{"id":"W3216778847","doi":"10.1183/13993003.congress-2021.pa3448","title":"Prompting sedentary behaviour change in COPD: Acceptability and feasibility of wearable device","year":2021,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre","funders":"","keywords":"COPD; Medicine; Physical therapy; Randomized controlled trial; Physical activity; Wearable computer; Sedentary behavior; Pulmonary disease; Wearable technology; Activity tracker; Crossover study; Physical medicine and rehabilitation; Alternative medicine; Internal medicine; Computer science","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":[0.01213286,0.0004269019,0.0006318716,0.0002616065,0.0004390899,0.0009509791,0.0005009085,0.001295525,0.00597121],"category_scores_gemma":[0.02581682,0.0002785234,0.001280381,0.0002013212,0.000472038,0.001139389,0.0007594436,0.0009036225,0.000535229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912856,"about_ca_system_score_gemma":0.0007117989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008592334,"about_ca_topic_score_gemma":0.001037124,"domain_scores_codex":[0.9909888,0.006740647,0.0007388362,0.0003430889,0.0009172185,0.0002714701],"domain_scores_gemma":[0.9907335,0.005818367,0.001257347,0.0005248106,0.001048934,0.000617119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.371747,0.1087142,0.08626072,0.006725244,0.001376042,0.0002464392,0.004994084,0.0006880583,0.02043705,0.0003717351,0.003643767,0.3947957],"study_design_scores_gemma":[0.03895282,0.7773269,0.1685178,0.0008040231,0.0008003976,0.0002081397,0.001735366,0.001413482,0.004926093,0.0002099815,0.004981873,0.0001231506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993048,0.000427042,0.0008907096,0.0003638041,0.0001102035,0.003422413,0.0002466025,0.00002660641,0.001464661],"genre_scores_gemma":[0.9870225,0.0004107282,0.005672183,0.0003787697,0.0001150632,0.005385566,0.0002130206,0.00001412665,0.0007881285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213286,"threshold_uncertainty_score":0.06416541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07395323753317655,"score_gpt":0.3739991408820336,"score_spread":0.3000459033488571,"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."}}