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Record W2083638515 · doi:10.1002/lary.20204

Soft tissue complications after small incision pediatric cochlear implantation

2009· article· en· W2083638515 on OpenAlex
Taryn Davids, James D. Ramsden, Karen A. Gordon, Adrian L. James, Blake C. Papsin

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

VenueThe Laryngoscope · 2009
Typearticle
Languageen
FieldNeuroscience
TopicHearing Loss and Rehabilitation
Canadian institutionsSickKids FoundationHospital for Sick ChildrenUniversity of Toronto
Fundersnot available
KeywordsMedicineSurgerySoft tissueCochlear implantationSeromaImplantFixation (population genetics)HematomaComplicationCochlear implantAudiology

Abstract

fetched live from OpenAlex

OBJECTIVES/HYPOTHESIS: To report and analyze the soft tissue complications of 462 consecutive cochlear implants using a minimal access approach at a single institution. STUDY DESIGN: A retrospective case series analysis was performed. METHODS: A database of all patients implanted at our institution between January 2002 and December 2007 was searched, and 385 consecutive patients were identified. Postcochlear implantation notes and case records were searched for soft tissue complications. Soft tissue complications were divided into minor and major complications. All devices were implanted using a minimal access technique with device fixation in all but five patients. RESULTS: There were 385 consecutive children implanted with 462 cochlear implants. Of these, 322 were primary single-sided implants, 124 bilateral implants, and 16 reimplants for device failure. Median follow up was 2.9 years. There were two minor complications: one minor seroma and one postoperative hematoma, both were managed conservatively. There were five major complications: two soft tissue infections, one extrusion, and two major seromas leading to device migration. Four of the five major complications involved loss of device fixation. Three out of the five major complications required device explantation; the decision not to reimplant was made in two cases. CONCLUSIONS: An overall soft tissue complication rate of 1.51% (7/462) at our institution supports the use of a small incision technique combined with device fixation as a safe method of cochlear implantation. We believe that good fixation is especially important in pediatric implantation, because of the thinner soft tissue envelope and increased frequency of minor head trauma.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.970
Threshold uncertainty score0.856

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)0.0000.001

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 head0.028
GPT teacher head0.294
Teacher spread0.266 · 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