{"id":"W4412788456","doi":"10.1093/eurheartj/ehaf408","title":"Standards for cardiac telerehabilitation","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Telerehabilitation; Medicine; Rehabilitation; Accreditation; Multidisciplinary approach; Telemedicine; Physical therapy; Intensive care medicine; Physical medicine and rehabilitation; Health care; Medical education","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":[0.002704593,0.00008090592,0.0002434249,0.0001274313,0.0002540716,0.00002625361,0.00003062945,0.00002336484,0.00003777868],"category_scores_gemma":[0.0003941865,0.0000693203,0.000241683,0.0001262323,0.00002668851,0.00004861935,0.00001417054,0.0002539264,0.00002402372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457546,"about_ca_system_score_gemma":0.0009279992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003263001,"about_ca_topic_score_gemma":4.657552e-7,"domain_scores_codex":[0.998816,0.0002283001,0.0002943092,0.0001300681,0.0002473705,0.000283913],"domain_scores_gemma":[0.9990969,0.000133559,0.00004442838,0.0001385515,0.0002658546,0.0003207626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001122132,0.0001276553,0.07836684,0.001052611,0.00005861397,0.00002253667,0.0004442576,0.000003569243,0.002031892,0.0005525515,0.7320618,0.1841555],"study_design_scores_gemma":[0.001139426,0.0004440034,0.3013225,0.0002106494,0.00003302679,0.00009331309,0.0001663058,0.000004861579,0.0001597086,0.00007265025,0.6963118,0.00004173784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8349556,0.002919657,0.004411359,0.02036752,0.00473515,0.001642372,0.0001261249,0.0000986755,0.1307436],"genre_scores_gemma":[0.985112,0.0002458254,0.005448156,0.005696349,0.001358273,0.000009789104,0.00001056085,0.00002820342,0.00209084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2229556,"threshold_uncertainty_score":0.28268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011404004625836,"score_gpt":0.4060350582787742,"score_spread":0.3759210182325159,"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."}}