{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002668147,0.0002855711,0.0004990242,0.000167518,0.0002816467,0.00009386372,0.00005298071,0.0002265103,0.0007572136],"category_scores_gemma":[0.0001274793,0.0002834974,0.000333616,0.0004883172,0.00004194896,0.0002124422,0.00003297916,0.0001880613,0.000402542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066268,"about_ca_system_score_gemma":0.0004504439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001892217,"about_ca_topic_score_gemma":0.0001174339,"domain_scores_codex":[0.9979805,0.00006809094,0.0004357925,0.0005948814,0.0003953086,0.0005253729],"domain_scores_gemma":[0.9985974,0.0001077205,0.000067266,0.0005629529,0.0004270287,0.0002375913],"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":[0.00006319728,0.0003566844,0.02296054,0.0007907219,0.0004138844,0.00005538865,0.0003715158,0.00125334,0.1069954,0.001603276,0.8637942,0.001341771],"study_design_scores_gemma":[0.002768223,0.0001525765,0.01223799,0.0002228515,0.0002531188,0.0001848861,0.0002306469,0.01455322,0.004868852,0.0001235662,0.9641095,0.0002945582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.477136,0.003125953,0.01670221,0.4889837,0.001326583,0.007034213,0.00007985756,0.00483003,0.0007814956],"genre_scores_gemma":[0.9373628,0.00001186122,0.05720739,0.00197168,0.0007309422,0.0002306862,0.0007825937,0.000075656,0.001626335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.487012,"threshold_uncertainty_score":0.9999617,"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."}}