{"id":"W4386660396","doi":"10.1093/eurheartj/ehab724.3127","title":"Therapeutic components of an automated digital counselling intervention for chronic heart failure","year":2021,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; York University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Heart failure; Psychological intervention; Randomized controlled trial; Physical therapy; Quality of life (healthcare); Protocol (science); Clinical endpoint; Internal medicine; Nursing; Alternative medicine","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":[0.001444626,0.0005530353,0.0009780667,0.0006952132,0.0006696801,0.0005782196,0.0005858272,0.000794429,0.007288435],"category_scores_gemma":[0.003918246,0.0002344188,0.0008412436,0.0004692692,0.0003008483,0.0003599979,0.0009223106,0.0006886842,0.0002857955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148704,"about_ca_system_score_gemma":0.001966157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003327975,"about_ca_topic_score_gemma":0.0054183,"domain_scores_codex":[0.9987137,0.0005671687,0.0001524766,0.0001799422,0.0002545877,0.0001321159],"domain_scores_gemma":[0.998445,0.0005846197,0.0004081586,0.00008730727,0.00009678744,0.0003782424],"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":[0.222744,0.1011786,0.01662307,0.004433308,0.001705714,0.00005586153,0.0005277607,0.00240117,0.00295937,0.0004036342,0.003940793,0.6430268],"study_design_scores_gemma":[0.4306466,0.2898077,0.2555701,0.001767643,0.00320214,0.0001075093,0.000365174,0.006913602,0.002670274,0.0007268928,0.008111338,0.0001111499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9826165,0.001654335,0.001126679,0.0004609974,0.0001202178,0.009952194,0.0009540644,0.0001836193,0.002931484],"genre_scores_gemma":[0.9724944,0.0009112305,0.007514574,0.0003996576,0.0002203394,0.01675674,0.0005864544,0.000007478573,0.001109227],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007288435,"threshold_uncertainty_score":0.02438223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512431864811385,"score_gpt":0.3278293462979047,"score_spread":0.2827050276497909,"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."}}