{"id":"W4403428406","doi":"10.26787/nydha-2686-6838-2024-26-9-32-39","title":"QUALITY OF LIFE AND COGNITIVE IMPAIRMENT IN PATIENTS WITH CHRONIC HEART FAILURE","year":2024,"lang":"en","type":"article","venue":"Medical & pharmaceutical journal Pulse","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Cognitive impairment; Quality of life (healthcare); Cognition; Medicine; Psychology; Cardiology; Psychiatry; Psychotherapist","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":[0.000727482,0.0002289817,0.0003802735,0.0006097598,0.000318203,0.0004601627,0.0001762956,0.0002977103,0.002323304],"category_scores_gemma":[0.002530784,0.00008071517,0.0004097424,0.0006168963,0.0001791834,0.0002776667,0.0003349558,0.0004807441,0.0001332123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725524,"about_ca_system_score_gemma":0.0001918046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807613,"about_ca_topic_score_gemma":0.001663907,"domain_scores_codex":[0.9995925,0.0001349225,0.00004872386,0.00004414572,0.0001121086,0.00006754221],"domain_scores_gemma":[0.9989907,0.000198976,0.0004352647,0.00002977693,0.0001450122,0.0002001669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002542016,0.0001821664,0.9949108,0.00007154982,0.0001547371,0.00004980731,0.0001061813,0.00007429971,0.00009163439,0.00002347977,0.0002134711,0.00386762],"study_design_scores_gemma":[0.00001391645,0.0002498659,0.9992325,0.00001463263,0.0000320563,0.00007460602,0.00008872239,0.0001109944,0.00001686761,0.00003150641,0.000131018,0.000003249115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99654,0.00167503,0.00006980308,0.0001417363,0.00002921688,0.00001815194,0.0005290985,0.000002208218,0.0009949675],"genre_scores_gemma":[0.999442,0.0001694494,0.0000384355,0.00002965401,0.00001493723,0.00001087813,0.0001890466,3.476672e-7,0.00010528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002323304,"threshold_uncertainty_score":0.007772207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438288984708385,"score_gpt":0.366397380704094,"score_spread":0.3420144908570101,"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."}}