{"id":"W3124773933","doi":"10.1161/circheartfailure.120.007073","title":"Automated E-Counseling for Chronic Heart Failure","year":2021,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University Health Network; Libin Cardiovascular Institute of Alberta; Université de Montréal; University of Manitoba; University of British Columbia; Montreal Heart Institute; St. Paul's Hospital; Toronto Rehabilitation Institute; University of Winnipeg; University of Toronto; York University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Telehealth; Quality of life (healthcare); Physical therapy; Interquartile range; Randomized controlled trial; Usability; Internal medicine; Telemedicine; Health care; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001192552,0.0002684137,0.0003807766,0.0002206175,0.0002359072,0.0002705173,0.0003667549,0.0004889969,0.004715324],"category_scores_gemma":[0.001872069,0.00009478392,0.0004851551,0.0002341675,0.0002898592,0.0002025587,0.0003816305,0.0006035155,0.0001888227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005971285,"about_ca_system_score_gemma":0.001400697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006980792,"about_ca_topic_score_gemma":0.009786255,"domain_scores_codex":[0.9994602,0.0002685912,0.00004347661,0.00005367231,0.0001106386,0.00006343576],"domain_scores_gemma":[0.9992809,0.0003434042,0.0001867547,0.00002860299,0.00004999098,0.0001103804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1351101,0.0349146,0.02375855,0.005327778,0.001110487,0.00005815848,0.0002439473,0.002005066,0.003361356,0.0003481534,0.003723868,0.7900379],"study_design_scores_gemma":[0.3176756,0.2964475,0.3547143,0.00249398,0.002070401,0.0002623514,0.0002462975,0.006037631,0.002544677,0.0006573417,0.0167873,0.000062654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822659,0.008205283,0.001030367,0.0006681773,0.0001231758,0.003093423,0.0004830599,0.00009471742,0.00403585],"genre_scores_gemma":[0.9911343,0.002697574,0.002494239,0.000532067,0.0001678652,0.00170557,0.0003021761,0.000003648511,0.0009625063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006980792,"threshold_uncertainty_score":0.01577431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825476847606517,"score_gpt":0.2894239359186597,"score_spread":0.2711691674425946,"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."}}