{"id":"W3089406125","doi":"10.2196/20747","title":"Effect of a Smartphone-Based App on the Quality of Life of Patients With Heart Failure: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Quality of life (healthcare); Randomized controlled trial; Intervention (counseling); Physical therapy; Clinical trial; Internal medicine; Nursing","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":[0.002013714,0.001409027,0.003934086,0.0007846966,0.0007341481,0.0012278,0.0009458704,0.002714543,0.008279491],"category_scores_gemma":[0.004545458,0.0007022654,0.003728109,0.0007069167,0.0009299656,0.001009086,0.0006793606,0.002425544,0.0005613926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008138857,"about_ca_system_score_gemma":0.001639812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517438,"about_ca_topic_score_gemma":0.002335186,"domain_scores_codex":[0.9981245,0.0009487676,0.0002473347,0.0003121831,0.0001848005,0.0001823447],"domain_scores_gemma":[0.9980318,0.0007733277,0.0005309099,0.00009511774,0.0001572875,0.0004116282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9566756,0.01469466,0.000938462,0.005639446,0.003174628,0.00005342162,0.00006585959,0.0001591604,0.0005640732,0.00009481647,0.0006001121,0.0173398],"study_design_scores_gemma":[0.9564885,0.03887432,0.002022827,0.0002518814,0.001640728,0.00001346214,0.00002828315,0.0001914768,0.0001236872,0.00005226284,0.0003010842,0.00001142134],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957723,0.01798886,0.0008472158,0.00141009,0.001903591,0.01641948,0.001169338,0.000155873,0.002382538],"genre_scores_gemma":[0.9566169,0.007997437,0.002921542,0.001490654,0.001218455,0.02714985,0.0007031412,0.0000146829,0.001887376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008279491,"threshold_uncertainty_score":0.02769768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577156683774052,"score_gpt":0.3046820012767061,"score_spread":0.2889104344389656,"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."}}