{"id":"W7165123930","doi":"10.2196/90422","title":"Effects of Remote, Virtual, or Hybrid Cardiac Rehabilitation Supported by mHealth in Patients With Heart Failure: A Systematic Review and Meta-Analysis (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"mHealth; Rehabilitation; Telemedicine; MEDLINE; Digital health; Telehealth","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":[0.006502005,0.002178408,0.01211395,0.002042662,0.0006008035,0.00272295,0.00137567,0.002479078,0.003683173],"category_scores_gemma":[0.01674693,0.001276963,0.03366282,0.002538604,0.0008357784,0.001641502,0.001273407,0.002990734,0.0002974422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733632,"about_ca_system_score_gemma":0.001706325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009080698,"about_ca_topic_score_gemma":0.01925514,"domain_scores_codex":[0.9960373,0.001834441,0.001023547,0.0005726738,0.0003398649,0.0001923258],"domain_scores_gemma":[0.9928907,0.005205712,0.00112717,0.0002956155,0.0003099094,0.0001709541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02138356,0.0001465267,0.002701376,0.1971982,0.7630382,0.00006537225,0.0001446422,0.0003128354,0.0003950096,0.00009572904,0.0003647654,0.01415386],"study_design_scores_gemma":[0.006373188,0.0008987666,0.003880849,0.007668878,0.9800848,0.00003610423,0.00007420919,0.0001242771,0.0001222711,0.0001250051,0.0005850503,0.00002659068],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03634891,0.9609974,0.0006275011,0.0002521005,0.0004142504,0.0003639023,0.0004984873,0.00004215553,0.0004551322],"genre_scores_gemma":[0.6313759,0.3623854,0.002471267,0.001264361,0.0004871657,0.0007877584,0.0005625851,0.0000383516,0.0006272213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01211395,"threshold_uncertainty_score":0.03438628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160683215723098,"score_gpt":0.351983446598459,"score_spread":0.3359151250261492,"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."}}