{"id":"W2896915505","doi":"10.2196/mhealth.9774","title":"Smartphone-Based Physical Activity Telecoaching in Chronic Obstructive Pulmonary Disease: Mixed-Methods Study on Patient Experiences and Lessons for Implementation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Innovative Medicines Initiative; Sociedad Española de Neumología y Cirugía Torácica; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fonds Wetenschappelijk Onderzoek; Generalitat de Catalunya; Centres de Recerca de Catalunya; Lloyd's Tercentenary Research Foundation; Imperial College London; National Institute for Health and Care Research; Vlaamse regering; European Respiratory Society","keywords":"Intervention (counseling); Physical therapy; Medicine; mHealth; Focus group; Pulmonary disease; Smartphone app; COPD; Percentile; Smartphone application; Psychological intervention; Multimedia; Nursing; Computer science; 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":[0.01034035,0.0004775219,0.0009075341,0.0008409282,0.001616333,0.001357299,0.0005802242,0.001042594,0.002367684],"category_scores_gemma":[0.0114106,0.0004100888,0.0008301614,0.0008494783,0.0005906026,0.001214091,0.001567372,0.0007457468,0.0002741022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312881,"about_ca_system_score_gemma":0.00265346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441873,"about_ca_topic_score_gemma":0.002977517,"domain_scores_codex":[0.994843,0.003377804,0.0005038693,0.000339868,0.0004014975,0.0005338833],"domain_scores_gemma":[0.9946489,0.003380208,0.000677286,0.0002392735,0.0005750195,0.0004793185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004560944,0.03886227,0.2637386,0.005161267,0.0004182027,0.001397092,0.3402373,0.0003414056,0.004540208,0.0005498634,0.001447187,0.3387457],"study_design_scores_gemma":[0.003195306,0.08516153,0.4702493,0.002331095,0.0007642509,0.00156512,0.4189686,0.001597719,0.003051285,0.0005031783,0.01235002,0.0002626013],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974257,0.0003289701,0.000392766,0.0001338351,0.000009378094,0.001177877,0.0000831306,0.000005517015,0.0004427402],"genre_scores_gemma":[0.9919919,0.0008194132,0.00240637,0.0003167569,0.00002889519,0.003860684,0.0001067942,0.00000647695,0.000462785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034035,"threshold_uncertainty_score":0.05468565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06023271103451168,"score_gpt":0.4808117653911837,"score_spread":0.420579054356672,"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."}}