MétaCan
Menu
Back to cohort
Record W1505496665 · doi:10.1177/229255030601400301

Bear Maulings Treated in Calgary, Alberta: Their Management and Sequelae

2006· article· en· W1505496665 on OpenAlexaffvenueabout
Ryan C. Frank, Raman C. Mahabir, Enzio Magi, Robert Lindsay, William de Haas

Bibliographic record

VenueCanadian Journal of Plastic Surgery · 2006
Typearticle
Languageen
FieldImmunology and Microbiology
TopicRabies epidemiology and control
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicineFoothillsSurgeryDebridement (dental)Pulmonary embolismMajor trauma

Abstract

fetched live from OpenAlex

BACKGROUND: Between 1994 and 2005, seven patients underwent surgery at the Foothills Medical Centre, Calgary, Alberta, for injuries sustained in bear maulings. The purpose of the present study was to document these cases and add to the literature on the management and the potential complications of bear attacks. METHODS: Data were collected retrospectively from charts. RESULTS: Seven patients were treated for injuries ranging from lacerations and puncture wounds to fractures and avulsed tissue. On average, patients underwent three operations and spent 22 days in hospital. Mean time from attack to arrival at the trauma centre was 19 h. Irrigation, debridement and intravenous antibiotics did not prevent wound infections in two patients. Six of seven patients developed acute stress disorder, and one of these patients went on to suffer from post-traumatic stress disorder. Complications ranged from infection to pulmonary embolism. CONCLUSIONS: Bear attacks result in a spectrum of injuries. Infections and psychiatric disorders are common sequelae.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.041
Threshold uncertainty score0.981

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)0.0000.000

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 head0.009
GPT teacher head0.178
Teacher spread0.169 · 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.

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

Citations23
Published2006
Admission routes3
Has abstractyes

Explore more

Same venueCanadian Journal of Plastic SurgerySame topicRabies epidemiology and controlFrench-language works237,207