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Record W3193945353 · doi:10.1177/22925503211024753

Single Digit Index Finger Amputation—To Replant or Not?

2021· article· en· W3193945353 on OpenAlexaffabout
Marshall Thibedeau, Maleka Ramji, M. McKenzie, Justin Yeung, Duncan Nickerson

Bibliographic record

VenuePlastic Surgery · 2021
Typearticle
Languageen
FieldMedicine
TopicReconstructive Surgery and Microvascular Techniques
Canadian institutionsConcordia UniversityUniversity of Calgary
Fundersnot available
KeywordsReplantationNumerical digitAmputationMedicineContraindicationIndex (typography)Index fingerHand surgerySurgeryPhysical therapy

Abstract

fetched live from OpenAlex

Background: Single index finger replantation is often listed as a contraindication due to its hindrance of hand function when replanted. Recent studies demonstrate comparable subjective and global functional outcomes for index flexor zone II finger replants versus revision amputations. We therefore sought to identify current opinions of plastic surgery trainees and staff treating single index finger zone II amputations including influential patient and injury characteristics. Methods: With the approval of the Canadian Society of Plastic Surgery, a 17-question survey was sent via email to all listed members on 3 separate occasions. Participation was voluntary and survey responses were compiled and analyzed using SPSS statistical software. Results: Survey response rate was 38.5%. When asked whether the surgeon would replant a single index digit, flexor zone II, sharp amputation, 55.3% of respondents chose “yes,” while 44.7% responded “no.” Staff (51.5%) were less likely to replant a single index digit amputation. Likelihood of replant dropped substantially in crush (12.4%) and avulsion (17.1%) injury. Smoking was the most likely patient characteristic to change a surgeon’s decision (61.9%). Poor range of motion (77.5%) and patient satisfaction (72.5%) were the most frequently listed reasons not to replant. Conclusion: Among Canadian plastic surgeons, there exists disagreement in how single index flexor zone II amputations should be managed. In review of the literature, these notions and previous teaching around replants highlight many inherent surgeon biases with regard to the merit and value of single digit replantation.

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)0.000
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.419
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.010
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)0.0010.000

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 head0.041
GPT teacher head0.266
Teacher spread0.225 · 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.

Study designBench or experimental
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
Published2021
Admission routes2
Has abstractyes

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