{"id":"W3140854989","doi":"","title":"Symptom clusters and quality of life among patients with advanced heart failure","year":2016,"lang":"en","type":"article","venue":"老年心脏病学杂志：英文版","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Heart failure; Medicine; Comorbidity; Internal medicine; Gerontology; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001119434,0.00018686,0.0003472611,0.0007855854,0.0006538542,0.00100722,0.0002628709,0.0003847079,0.003240273],"category_scores_gemma":[0.007465574,0.000151418,0.0005280285,0.0008655796,0.0003673051,0.0009869434,0.0009986137,0.0007593496,0.000164841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006909647,"about_ca_system_score_gemma":0.0005553036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006338212,"about_ca_topic_score_gemma":0.00797569,"domain_scores_codex":[0.9990551,0.0003183376,0.0001290659,0.000130574,0.0002034037,0.0001634407],"domain_scores_gemma":[0.99647,0.001029925,0.001426482,0.00006665209,0.0003266099,0.0006803092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008802787,0.00006358085,0.9942273,0.00003372888,0.00006346121,0.00002394531,0.000387233,0.00009256969,0.0000338463,0.00005311538,0.0006266561,0.004306611],"study_design_scores_gemma":[0.00001087218,0.00005739713,0.998726,0.00001836425,0.00001756114,0.00004193969,0.0006937468,0.0001270977,0.0000106557,0.00006670501,0.0002245886,0.000005137051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963484,0.0007115615,0.0000574754,0.000509124,0.00001870855,0.00001307782,0.0004007205,0.000003142526,0.001937708],"genre_scores_gemma":[0.9992649,0.0001349179,0.00006751337,0.00007636534,0.0000204067,0.00001351484,0.0002450213,0.000001011315,0.0001763315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006338212,"threshold_uncertainty_score":0.01260263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154319850277259,"score_gpt":0.3025230580186569,"score_spread":0.2909798595158843,"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."}}