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Record W4242918890 · doi:10.14740/jmc2402w

Fracture of Femur in a Young Obese Individual With Type 2 Diabetes, Hypogonadism and Low Vitamin D: As in the Titanic We Are Only Seeing the Tip of the Iceberg?

2016· article· en· W4242918890 on OpenAlexvenueno aff
Mohamed H. Ahmed, Bisoye F. Fagbohungbe, Jane Webber

Bibliographic record

VenueJournal of Medical Cases · 2016
Typearticle
Languageen
FieldMedicine
TopicHip and Femur Fractures
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineVitamin D and neurologyType 2 diabetesDiabetes mellitusOsteoporosisBody mass indexFemurPelvisFemur fractureObesityInternal medicinevitamin D deficiencyEndocrinologySurgeryPediatrics

Abstract

fetched live from OpenAlex

We report a case of a 42-year-old male with poorly controlled type 2 diabetes and body mass index (BMI) of 35 kg/m 2 who was admitted with fracture of right head of the femur after small fall from stepladder. Imaging of the pelvis in the form of an X-ray showed multi-fragmented fracture through trochanteric region of the right femur. His fracture was fixed with an intramedullary device. However, subsequent tests revealed low testosterone (4.2 nmol/L and reference range 10 - 35 nmol/L) and low vitamin D (13.2 nmol/L and reference range > 50). His bone densitometry scan showed no evidence of osteoporosis. Furthermore, his diabetes control was poor with an average HbA1c of 11% and he was also known to have background diabetic retinopathy. The combination of poor diabetes control, obesity, hypogonadism and low vitamin D may all have contributed to an increase in risk of fracture in association with simple fall in this young man. Obesity and type 2 diabetes are associated with hypogonadism and low vitamin D. In view of the high epidemic of diabetes and obesity, it is possible to suggest that there are large numbers of these individuals with high risk for fracture likely to be induced upon any mild degree of trauma. Furthermore, it is possible to suggest that obesity-induced fracture will increase the burden in orthopedic department and the current numbers of fractures related to obesity may represent the tip of iceberg. Our case report is unique as the fracture occurred in a young individual with all these metabolic disorders. Therefore, our case report illustrates the needs for close collaboration between orthopedic surgeons, general practioners and endocrinologists and importantly the need for robust methods for screening and risk stratifications. J Med Cases. 2016;7(2):77-79 doi: http://dx.doi.org/10.14740/jmc2402w

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0030.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0070.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.012
GPT teacher head0.263
Teacher spread0.251 · 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 designCase report
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
Published2016
Admission routes1
Has abstractyes

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