{"id":"W2798097320","doi":"10.2196/mhealth.9398","title":"Findings of the Chronic Obstructive Pulmonary Disease-Sitting and Exacerbations Trial (COPD-SEAT) in Reducing Sedentary Time Using Wearable and Mobile Technologies With Educational Support: Randomized Controlled Feasibility Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIHR Leicester Biomedical Research Centre; Loughborough University; University of Leicester; National Institute for Health and Care Research; University Hospitals of Leicester NHS Trust","keywords":"Medicine; Randomized controlled trial; Physical therapy; Sitting; Pulmonary rehabilitation; Psychological intervention; COPD; Exacerbation; Patient education; Physical medicine and rehabilitation; Rehabilitation; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005153544,0.001506101,0.003886224,0.0005762546,0.0009974925,0.001477377,0.0009119779,0.003478622,0.00797013],"category_scores_gemma":[0.008163589,0.0009579713,0.002829307,0.0005960432,0.001162605,0.001662001,0.000894032,0.002822653,0.0008834886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007418985,"about_ca_system_score_gemma":0.002140297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646986,"about_ca_topic_score_gemma":0.003436996,"domain_scores_codex":[0.9965948,0.001924783,0.0004525019,0.0004006772,0.0003229589,0.000304293],"domain_scores_gemma":[0.9971907,0.001067495,0.0006918706,0.0001871518,0.0003179954,0.0005448778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9719613,0.01302933,0.001193546,0.001966099,0.001235229,0.00004263034,0.0001151796,0.0001095685,0.0006891395,0.00009597839,0.0005000346,0.009061865],"study_design_scores_gemma":[0.9580225,0.0378799,0.002578527,0.0001416963,0.0007118827,0.00001254577,0.00003322001,0.0001149021,0.0001136775,0.00007477319,0.0003063839,0.00001007732],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127911,0.006006886,0.001118387,0.001901988,0.0009975412,0.07077895,0.002005709,0.0001589483,0.004240456],"genre_scores_gemma":[0.8581347,0.002841441,0.006711517,0.001721026,0.00073823,0.1246364,0.001082609,0.00003051322,0.004103416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00797013,"threshold_uncertainty_score":0.02725494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03210802232940329,"score_gpt":0.3611755445679705,"score_spread":0.3290675222385672,"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."}}