Renal Colic: Comparison of Use and Outcomes of Unenhanced Helical CT for Emergency Investigation in 1998 and 2002
Bibliographic record
Abstract
PURPOSE: To determine retrospectively whether there had been any change between 1998 and 2002 in the use and outcome of computed tomography (CT) performed in the emergency department for patients presenting with symptoms of renal colic. MATERIALS AND METHODS: Approval from the Research Ethics Board was obtained, and informed consent was waived. All CT examinations ordered from the emergency department of a tertiary care hospital and performed from July to December 1998 and July to December 2002 were identified. Reports were reviewed, and results were categorized as either (a) positive for urinary tract calculus disease (category I), (b) indicative of an alternate diagnosis (category II), or (c) negative for findings to account for the patient's symptoms (category III). The corresponding emergency department charts were reviewed for urine dipstick results for hematuria and for patient history of stone disease. For statistical analysis, chi2 testing and odds ratios were used. RESULTS: During the 6-month period in 1998, 179 CT examinations were performed in patients who were admitted to the emergency department. During the same period in 2002, 234 CT examinations were performed. After correction for the total number of emergency department visits, it was determined that there was a relative increase of 21.3% (95% confidence interval: -0.0009, 0.47) in number of CT examinations performed in the emergency department. A total of 117 (65.4%) of 179 CT studies in 1998 and 153 (65.4%) of 234 CT studies in 2002 demonstrated renal calculus disease (category I), nine (5.0%) of 179 CT studies in 1998 and 17 (7.3%) of 234 CT studies in 2002 were used to identify an alternate diagnosis for patient symptoms (category II), and 53 (29.6%) of 179 CT studies in 1998 and 64 (27.4%) of 234 CT studies in 2002 were negative (category III). There were no significant differences between the rates of category I, II, or III results and the positivity rates for hematuria and urinary tract stone history during 1998 and 2002. CONCLUSION: Despite a definite trend of increased CT use during 1998 and 2002, there was no significant decrease in the rates of positive renal colic results or alternate diagnoses.
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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 | 0.000 | 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".