Association Between Self-reported Adherence to a Low-Sodium Diet and Dietary Habits Related to Sodium Intake in Heart Failure Patients
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Bibliographic record
Abstract
BACKGROUND: Sodium restriction is the primary dietary therapy in heart failure (HF); however, assessing sodium intake is challenging to clinicians, who commonly rely on patients' self-report of following a low-sodium diet to determine adherence. It is important to further explore the utility of self-reported adherence to a low-sodium diet in patients with HF. OBJECTIVES: The objective of this study was to evaluate the association between patients' self-reported adherence to a low-sodium diet and dietary habits related to sodium intake in patients with chronic HF. METHODS: Patients with HF seen in a tertiary care Heart Function Clinic and who have been taught on a low-sodium diet with a target of less than 2300 mg/d were included. Self-perception of compliance and dietary habits related to sodium intake was evaluated by using a dietary questionnaire. Patients were divided into 3 groups according to self-reported adherence to a low-sodium diet: never, sometimes, and always. RESULTS: Overall, 237 patients (median age, 66 years, 72.6% men) were included. Compared with the other 2 groups, patients who stated always following a low-sodium diet were less likely to use salt in cooking or at the table. However, 4.2% of the patients in the always group reported eating canned or package soups every day. Moreover, the highest proportion of patients eating fast foods 1 to 3 times a week was found among those in the sometimes group (22.9%) compared with the never (9.1%) and always (6.7%) groups (P = .002). Importantly, the rest of the food items did not show any significant differences between self-reported adherence groups. CONCLUSION: Self-report of adherence to a low-sodium diet is not reliable among patients with HF, who associate the idea of following a low-sodium diet mainly with not using salt for cooking or at the table but not with reducing frequency of intake of high-sodium processed foods.
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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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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 it