{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008154365,0.0008458447,0.004523659,0.0001009831,0.0008371079,0.0001737997,0.0004817907,0.0003860372,0.000004481973],"category_scores_gemma":[0.001956782,0.0004285453,0.001713165,0.000338611,0.001284565,0.0001093669,0.0005786447,0.001547486,0.000002493785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005687129,"about_ca_system_score_gemma":0.000856332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002816682,"about_ca_topic_score_gemma":0.00009705585,"domain_scores_codex":[0.9912696,0.003437523,0.002057708,0.00143472,0.0009084754,0.0008919049],"domain_scores_gemma":[0.9770647,0.01970499,0.001072141,0.00174022,0.0001728263,0.0002450768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002825467,0.000218735,0.001364148,0.006938133,0.01059752,0.00005396024,0.0005658017,0.0001561236,8.129856e-9,0.0003072286,0.1184762,0.8584967],"study_design_scores_gemma":[0.008763924,0.001863632,0.004342867,0.004869781,0.003449897,0.0003088623,0.002986527,0.00006301709,7.08627e-9,0.0001293429,0.9728705,0.0003516751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005898023,0.9355309,0.0006289007,0.03770388,0.0008980086,0.02129223,0.003147712,0.00005512287,0.0001534665],"genre_scores_gemma":[0.01470777,0.9762797,0.0003347741,0.002801554,0.001139119,0.003120275,0.001372719,0.0001295338,0.0001145067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.858145,"threshold_uncertainty_score":0.9998167,"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."}}