{"id":"W4285033840","doi":"10.1002/ehf2.14022","title":"Digital Health in Older Adults for the Prevention and Management of Cardiovascular Diseases and Frailty. <i>A Clinical Consensus Statement from the ESC Council for Cardiology Practice/Taskforce on Geriatric Cardiology, the ESC Digital Health Committee and the ESC Working Group on e-Cardiology</i>","year":2022,"lang":"en","type":"review","venue":"ESC Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Digital health; Health care; Geriatrics; Telehealth; Disease management; Cardiovascular health; Disease; Canadian Cardiovascular Society; Telemedicine; Gerontology; Family medicine; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005471643,0.0006691971,0.000610973,0.001510004,0.0009624596,0.003259345,0.001030466,0.004853955,0.01428872],"category_scores_gemma":[0.01783624,0.000196111,0.001069537,0.001065136,0.001195854,0.00384711,0.003786945,0.004371658,0.00614283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130968,"about_ca_system_score_gemma":0.006978154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637192,"about_ca_topic_score_gemma":0.005306683,"domain_scores_codex":[0.9968322,0.001200732,0.0005231515,0.0001555881,0.001026095,0.0002623336],"domain_scores_gemma":[0.9912129,0.002800266,0.001310799,0.0003924705,0.002520781,0.001762876],"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":[0.00003621128,0.00008476172,0.001235133,0.002807731,0.00004065461,0.0001603413,0.000465828,0.00005391267,0.0003125428,0.01273924,0.6430487,0.3390149],"study_design_scores_gemma":[0.00004029805,0.00008769427,0.003640662,0.009470142,0.000053023,0.0006130367,0.0003832356,0.0000592626,0.0002142722,0.006953618,0.9784629,0.00002183075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001915613,0.3012699,0.004300525,0.5593457,0.02527388,0.0005281524,0.00122864,0.0003455911,0.1057919],"genre_scores_gemma":[0.03416382,0.6042727,0.01860692,0.273056,0.02662656,0.001583247,0.002381591,0.0001508521,0.03915832],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01428872,"threshold_uncertainty_score":0.04780054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0892584257996751,"score_gpt":0.359020526792336,"score_spread":0.269762100992661,"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."}}