Correlation between MR appearances of sacroiliac joint and inflammation activity in ankylosing spondylitis
Bibliographic record
Abstract
Objective To analyze the correlation between the Spondyloarthritis Research Consortium of Canada(SPARCC) score of MRI in ankylosing spondylitis(AS) and clinical bath ankylosing spondylitis disease activity index(BASDAI) score.Methods Forty patients with AS confirmed clinically were included.All the patients underwent sacroiliac joint MR examination,and then were evaluated using SPARCC score.According to the BASDAI score,the patients were divided into two groups:Static group and active group.Comparative analysis was done between two groups.Results There was statistical difference of SPARCC score between the two groups(P0.05).Spearman correlation coefficient between SPARCC score and BASDAI score was 0.39(P=0.014).Conclusion In evaluating the activity in sacroiliitis of AS,SPARCC score of sacroiliac joints is positively correlated with the clinical BASDAI score.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".