{"id":"W1760228306","doi":"10.1016/j.cardfail.2015.04.013","title":"Advanced (Stage D) Heart Failure: A Statement From the Heart Failure Society of America Guidelines Committee","year":2015,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":350,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Heart failure; Psychosocial; Intensive care medicine; Quality of life (healthcare); Stage (stratigraphy); Palliative care; Internal medicine; Nursing","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":[0.01070473,0.0008657822,0.001925593,0.00189924,0.001373872,0.001928578,0.002608142,0.006029802,0.002703146],"category_scores_gemma":[0.01633205,0.000634598,0.003077568,0.001814694,0.00127776,0.001428609,0.001802829,0.009030007,0.001652231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833268,"about_ca_system_score_gemma":0.01145349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295724,"about_ca_topic_score_gemma":0.03010189,"domain_scores_codex":[0.9952916,0.001421297,0.001495105,0.0002322428,0.00116841,0.0003913482],"domain_scores_gemma":[0.9794206,0.005126553,0.002740671,0.000522441,0.008475971,0.003713818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002599069,0.0002643571,0.01564177,0.001597321,0.0002578958,0.0005401912,0.0002737473,0.000584752,0.001158532,0.005099926,0.8607846,0.113537],"study_design_scores_gemma":[0.0009671827,0.0002883272,0.05494224,0.01780979,0.0007456444,0.002239262,0.0006913847,0.001506986,0.001064377,0.006621677,0.9129341,0.0001889171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01621985,0.1314227,0.02653153,0.679945,0.04151044,0.005095554,0.01355589,0.0008829364,0.08483613],"genre_scores_gemma":[0.1013937,0.1335853,0.110648,0.5342991,0.03491095,0.0123768,0.03219718,0.0004833996,0.04010567],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01295724,"threshold_uncertainty_score":0.05661267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556936594104629,"score_gpt":0.2752134102923314,"score_spread":0.2496440443512851,"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."}}