{"id":"W4220692311","doi":"10.1016/j.ijmedinf.2022.104754","title":"Design and delivery of home-based telehealth pulmonary rehabilitation programs in COPD: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"International Journal of Medical Informatics","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology; Dalhousie University; University of Toronto; University Health Network; McMaster University; Toronto Rehabilitation Institute; West Park Healthcare Centre","funders":"","keywords":"Medicine; COPD; Telehealth; Pulmonary rehabilitation; Meta-analysis; Physical therapy; Randomized controlled trial; Rehabilitation; Telemedicine; Health care; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006595474,0.0003339153,0.005469323,0.00162747,0.00003141664,0.00003823014,0.0006295029,0.0002081021,0.0006394293],"category_scores_gemma":[0.001795125,0.0002217404,0.001331408,0.000925365,0.0002846894,0.0002423776,0.000222087,0.00109298,0.000001946932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007023098,"about_ca_system_score_gemma":0.00253398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002474828,"about_ca_topic_score_gemma":0.000003095161,"domain_scores_codex":[0.9905028,0.001017314,0.004104709,0.0001695239,0.0039755,0.0002302054],"domain_scores_gemma":[0.993154,0.002642994,0.002739695,0.0003022254,0.000715647,0.0004454592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00007523993,0.0004303537,0.00004496205,0.8765669,0.03951416,0.0003334273,0.0002008871,0.00001723454,8.620605e-9,0.00003963573,0.00008630846,0.08269082],"study_design_scores_gemma":[0.002088725,0.001003197,0.00008119324,0.2143916,0.7388137,0.003953876,0.001050212,0.01282455,8.979605e-8,0.0001245188,0.02516854,0.0004998201],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006195164,0.9949815,0.0009706037,0.001165942,0.00006548279,0.002666633,0.00005701392,0.00000656619,0.00002434697],"genre_scores_gemma":[0.0001743786,0.9949129,0.00399516,0.0004704027,0.00003145474,0.0002269732,0.0001461089,0.00002317878,0.00001947425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6992995,"threshold_uncertainty_score":0.9042313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086882123797742,"score_gpt":0.3953697865155056,"score_spread":0.2866815741357314,"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."}}