{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001135156,0.0003254557,0.0004251423,0.0001484174,0.0003170982,0.0001111059,0.0002927502,0.00006152553,0.0001326405],"category_scores_gemma":[0.0001744924,0.0002716899,0.000108875,0.00008997932,0.000652971,0.000505866,0.0003265458,0.0004086348,0.00004115834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105068,"about_ca_system_score_gemma":0.001176378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000851573,"about_ca_topic_score_gemma":0.0001183409,"domain_scores_codex":[0.9976504,0.0001168415,0.0001749533,0.000757866,0.0006747117,0.0006252141],"domain_scores_gemma":[0.9973119,0.00005771202,0.0001552922,0.001352819,0.0001217778,0.001000522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001668627,0.001170604,0.9484594,0.0009590524,0.00005382913,0.0006480652,0.00004313672,0.0000156092,0.00006421556,0.00002548529,0.0002630476,0.04662896],"study_design_scores_gemma":[0.009047119,0.0002841835,0.986307,0.0003585946,0.0001024031,0.000001640571,0.00002213996,0.001934382,0.00006288493,0.00002000155,0.001568509,0.0002911805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971618,0.0004417168,0.00001339037,0.0003601793,0.00007549733,0.001178772,0.0001613972,0.00004312768,0.0005641365],"genre_scores_gemma":[0.9990352,0.00002140226,0.00000615033,0.0002165744,0.0002852262,0.0001272189,0.00003160306,0.00005924263,0.0002174127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04633778,"threshold_uncertainty_score":0.9999735,"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."}}