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The Berlin Heart EXCOR Pediatrics—The SickKids Experience 2004–2008

2010· article· en· W1843304525 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueArtificial Organs · 2010
Typearticle
Languageen
FieldEngineering
TopicMechanical Circulatory Support Devices
Canadian institutionsSickKids FoundationHospital for Sick Children
Fundersnot available
KeywordsMedicineExtracorporeal membrane oxygenationVentricular assist deviceCardiomyopathyDilated cardiomyopathyTransplantationVentricleSurgeryHeart failureHeart transplantationPopulationCardiologyInternal medicine

Abstract

fetched live from OpenAlex

The ventricular assist device (VAD) Berlin Heart EXCOR Pediatrics was utilized at our institution since 2004 for bridging pediatric patients to cardiac transplantation or myocardial recovery. The present study reviewed our results following VAD implantation. We retrospectively reviewed patients that underwent implantation of a VAD between October 2004 and October 2008. Data collected included age at implantation, gender, weight, underlying disease, pre- and postdevice clinical status, complications, and outcome. Fifteen patients were identified (9 female and 6 male, average age: 8.8 years, range 0.3-14.8; average weight 31.1 kg, range 5.2-86.4). Indications for VAD support were dilated cardiomyopathy in 14 patients and progressing heart failure with a single ventricle physiology (bidirectional Glenn shunt) in one patient. Three patients (20%) were bridged from extracorporeal membrane oxygenation to VAD. Average support was 29 (1-108) days. Fourteen patients were on a bi-VAD, one patient (single ventricle) had single VAD support. Three patients developed mediastinal/pericardial fluid collections, requiring surgical exploration in two, and drain insertion in one. Three patients presented with neurological symptoms. In two patients, a total of three blood pumps were exchanged due to thrombus formation. No patient was weaned off the VAD; two patients (13%) died on the VAD. All surviving patients are neurologically intact at follow-up. In our experience, VAD support provides an effective means of bridging children with advanced dilated cardiomyopathy or heart failure to transplantation with a relatively small number of complications and deaths given the complexity of the patient population.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.699
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0010.001

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 head0.012
GPT teacher head0.229
Teacher spread0.217 · 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