Defining the role of fiberoptic sigmoidoscopy in the investigation of patients presenting with bright red rectal bleeding
Bibliographic record
Abstract
OBJECTIVE: This study was done to determine whether sigmoidoscopy could theoretically constitute sufficient investigation for some patients with bright red rectal bleeding. METHODS: One hundred and forty-three patients undergoing investigative colonoscopy for bright red rectal bleeding and whose source of bleeding was identified were studied. The investigation took place in a large urban hospital over an 11-month period. Data obtained included changes in stool pattern, characteristics of the bleeding, lesions identified, and the distance of the lesion from the anus. RESULTS: In patients younger than 55 yr, all serious lesions except for one malignancy in a patient with massive bleeding lay within 60 cm of the anus and theoretically within reach of the fiberoptic sigmoidoscope. The mixing of red blood with stool was commonly due to distal lesions, especially hemorrhoids. CONCLUSIONS: In young persons with bright red rectal bleeding, fiberoptic sigmoidoscopy may prove to constitute appropriate initial investigation.
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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) | 0.000 | 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 | 0.000 |
| 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".