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Record W4289345609 · doi:10.21203/rs.3.rs-1897426/v1

Stereotactic radiosurgery for Koos grade IV vestibular schwannoma in young patients: a multi-institutional study

2022· preprint· en· W4289345609 on OpenAlexaff
Stylianos Pikis, Georgios Mantziaris, Zhiyuan Xu, Rithika Kormath Anand, Ahmed M. Nabeel, Darrah Sheehan, Kimball Sheehan, Wael A. Reda, Sameh R. Tawadros, Khaled Abdelkarim, Amr M. N. El-Shehaby, Reem Emad Eldin, Selçuk Peker, Yavuz Samancı, Tehila Kaisman‐Elbaz, Herwin Speckter, Wenceslao Hernández, Julio Isidor, Manjul Tripathi, Renu Madan, Brad E. Zacharia, Lekhaj Daggubati, Nuria Martínez Moreno, Roberto Martínez Álvarez, Anne-Marie Langlois, David Mathieu, Christopher P. Deibert, Vivek Sudhakar, Christopher P. Cifarelli, Denisse Arteaga Icaza, Daniel T. Cifarelli, Zhishuo Wei, Ajay Niranjan, Gene H. Barnett, L. Dade Lunsford, Greg Bowden, Jason P. Sheehan

Bibliographic record

VenueResearch Square · 2022
Typepreprint
Languageen
FieldMedicine
TopicMeningioma and schwannoma management
Canadian institutionsUniversity of AlbertaUniversité de Sherbrooke
Fundersnot available
KeywordsMedicineRadiosurgerySchwannomaAdverse effectSurgeryRetrospective cohort studyVertigoRadiological weaponProgression-free survivalRadiation therapyOverall survivalInternal medicine

Abstract

fetched live from OpenAlex

Abstract Purpose Surgery is the treatment of choice for large vestibular schwannomas (VS). Stereotactic radiosurgery (SRS) has been suggested as an alternative to resection in selected patients. However, the safety and efficacy of SRS in Koos grade IV patients ≤45 years old has not been evaluated. The aim of this study is to describe the clinical and radiological outcomes of Koos grade IV in young patient managed with a single-session SRS. Methods This retrospective, multicenter analysis included SRS-treated patients, ≤45 years old presenting with non-life threatening or incapacitating symptoms due to a Koos Grade IV VS and with follow-up ≥ 12 months. Tumor control and neurological outcomes were evaluated. Results 176 patients (median age of 36.0 (IQR 9) and median tumor volume of 9.3 cm3 (IQR 4.7)) were included. The median prescription dose was 12 Gy (IQR 0.5). Median follow-up period was 37.5 (IQR 53.5) months. The 5- and 10-year progression-free survival was 90.9 and 86.7%. Early tumor enlargement occurred in 10.9% of cases and was associated with tumor progression at the last follow-up. The probability of serviceable hearing preservation at 5- and 10-years was 56.8% and 45.2%, respectively. The probability of improvement or preservation of facial nerve function was 95.7% at 5 and 10-years. Adverse radiation effects were noted in 19.9%. New-onset hydrocephalus occurred in 4.0%. Conclusion Single-session SRS is a safe and effective alternative to surgical resection in selected patients ≤45 years old particularly those with medical co-morbidities and those who decline resection. Longer term follow up is warranted.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.124
GPT teacher head0.413
Teacher spread0.289 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations0
Published2022
Admission routes1
Has abstractyes

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