{"id":"W2994736134","doi":"10.1002/ehf2.12542","title":"Cognitive Impairment in Patients with Heart Failure: An International Study","year":2019,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; National Science Council; Riksförbundet HjärtLung; Forskningsrådet i Sydöstra Sverige; Vetenskapsrådet; Vårdalstiftelsen","keywords":"Heart failure; Medicine; Cognitive impairment; Internal medicine; Cardiology; Cognition; Intensive care medicine; 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":[0.001622338,0.0006511736,0.0007181246,0.001964815,0.0008831266,0.00119537,0.0005125158,0.0007112852,0.001284246],"category_scores_gemma":[0.002262094,0.0002606373,0.0007359164,0.002662252,0.0005436767,0.001027657,0.0009255268,0.0008099642,0.0003474809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930606,"about_ca_system_score_gemma":0.0003390963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005485832,"about_ca_topic_score_gemma":0.00445019,"domain_scores_codex":[0.9991201,0.0002654322,0.0001481092,0.0002048443,0.0001452766,0.0001162492],"domain_scores_gemma":[0.9983051,0.0002178411,0.0006508524,0.0001196881,0.000247752,0.0004587125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002404691,0.0001263172,0.9979661,0.0000259561,0.0001333872,0.00004966526,0.0001657071,0.00002056451,0.00005032234,0.00001785096,0.0001290948,0.001074553],"study_design_scores_gemma":[0.000040801,0.0001833636,0.9991145,0.00001420241,0.00005368671,0.0001136715,0.0002449968,0.00005440209,0.00001310581,0.00001739802,0.0001457144,0.00000431446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969102,0.0007868565,0.00008018483,0.0000765989,0.00001785416,0.00005130444,0.0008700072,0.000002973517,0.001204171],"genre_scores_gemma":[0.9983419,0.0003057251,0.00007132065,0.0001039425,0.00004636194,0.00005144554,0.0009575639,0.000002060693,0.0001195686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005485832,"threshold_uncertainty_score":0.01090783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00831177114886979,"score_gpt":0.2663699457492013,"score_spread":0.2580581746003315,"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."}}