{"id":"W2602062174","doi":"10.1007/s11936-017-0515-9","title":"Dietary Self-management in Heart Failure: High Tech or High Touch?","year":2017,"lang":"en","type":"review","venue":"Current Treatment Options in Cardiovascular Medicine","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Canadian VIGOUR Centre; University of Ontario Institute of Technology","funders":"","keywords":"Medicine; Micronutrient; Fluid intake; Intensive care medicine; Dietary Reference Intake; Heart failure; Vitamin D and neurology; Internal medicine; Nutrient; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001236969,0.0006889087,0.002779188,0.001297731,0.0002824633,0.001494696,0.001064502,0.001639978,0.003791501],"category_scores_gemma":[0.001899862,0.0003020194,0.001027516,0.001283679,0.0005659868,0.001429789,0.0009392009,0.00261363,0.0008881185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000389761,"about_ca_system_score_gemma":0.0009667068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196788,"about_ca_topic_score_gemma":0.003037532,"domain_scores_codex":[0.9995897,0.0001124966,0.00007740674,0.00005680534,0.0001252962,0.0000383007],"domain_scores_gemma":[0.9991751,0.000514747,0.000134231,0.0000154111,0.0001143172,0.0000460499],"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":[0.0001731096,0.0001299171,0.0003819649,0.02892413,0.0004252789,0.00008772801,0.00007006377,0.0001292531,0.0002688381,0.001513317,0.01932218,0.9485742],"study_design_scores_gemma":[0.0005077762,0.0006266254,0.00683071,0.09365644,0.002615506,0.002060176,0.0005096649,0.0005933319,0.0003276809,0.006664349,0.8854952,0.000112574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006067295,0.9992934,0.00002971463,0.000344179,0.0001033078,0.000001782927,0.00000503831,0.000001877848,0.0001599607],"genre_scores_gemma":[0.0008380728,0.9980311,0.0001317681,0.0005564895,0.0003022032,0.000005362152,0.00001215933,8.29196e-7,0.0001220837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003791501,"threshold_uncertainty_score":0.01268387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1953554055169566,"score_gpt":0.4431864703128975,"score_spread":0.2478310647959409,"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."}}