{"id":"W2774843642","doi":"10.1097/hco.0000000000000489","title":"Individualizing the care of older heart failure patients","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Western University; University of Waterloo; Research Institute for Aging","funders":"","keywords":"Medicine; Heart failure; Cognitive impairment; Population ageing; Disease; Intensive care medicine; Cognition; Health care; Disease management; Population; Gerontology; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013746,0.0008384211,0.001511757,0.001832031,0.0002738537,0.001087011,0.001084045,0.001352985,0.002924565],"category_scores_gemma":[0.004449444,0.0002033765,0.0009780984,0.001352618,0.0003349772,0.001041562,0.0008413847,0.001528628,0.0009975111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005869496,"about_ca_system_score_gemma":0.002090791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695982,"about_ca_topic_score_gemma":0.003117807,"domain_scores_codex":[0.9993145,0.0001956529,0.0001545223,0.00008335056,0.0002075149,0.00004436901],"domain_scores_gemma":[0.9988152,0.0006331392,0.0002297711,0.00001827438,0.0002366583,0.00006692342],"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":[0.00005301681,0.00004580344,0.0003214312,0.08597974,0.0002999081,0.0001145337,0.0001034953,0.0002524789,0.0002404907,0.001222384,0.04243849,0.8689283],"study_design_scores_gemma":[0.00008026661,0.0001204947,0.003372254,0.1372036,0.001154507,0.0017267,0.0002092699,0.0002024672,0.0002481298,0.002158909,0.8534826,0.00004079053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005766031,0.9988249,0.00004660279,0.0004923716,0.0002376934,0.000007712098,0.00001381735,0.000003876433,0.0003153355],"genre_scores_gemma":[0.000551591,0.9986154,0.000123195,0.0003406975,0.0002546333,0.00001089456,0.00002165279,9.481181e-7,0.00008098099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002924565,"threshold_uncertainty_score":0.009783626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606775986556515,"score_gpt":0.4417213735135906,"score_spread":0.2810437748579391,"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."}}