001481409,0.00008082898,0.00008405612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5423219,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691482070410644,"score_gpt":0.3064308107472206,"score_spread":0.2795159900431142,"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."}}