{"id":"W2044348391","doi":"10.1093/eurjhf/hft028","title":"Heart Failure in Elderly Patients: Distinctive Features and Unresolved Issues","year":2013,"lang":"en","type":"review","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Heart failure; Clinical trial; Epidemiology; Intensive care medicine; Ageing; Gerontology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008851266,0.0007833106,0.002791333,0.0007375436,0.0001111233,0.0001655635,0.0002377944,0.0001913226,0.0002795497],"category_scores_gemma":[0.0002352079,0.0005236136,0.0007017299,0.0004004596,0.0001379166,0.0003071174,0.0001828241,0.001456161,0.0003233089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768512,"about_ca_system_score_gemma":0.0001780132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002380278,"about_ca_topic_score_gemma":0.00004339695,"domain_scores_codex":[0.9957108,0.001156053,0.001417107,0.0005262209,0.0006300142,0.0005597352],"domain_scores_gemma":[0.9979225,0.0001707985,0.0006153462,0.0004830665,0.0003277072,0.0004805482],"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":[0.00006173449,0.0003800123,0.001628855,0.003706985,0.0004875294,0.0005556907,0.0002378196,3.026253e-7,0.000002396328,0.00002333199,0.8045116,0.1884037],"study_design_scores_gemma":[0.002205653,0.001941499,0.003266301,0.01563824,0.0009865708,0.0007350899,0.0002002552,2.504303e-7,0.000001307833,0.00000690395,0.9746238,0.0003941363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005759225,0.9778272,0.000009489971,0.01901923,0.0002814239,0.00187042,0.00002135211,0.00004530232,0.0003496468],"genre_scores_gemma":[0.0006163223,0.9614096,0.03299818,0.0004621093,0.001229411,0.00003061307,0.0001412666,0.0002660281,0.002846516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1880096,"threshold_uncertainty_score":0.9997215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264473105485326,"score_gpt":0.2960552315284893,"score_spread":0.273410500473636,"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."}}