{"id":"W2074054444","doi":"10.1183/09031936.00024314","title":"Prospective validation of the endurance shuttle walking test in the context of bronchodilation in COPD","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"GlaxoSmithKline","keywords":"Repeatability; COPD; Intraclass correlation; Medicine; Cardiorespiratory fitness; Physical therapy; Context (archaeology); Reproducibility; Oxygen saturation; Internal medicine; Mathematics; Statistics","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":[0.005051938,0.0003872053,0.0004245468,0.0004738247,0.0003782081,0.0006023584,0.0003800838,0.0005769056,0.0003574297],"category_scores_gemma":[0.0136754,0.0002197025,0.0002543937,0.0003616585,0.0003755343,0.0003791768,0.0004021843,0.0004270434,0.0002706806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362061,"about_ca_system_score_gemma":0.000216221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006821982,"about_ca_topic_score_gemma":0.0008248236,"domain_scores_codex":[0.9964921,0.001849819,0.0003691198,0.0004737843,0.0006673559,0.0001478608],"domain_scores_gemma":[0.9933054,0.0032996,0.001272726,0.0007233362,0.001120904,0.0002781129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006941718,0.0001764406,0.9908925,0.00002996818,0.00005986623,0.00008470711,0.000261567,0.00009354822,0.002645395,0.00001996669,0.00005222239,0.00498956],"study_design_scores_gemma":[0.00002458163,0.001887907,0.9961928,0.000007661663,0.00003379253,0.0003657187,0.0001094214,0.0003227932,0.000757397,0.00001371494,0.0002778379,0.000006413084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989234,0.0002216859,0.0004644556,0.000009158407,0.00001036586,0.00002652556,0.00006347453,0.000004365781,0.0002766448],"genre_scores_gemma":[0.9993988,0.00003434028,0.0002916795,0.0000123051,0.000009565415,0.00002028777,0.0001520089,0.000002748492,0.00007823137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005051938,"threshold_uncertainty_score":0.02671754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262640664718733,"score_gpt":0.2844151124123943,"score_spread":0.261788705765207,"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."}}