Impact of SARS-CoV-2 pandemic in a phase II cardiac rehabilitation programme: looking back
Bibliographic record
Abstract
Abstract Introduction SARS-CoV-2 has affected the whole world as a global health pandemic in 2020. A nationwide home confinement was declared in our country by beginning of March. Cardiac rehabilitation programs (CRP) had to adapt to new health requirements and the impact of these changes is unknown. Purpose To analyse the impact of COVID-19 pandemic in improvement of cardiopulmonary exercise test (CPET) with maximal oxygen consumption uptake (VO2max) and control of cardiovascular risk factors in patients with cardiovascular established disease (coronary heart disease, heart failure or cardiac surgery) included in the phase II of our centre CRP. Methods 510 consecutive patients were evaluated. A maximal CPET was performed for each patient from the beginning and at the end of phase II of CRP. Enrolled patients were divided in two groups: from March 2019 to March 2020 (before Covid pandemic) and second one, from the beginning of the pandemic in March 2020 until February 2021. Results 296 patients were studied in preCovid group and 214 patients were studied in Covid group. There were no statistically significant differences between these two groups in reference to cardiovascular risk factors and medical treatment (Figure 1). 82.7% of patients completed a hospital-based program in preCovid group vs 36% in Covid (p=0.001). Comparing the percentage of patients that accomplished the risk factors control targets between pre- and Covid group, statistically significant differences have been seen referring to systolic BP <140mmHg (85.1 vs 95.4%, p=0.001) and cLDL <70 mg/dl (67.2 vs 77.7%, p=0.003). However, in terms of glucose control (fasting blood glucose <110 mg/dl: 78.4 vs 82.2%, p=0.612; HbA1c <7%: 90.7 vs 92.7%, p=0.464) and weight control (BMI: 27.8±4.69 kg/m2 vs 27.3±4.07 kg/m2, p=0.299) this could not be established. There were no differences in psychological attention demand (27 vs 23.3%, p=0.695). Statistical differences between two groups were found in terms of VO2max at the beginning phase II CPET (22.7±7 vs 20±5 ml/min/kg, p=0.006) and ending phase II CPET (24±7 vs 21±6, p=0.001). Nevertheless, no differences were found in the final phase II CPET improvement between both groups (1.4±4.1 ml/kg/min vs 0.81±2.9 ml/kg/min; p=0.221) (Figure 2). Conclusions SARS-CoV-2 changed our practice from an in-hospital based phase II CRP to a home-based phase II CRP. COVID-19 pandemic had no negative impact in the control of risk factors in our phase II patients. In our experience, despite preCovid phase II patients have a better functional capacity in terms of VO2max, the improvement in VO2max after phase II CRP persists in the SARS-CoV-2 era. This might show that an accurate structure of home-based program could also have great results. Funding Acknowledgement Type of funding sources: None.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".