{"id":"W3033442186","doi":"10.2196/18465","title":"Development and Preliminary Evaluation of the Effects of an mHealth Web-Based Platform (HappyAir) on Adherence to a Maintenance Program After Pulmonary Rehabilitation in Patients With Chronic Obstructive Pulmonary Disease: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; mHealth; Physical therapy; Pulmonary rehabilitation; COPD; Randomized controlled trial; Rehabilitation; Quality of life (healthcare); Psychological intervention; Pulmonary function testing; Disease management; Disease; 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":[0.004331636,0.001437139,0.00438479,0.0007357527,0.0007918843,0.001202006,0.001386875,0.002335884,0.007459231],"category_scores_gemma":[0.004011939,0.0008448657,0.003489637,0.000806233,0.001188355,0.001292774,0.0008482977,0.002132223,0.0007834574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000709012,"about_ca_system_score_gemma":0.001336969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141252,"about_ca_topic_score_gemma":0.002010328,"domain_scores_codex":[0.997274,0.001520699,0.0003407443,0.0003630824,0.0002444816,0.0002570682],"domain_scores_gemma":[0.9975193,0.0009471746,0.0005485106,0.0002262202,0.0002357344,0.0005230523],"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":[0.9609554,0.02018265,0.0005677129,0.001715687,0.001730112,0.00002542361,0.00005934088,0.0001357064,0.0008788634,0.00004949711,0.0001857466,0.01351396],"study_design_scores_gemma":[0.8987247,0.09748211,0.002003479,0.00007103918,0.001037956,0.000006968578,0.00002426624,0.0002139516,0.0001961743,0.00003485113,0.0001942943,0.00001027268],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619412,0.004683012,0.001220899,0.0005052453,0.000884873,0.02805595,0.001069068,0.0001435151,0.001496146],"genre_scores_gemma":[0.932257,0.003824796,0.006532484,0.0007702313,0.001010985,0.05227899,0.0009984287,0.00002474738,0.00230231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007459231,"threshold_uncertainty_score":0.0249536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130611815351213,"score_gpt":0.3379706866672553,"score_spread":0.3166645685137431,"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."}}