{"id":"W3067858376","doi":"10.1002/ehf2.12909","title":"Cognitive Test Results are Associated with Mortality and Rehospitalization in Heart Failure: Swedish Prospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Skånes universitetssjukhus; Lund University Medical Faculty Foundation; Region Skåne; Hulda och E Conrad Mossfelts Stiftelse för Vetenskaplig Forskning Inom Hjärt- och Kärlsjukdomarnas Område; Crafoordska Stiftelsen","keywords":"Medicine; Interquartile range; Hazard ratio; Montreal Cognitive Assessment; Internal medicine; Proportional hazards model; Prospective cohort study; Heart failure; Confidence interval; Body mass index; Cohort; Digit symbol substitution test; Atrial fibrillation; Cognitive test; Cardiology; Physical therapy; Cognition; Disease; Cognitive impairment; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005577197,0.0003940717,0.0008082954,0.00012895,0.0001547115,0.00008371793,0.00005760949,0.0001378686,0.00006105955],"category_scores_gemma":[0.001599647,0.0003276727,0.00007157949,0.0009355845,0.0001263203,0.0002746004,0.00008858764,0.0004231693,0.00004966738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957759,"about_ca_system_score_gemma":0.0001221018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002629039,"about_ca_topic_score_gemma":0.004274586,"domain_scores_codex":[0.9972091,0.0001883796,0.0005084759,0.00096233,0.0006713957,0.000460375],"domain_scores_gemma":[0.9986805,0.0002087428,0.000149349,0.0002964747,0.0003040971,0.0003607914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003012436,0.001276182,0.9589022,0.00005194254,0.0003527426,0.0002366774,0.001742105,0.000003261993,0.00005130189,0.00001172488,0.03705541,0.00001520109],"study_design_scores_gemma":[0.008831526,0.00297038,0.9758056,0.0004157595,0.0004390346,0.00001251153,0.004849199,0.00008539335,0.0001545528,0.00001044,0.006097377,0.0003282389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338979,0.00003997783,0.00002014021,0.05957178,0.00003585634,0.005777509,0.0001168764,0.0002475587,0.0002923619],"genre_scores_gemma":[0.99697,0.000005089766,0.0007153216,0.001217627,0.000142051,0.0003294394,0.0003230722,0.00005257562,0.0002447996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06307209,"threshold_uncertainty_score":0.9999175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056444990084493,"score_gpt":0.2781648325743025,"score_spread":0.2576003826734575,"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."}}