{"id":"W4385378160","doi":"10.1016/j.hlc.2023.06.081","title":"Heart Failure and Cognitive Impairment: Is it a Causal Relationship?","year":2023,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Subclinical infection; Cardiology; Montreal Cognitive Assessment; Internal medicine; Cognition; Heart failure; Medicine; Atrial fibrillation; Cognitive impairment; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005749816,0.000813329,0.001158678,0.001529999,0.001322005,0.002559455,0.002183517,0.004062531,0.01183221],"category_scores_gemma":[0.021723,0.001139141,0.002930227,0.002253664,0.001887704,0.002995803,0.001382418,0.003687271,0.0004702079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004803053,"about_ca_system_score_gemma":0.002044545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109097,"about_ca_topic_score_gemma":0.01355444,"domain_scores_codex":[0.9971576,0.001533929,0.0002458156,0.0003744281,0.0003399463,0.0003482672],"domain_scores_gemma":[0.976254,0.01585266,0.00313073,0.001968993,0.001055373,0.001738271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001463716,0.0006223203,0.9783778,0.0004593628,0.004424741,0.0005642502,0.0005695878,0.00008395037,0.0001749304,0.001761639,0.0009435685,0.01055421],"study_design_scores_gemma":[0.0005334851,0.001111359,0.985356,0.000422257,0.004216399,0.0006666323,0.002124235,0.0001902394,0.0001040246,0.003105422,0.002120059,0.00004980186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766544,0.08383083,0.001298109,0.01703499,0.001827248,0.0001193479,0.001095877,0.0000495778,0.01808954],"genre_scores_gemma":[0.9852605,0.009387172,0.0004995021,0.001818544,0.001526905,0.00004470397,0.0003099805,0.000009216173,0.001143353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01183221,"threshold_uncertainty_score":0.03958267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04125615564715822,"score_gpt":0.3126063818358039,"score_spread":0.2713502261886456,"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."}}