{"id":"W2995165267","doi":"10.1183/16000617.0101-2018","title":"ERS statement on standardisation of cardiopulmonary exercise testing in chronic lung diseases","year":2019,"lang":"en","type":"review","venue":"European Respiratory Review","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":317,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; MEDLINE; Physical therapy; Treadmill; Work rate; Cochrane Library; Cycle ergometer; Heart rate; Meta-analysis; Pathology; Internal medicine; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"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":[0.1428024,0.002379723,0.006889608,0.01004008,0.001548038,0.005212314,0.008525003,0.01585107,0.007203633],"category_scores_gemma":[0.1515345,0.002013586,0.01100508,0.007044764,0.0037747,0.00380497,0.00693493,0.01083066,0.007585346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004462451,"about_ca_system_score_gemma":0.02968012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006406477,"about_ca_topic_score_gemma":0.00405367,"domain_scores_codex":[0.8462269,0.05254547,0.06060352,0.003889843,0.03362429,0.003109989],"domain_scores_gemma":[0.7889083,0.09756252,0.03525832,0.009889338,0.06538258,0.002998995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001251678,0.000296365,0.002257853,0.1648947,0.001500678,0.0005817994,0.001361502,0.00132684,0.003490317,0.02948709,0.3937806,0.3997706],"study_design_scores_gemma":[0.000676455,0.0003123172,0.006526575,0.169309,0.001583572,0.0006629506,0.0003889238,0.0002505625,0.001884581,0.004608043,0.8136749,0.0001221263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.002816832,0.6741292,0.03608425,0.1439136,0.05522753,0.0132706,0.02486633,0.0009611678,0.04873049],"genre_scores_gemma":[0.02803332,0.5594984,0.1994614,0.09778864,0.0188763,0.03817847,0.03582292,0.0008638451,0.02147665],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1428024,"threshold_uncertainty_score":0.7552203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123552028610241,"score_gpt":0.393115459269612,"score_spread":0.2807602564085879,"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."}}