{"id":"W2329944461","doi":"10.1016/j.hlc.2012.05.193","title":"Cognitive Impairment in Heart Failure Patients","year":2012,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Cognitive impairment; Cognition; Medicine; Activities of daily living; Heart failure; Physical therapy; Gerontology; Audiology; Psychiatry; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002718993,0.00008772792,0.0001373703,0.0001271858,0.00006426247,0.0000174047,0.000009829254,0.00005421426,0.0001766569],"category_scores_gemma":[0.00004071375,0.00008039291,0.00003827597,0.0001518269,0.00002983997,0.0001865454,0.00001939132,0.0001175741,0.00005475913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006197619,"about_ca_system_score_gemma":0.00002684451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002709369,"about_ca_topic_score_gemma":0.000004399609,"domain_scores_codex":[0.9990501,0.00006866418,0.0001467997,0.0001524174,0.0002746444,0.0003074195],"domain_scores_gemma":[0.9996239,0.00003707296,0.00001907184,0.00006218981,0.0000954307,0.0001623118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007006211,0.0003918573,0.9968981,0.00005873029,0.00001443275,8.64386e-7,0.0002951485,3.435655e-7,0.0005348511,0.00001988309,0.000715222,0.001000569],"study_design_scores_gemma":[0.002133358,0.0001704602,0.9955183,0.000128823,0.00003556472,0.00001495486,0.000252671,0.0001727658,0.0003505913,0.00002275814,0.001117715,0.00008201207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975632,0.0002105951,0.00005568443,0.0007214202,0.00005046963,0.0006629993,0.000003373123,0.00002185495,0.000710358],"genre_scores_gemma":[0.9991546,0.000007309529,0.00007923829,0.0004534653,0.00008147295,0.00004799253,0.00007983637,0.000009951401,0.00008614307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002063296,"threshold_uncertainty_score":0.3278328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384593629933535,"score_gpt":0.3106035813634377,"score_spread":0.2967576450641024,"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."}}