<i>De Novo</i> Acute Heart Failure Versus Acute Decompensated Chronic Heart Failure: Are There Differences in In-Hospital Outcomes and Mortality?
Bibliographic record
Abstract
Background: acute HF (dn-AHF) may have a more severe clinical presentation. Despite extensive research on HF, comparative data on in-hospital outcomes and mortality between these groups are scarce in Latin American countries. The aim of this study was to evaluate differences in in-hospital complications and mortality among patients hospitalized with either dn-AHF or ad-CHF. Methods: An ambispective study was conducted at a tertiary hospital in Colombia, including 780 patients hospitalized for acute HF. Patients were classified as dn-AHF or ad-CHF, and sociodemographic, clinical, and in-hospital outcomes were compared using bivariate analysis. A Firth penalized logistic regression model was used to assess the association between dn-AHF and in-hospital mortality. Results: Of these patients, 39.2% had dn-AHF, and 60.8% had ad-CHF. Median ages were 67 (interquartile range (IQR): 56 - 76) and 66 (IQR: 55 - 79) years, respectively. Both groups had a predominance of reduced left ventricular ejection fraction, with median values of 30% in ad-CHF and 34% in dn-AHF. Ad-CHF patients had more comorbidities, whereas dn-AHF patients showed higher rates of cardiac and non-cardiac complications. Intensive care unit (ICU) admission rates were similar, the need for invasive mechanical ventilation (P < 0.001) and the occurrence of infections (P = 0.049) were significantly more frequent in patients with dn-AHF. In-hospital mortality was higher in dn-AHF than ad-CHF (9.8% vs. 5.5%, P = 0.023). After adjustment, dn-AHF remained independently associated with greater in-hospital mortality (odds ratio (OR): 1.87; 95% confidence interval (CI): 1.07 - 3.31; P = 0.029). Conclusions: Patients with dn-AHF experienced more in-hospital complications and higher mortality than those with ad-CHF, despite similar ICU admission rates and fewer comorbidities. These results highlight the prognostic importance of dn-AHF and underscore the need for early identification, vigilant monitoring, and phenotype-specific management from admission to improve outcomes, particularly among patients with reduced ejection fraction.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".