{"id":"W4408031343","doi":"10.1016/j.landig.2025.01.011","title":"Effectiveness of home-based cardiac rehabilitation interventions delivered via mHealth technologies: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"The Lancet Digital Health","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"mHealth; Meta-analysis; Rehabilitation; Psychological intervention; Systematic review; Medicine; Computer science; Physical medicine and rehabilitation; Psychology; Physical therapy; MEDLINE; Nursing; Political science; 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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006633449,0.0005428909,0.01961066,0.0006648217,0.0001653192,0.00002903584,0.0002949856,0.0002311037,0.0000061966],"category_scores_gemma":[0.001299786,0.0003104053,0.00554757,0.002467896,0.0001978787,0.00008292525,0.0001267237,0.0006185781,0.000008603308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007165697,"about_ca_system_score_gemma":0.002036877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002127895,"about_ca_topic_score_gemma":0.00001668136,"domain_scores_codex":[0.9931398,0.002604417,0.002527523,0.0006471114,0.0004570056,0.0006241585],"domain_scores_gemma":[0.9908156,0.005398863,0.001625132,0.001652254,0.0002364224,0.0002716623],"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":[0.00004278352,0.0001247267,0.00001323308,0.9609815,0.01726446,0.000001007215,0.00001845113,2.483472e-7,2.355278e-9,0.00009752141,0.000188789,0.02126729],"study_design_scores_gemma":[0.0003770747,0.0007584184,0.00005429838,0.4612867,0.5343572,0.0000173849,0.00006906919,0.000002274426,7.27719e-8,0.0001134872,0.002775945,0.0001881155],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004033168,0.9764678,0.0003771202,0.002614653,0.0000870798,0.01745639,0.002699909,0.0001607887,0.0001322196],"genre_scores_gemma":[0.001081674,0.9941484,0.0001948723,0.0007262897,0.00001816007,0.002779734,0.0009429089,0.00003525748,0.00007266965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5170928,"threshold_uncertainty_score":0.9999348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08168169082228688,"score_gpt":0.4362730223339562,"score_spread":0.3545913315116693,"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."}}