{"id":"W4413561756","doi":"10.2196/64884","title":"Smartphone App–Guided Pulmonary Rehabilitation in Chronic Respiratory Diseases: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Science and ICT, South Korea; Korea Health Industry Development Institute; National Research Foundation","keywords":"Medicine; Pulmonary rehabilitation; Physical therapy; Randomized controlled trial; Quality of life (healthcare); Rehabilitation; Asthma; COPD; Vital capacity; Internal medicine; Lung","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":[0.001536816,0.001252948,0.004018772,0.0005718632,0.0005030056,0.0009825962,0.0008031673,0.00231906,0.007459048],"category_scores_gemma":[0.002880414,0.0005939699,0.002822217,0.0006333457,0.0008135227,0.0008653723,0.0005090721,0.001643776,0.0006205607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006706339,"about_ca_system_score_gemma":0.001336722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846401,"about_ca_topic_score_gemma":0.003396196,"domain_scores_codex":[0.9989795,0.0004829337,0.0001483968,0.000186577,0.00008907844,0.0001134829],"domain_scores_gemma":[0.9990275,0.0003471923,0.0002792627,0.00005270572,0.0001021638,0.0001911388],"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":[0.9587133,0.007968408,0.0007555916,0.00881575,0.003456621,0.00005929125,0.00005598089,0.0001661694,0.0008919326,0.0001247713,0.0009994617,0.01799281],"study_design_scores_gemma":[0.969797,0.02603846,0.001553626,0.0003249557,0.001488608,0.00001881845,0.00002010421,0.0001874883,0.00009881108,0.00005210082,0.0004106217,0.000009525673],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263526,0.03886998,0.001301345,0.00142249,0.002224223,0.02452396,0.002015186,0.0002215496,0.003068703],"genre_scores_gemma":[0.9351416,0.01538351,0.003832889,0.001977659,0.001462977,0.03791563,0.001080544,0.00001785074,0.003187296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007459048,"threshold_uncertainty_score":0.02495301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539569434927335,"score_gpt":0.3860432500964614,"score_spread":0.360647555747188,"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."}}