{"id":"W2032994335","doi":"10.2196/resprot.3411","title":"Design and Usage of the HeartCycle Education and Coaching Program for Patients With Heart Failure","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; National Institute for Health and Care Research","keywords":"Coaching; Medicine; Observational study; Intervention (counseling); Heart failure; Randomized controlled trial; Telehealth; Test (biology); Medical emergency; Telemedicine; Patient education; Physical therapy; Family medicine; Nursing; Psychology; Health care; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005889703,0.0009466075,0.0007590945,0.000809791,0.00176358,0.0007157926,0.001122723,0.001445136,0.006598562],"category_scores_gemma":[0.005577328,0.0005957675,0.001285976,0.0004248769,0.0009651373,0.00068559,0.001288292,0.00152229,0.0008407868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129866,"about_ca_system_score_gemma":0.009139557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880622,"about_ca_topic_score_gemma":0.005653645,"domain_scores_codex":[0.9955244,0.002329479,0.0002827195,0.0006972873,0.0003509359,0.0008152488],"domain_scores_gemma":[0.9960166,0.000972242,0.0004302965,0.0003551541,0.0006450971,0.001580599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07572395,0.5727654,0.0854364,0.0009346214,0.0003522868,0.0003936705,0.002526006,0.004925922,0.00597931,0.0005255514,0.002970083,0.2474667],"study_design_scores_gemma":[0.1197493,0.719397,0.1408958,0.0001740855,0.0004755823,0.0001227265,0.001432216,0.006582446,0.003436483,0.0005216759,0.007086677,0.0001260019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8907531,0.00007874327,0.00531371,0.0003808123,0.0001236273,0.1004422,0.0005023325,0.000149953,0.002255472],"genre_scores_gemma":[0.7018526,0.0001371773,0.03270352,0.0008037118,0.0001589809,0.2619284,0.0004702204,0.00002049043,0.001924867],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.006598562,"threshold_uncertainty_score":0.03114808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0828757497018187,"score_gpt":0.4733185518662926,"score_spread":0.3904428021644739,"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."}}