Cefotetan-Induced Hemolytic Anemia After Laparoscopic Sleeve Gastrectomy
Bibliographic record
Abstract
The sleeve gastrectomy is one of several effective bariatric procedures, for morbid obesity. The use of prophylactic perioperative antibiotics in gastrointestinal operations has become standard of care, as it has been shown to reduce surgical site infections. Commonly recommended prophylactic antibiotics include a second or third generation cephalosporin such as cefazolin (Ancef, Kefzol), cefoxitin (Mefoxin) and cefotetan (Cefotan). However, cephalosporins have emerged as a leading cause of immune-mediated hemolytic anemia, with cefotetan and ceftriaxone topping the list. To increase awareness of this rare but potentially fatal phenomenon, we present a case of cefotetan-induced, hemolytic anemia in a patient who had recently undergone a laparoscopic sleeve gastrectomy for morbid obesity. J Curr Surg. 2014;4(2):52-54 doi: http://dx.doi.org/10.14740/jcs210w
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".