MétaCan
Menu
Back to cohort

31 The New National Institute for Health and Care Excellence (NICE) TA314 Guidelines may have a Significant Impact on Implantable Cardioverter Defibrillator (ICD) and Cardiac Resynchronisation Therapy (CRT) Implant Rates in District General Hospitals

2015· article· en· W2304899516 on OpenAlexaboutno aff
Thabo Mahendiran, Oliver Gosling, Judith Newton, Dawn Giblett, Dan McKenzie, Mark Dayer

Bibliographic record

VenueHeart · 2015
Typearticle
Languageen
FieldMedicine
TopicCardiac pacing and defibrillation studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineNiceEjection fractionImplantable cardioverter-defibrillatorCardiac resynchronization therapyHeart failureCanadian Cardiovascular SocietyImplantQRS complexCardiologyExcellenceInternal medicineEmergency medicineSurgeryMyocardial infarction

Abstract

fetched live from OpenAlex

<h3></h3> Implantable cardiac electronic devices have revolutionised the management of heart failure in patients with a reduced ejection fraction, already on optimal medical therapy. In June 2014 the National Institute for Health and Care Excellence (NICE) released new guidelines (TA314) regarding implantable cardioverter defibrillator (ICD) and cardiac resynchronisation therapy (CRT) devices, updating and amalgamating previous guidelines (TA95 and TA120) that were released in January 2006 and May 2007 respectively. These new guidelines have broadened the indications for device implantation. We undertook an audit to investigate the impact of the new NICE guidelines on the potential implant rates of ICDs and CRT devices in patients diagnosed with heart failure. The clinical records of 396 consecutive patients admitted to hospital by the nurse-led heart failure service between 01/01/2013 and 15/08/2014 were reviewed. 48 patients died during their admission, 60 had no recorded ejection fraction, and 22 had an existing device and were excluded from further analysis. 291 patients were included in the analysis (Table 1). Applying the NICE TA95 and TA120 guidelines, a total of 46 devices were indicated: 10 ICDs, 25 CRT-P devices and 11 CRT-D devices. Applying the NICE TA314 guidelines, a total of 122 devices were indicated: 53 ICDs, 24 CRT-P devices and 45 CRT-D devices (Table 2). The 53 ICDs indicated by the new guidelines included patients with a left ventricular ejection fraction ≤35%, QRS duration &lt;120 milliseconds and a New York Heart Association class of I-III, who would be eligible for an ICD under our local policy due to high risk of sudden cardiac death. These findings suggest that a further 76 devices would be indicated under the new NICE TA314 guidelines which is a highly significant increase, p &lt; 0.0001 (Fisher’s exact test). This represents a potential extra 47 devices per annum. The additional 76 devices recommended by the 2014 guidelines corresponded mainly to an increase in the number of ICD and CRT-D devices, which represent the more expensive and technically challenging systems to instal. The estimated cost of the 46 devices recommended by the NICE TA95 and TA120 guidelines was £317,418. The estimated cost of the 122 devices recommended by the NICE TA314 guidelines was £1,148,725. This represented a potential £831,307 increase in spend on implantable cardiac devices over the study period. In conclusion, the new NICE guidelines for device therapy look set to significantly increase the number of patients for whom an implantable cardiac device is indicated. This has significant financial implications at both a local and national level, as well as consequences for workforce planning and training.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.028
Threshold uncertainty score0.552

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.076
GPT teacher head0.387
Teacher spread0.310 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations10
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueHeartSame topicCardiac pacing and defibrillation studiesFrench-language works237,207