{"id":"W2162135053","doi":"10.1016/j.amjcard.2011.03.011","title":"Cognitive Impairment in Chronic Heart Failure and the Need for Screening","year":2011,"lang":"en","type":"editorial","venue":"The American Journal of Cardiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Heart failure; Comorbidity; Cognition; Cognitive impairment; Quality of life (healthcare); Physical therapy; Gerontology; Internal medicine; Psychiatry","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":[0.01174244,0.003357845,0.006203044,0.003971487,0.00227731,0.006607464,0.004005725,0.02395847,0.0049909],"category_scores_gemma":[0.04468077,0.001544342,0.00327386,0.002970109,0.00244226,0.003804715,0.001425422,0.03081652,0.002747374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003684126,"about_ca_system_score_gemma":0.004785715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005388361,"about_ca_topic_score_gemma":0.0140284,"domain_scores_codex":[0.9932594,0.001715847,0.001736232,0.000577891,0.002339191,0.0003714683],"domain_scores_gemma":[0.9449221,0.03169952,0.003468895,0.0007252763,0.01531849,0.003865667],"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":[0.0001470657,0.00003661471,0.0003755985,0.001244848,0.0001653266,0.0002724203,0.00003291199,0.00004743988,0.00003186056,0.0003007428,0.9841912,0.013154],"study_design_scores_gemma":[0.001290035,0.0003044956,0.009673691,0.009748614,0.002616211,0.001844094,0.0007376352,0.001002212,0.0002103479,0.002373413,0.9700021,0.0001972936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001504803,0.0304083,0.00007887007,0.08596061,0.8822255,0.00002306025,0.00009462369,0.00002372037,0.001034727],"genre_scores_gemma":[0.001140748,0.01660875,0.0001018849,0.02988152,0.9507759,0.00003180417,0.00005127617,0.000009252655,0.001398945],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02395847,"threshold_uncertainty_score":0.06210071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147026676607297,"score_gpt":0.3237572190528935,"score_spread":0.3090545513921638,"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."}}