{"id":"W2947120317","doi":"10.1161/circheartfailure.119.006086","title":"Cognitive Domains and Postdischarge Outcomes in Hospitalized Patients With Heart Failure","year":2019,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; Cognition; MEDLINE; Internal medicine; Emergency 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":[0.0007181499,0.0003100094,0.0002821021,0.0006747035,0.0003330698,0.0005697539,0.0003585747,0.0003644708,0.0009527307],"category_scores_gemma":[0.004105222,0.0001231898,0.0003387099,0.0005329865,0.0002934601,0.0002977705,0.0004961913,0.0007473077,0.00008989107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006617946,"about_ca_system_score_gemma":0.0004221896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02410242,"about_ca_topic_score_gemma":0.02071157,"domain_scores_codex":[0.9997253,0.0000961473,0.00002940103,0.0000301956,0.00005884136,0.00006005067],"domain_scores_gemma":[0.9981305,0.0003889601,0.0007182502,0.00007249146,0.0002289887,0.0004608828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008320181,0.00004519538,0.998602,0.000004940367,0.00003032027,0.00002665099,0.00005009571,0.000066358,0.00002139524,0.000006996097,0.00004721755,0.001015679],"study_design_scores_gemma":[0.00000392602,0.00005427178,0.9995493,0.000003166455,0.00000724607,0.00002947541,0.00004515102,0.000256,0.00001158525,0.00001806053,0.00002016448,0.000001588704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995179,0.0001209523,0.00001971,0.00005302362,0.000003255326,0.000004099976,0.00008212186,0.00000138015,0.0001975939],"genre_scores_gemma":[0.9998065,0.00003132737,0.00002080922,0.00001313615,0.000004453517,0.000002439167,0.00008287515,2.429622e-7,0.0000382087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02410242,"threshold_uncertainty_score":0.04792428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006926601137656273,"score_gpt":0.2447440618087596,"score_spread":0.2378174606711033,"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."}}