{"id":"W4399128805","doi":"10.1002/ejhf.3285","title":"Impact of Malnutrition in Patients with Severe Heart Failure","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Malnutrition; Hazard ratio; Heart failure; Confidence interval; Internal medicine; Body mass index; Natriuretic peptide; Incidence (geometry); Logistic regression; Cohort; Cohort study; Clinical endpoint; Clinical trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008056386,0.0004557679,0.0003796364,0.0004369419,0.0003405845,0.0005169715,0.0001842114,0.0003988236,0.001096355],"category_scores_gemma":[0.002970208,0.0001397692,0.0003849007,0.0003881336,0.0002887914,0.0003770803,0.0006257405,0.0005282963,0.0001458113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173709,"about_ca_system_score_gemma":0.000317121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102601,"about_ca_topic_score_gemma":0.001584196,"domain_scores_codex":[0.9996144,0.0001949701,0.00003665226,0.00004644512,0.00005667892,0.00005077527],"domain_scores_gemma":[0.9985027,0.0003764096,0.0007390886,0.0000552445,0.00009670234,0.0002299695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003609261,0.00003613971,0.9947845,0.00003911897,0.00008553606,0.00008119704,0.00002063705,0.0001076285,0.0001423646,0.00001435406,0.000108902,0.004218783],"study_design_scores_gemma":[0.000009440838,0.0002246505,0.9987423,0.00002497629,0.00004890531,0.000365367,0.00004182447,0.000314931,0.00003711752,0.00005732411,0.0001292786,0.00000393505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969177,0.002103947,0.0001143272,0.0002466087,0.00001472276,0.000007151281,0.0001637646,0.000004672202,0.0004270932],"genre_scores_gemma":[0.9992229,0.0003672895,0.0001009858,0.00004590438,0.00003739385,0.000004422011,0.0001630011,8.124513e-7,0.00005728463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001096355,"threshold_uncertainty_score":0.004260659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325958821636673,"score_gpt":0.2875026286020458,"score_spread":0.274243040385679,"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."}}