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Record W1550198020 · doi:10.3171/2009.6.jns09716

Patients' perceptions of awake and outpatient craniotomy for brain tumor: a qualitative study

2009· article· en· W1550198020 on OpenAlexaff
Kathleen Joy O. Khu, Francesco Doglietto, Ivan Radovanovic, Faisal Taleb, Daniel Mendelsohn, Gelareh Zadeh, Mark Bernstein

Bibliographic record

VenueJournal of neurosurgery · 2009
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsToronto Western HospitalUniversity of Toronto
Fundersnot available
KeywordsMedicineCraniotomyPerioperativeAmbulatoryAwake craniotomyOutpatient surgeryThematic analysisQualitative researchPatient satisfactionPatient experienceAmbulatory careHealth careSurgeryAnesthesiaEmergency medicine

Abstract

fetched live from OpenAlex

OBJECT: Routine and nonselective use of awake and outpatient craniotomy for supratentorial tumors has been shown to be safe and effective from a medical standpoint. In this study the authors aim was to explore patients' perceptions about awake and outpatient craniotomy. METHODS: Qualitative research methodology was used. Two semistructured, open-ended interviews were conducted with 27 participants, who were ambulatory adult patients who underwent craniotomy for brain tumor excision between October 2008 and April 2009. The participants were each assigned to one of the following categories: 1) awake outpatient; 2) awake inpatient; 3) outpatient under general anesthesia; and 4) inpatient under general anesthesia. Interviews were audiotaped and transcribed, and the data were subjected to thematic analysis. RESULTS: The following 6 overarching themes emerged from the data: 1) patients had a positive experience with awake craniotomy; 2) patient satisfaction with outpatient surgery was high; 3) patients understood the rationale behind awake surgery; 4) patients were surprised that brain surgery can be done on an outpatient basis; 5) trust in one's surgeon was important; and 6) patients were more concerned about the disease than the procedure. CONCLUSIONS: The results reflected positively on the patients' awake and outpatient surgery experience, but there were some areas that require improvement, specifically perioperative pain control and postoperative care. These insights on patients' perspectives can lead to better delivery of care, and ultimately, improved health outcomes.

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)0.012
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.066

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.022
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0070.007
Scholarly communication0.0040.004
Open science0.0020.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.026
GPT teacher head0.342
Teacher spread0.316 · 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 designQualitative
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

Citations114
Published2009
Admission routes1
Has abstractyes

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