{"id":"W2590578378","doi":"10.1177/1479972316687207","title":"Physical activity patterns and clusters in 1001 patients with COPD","year":2017,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; University of Toronto; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Health and Medical Research Council; Sociedad Española de Neumología y Cirugía Torácica; Fundació Catalana de Pneumologia; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Institute for Health and Care Research; Departament d'Universitats, Recerca i Societat de la Informació; Medical Research Council; Freiwillige Akademische Gesellschaft; Stichting De Weijerhorst; Royal Brompton and Harefield NHS Foundation Trust; GlaxoSmithKline; University Hospitals of Leicester NHS Trust; Gottfried und Julia Bangerter-Rhyner-Stiftung; Imperial College London; AstraZeneca","keywords":"Medicine; COPD; Anthropometry; Body mass index; Physical activity; Physical therapy; Cluster (spacecraft); Pulmonary disease; Internal medicine","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":[0.0003510604,0.0002816576,0.0006334414,0.001068897,0.0005560534,0.0007271795,0.0002556535,0.00055736,0.001106428],"category_scores_gemma":[0.001963563,0.0003477253,0.0003204128,0.001374529,0.00027722,0.0005269113,0.0005738602,0.0005005792,0.0003231344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779969,"about_ca_system_score_gemma":0.0002002623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005967667,"about_ca_topic_score_gemma":0.00656503,"domain_scores_codex":[0.9994802,0.0000972109,0.00007170152,0.0001536259,0.0001117891,0.00008547358],"domain_scores_gemma":[0.9993712,0.0001527415,0.0002022986,0.00005921812,0.00007720008,0.0001373529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000109277,0.00003399593,0.9975452,0.00001015348,0.00003033249,0.00008520159,0.0002334142,0.00006655743,0.0001672198,0.000008809707,0.00007735146,0.001632507],"study_design_scores_gemma":[0.00000657035,0.00007762587,0.9990973,0.000003548757,0.000009413407,0.0002024421,0.0002136597,0.0001926378,0.00002464416,0.0000170823,0.000150207,0.00000485065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999353,0.0001452549,0.00006362319,0.00001954175,0.00000266236,0.000009502768,0.000273584,0.000002346096,0.0001305066],"genre_scores_gemma":[0.9990504,0.00006192587,0.00007949528,0.00001646272,0.000005476847,0.00001421971,0.0006075763,0.000002202773,0.0001622248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005967667,"threshold_uncertainty_score":0.01186585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082150875866824,"score_gpt":0.3094359391306043,"score_spread":0.2886144303719361,"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."}}