The Diagnostic Validity of Clinical Tests in Temporomandibular Internal Derangement: A Systematic Review and Meta-analysis
Bibliographic record
Abstract
PURPOSE: To assess the diagnostic validity of clinical tests for temporomandibular internal derangement relative to magnetic resonance imaging (MRI). METHODS: MEDLINE and Embase were searched from 1994 through 2009. Independent reviewers conducted study selection; risk of bias was assessed using Quality Assessment of studies of Diagnostic Accuracy included in Systematic reviews (QUADAS); ≥9/14) and data abstraction. Overall quality of evidence was profiled using Grading of Recommendations Assessment, Development, and Evaluation (GRADE). Agreement was measured using quadratic weighted kappa (κw). Positive (+) or negative (-) likelihood ratios (LR) with 95% CIs were calculated and pooled using the DerSimonian-Laird method and a random-effects model when homogeneous (I(2)≥0.40, Q-test p≤0.10). RESULTS: We selected 8 of 36 studies identified. There is very low quality evidence that deflection (+LR: 6.37 [95% CI, 2.13-19.03]) and crepitation (LR:5.88 [95% CI, 1.95-17.76]) as single tests and crepitation, deflection, pain, and limited mouth opening as a cluster of tests are the most valuable for ruling in internal derangement without reduction (+LR:6.37 [95% CI, 2.13-19.03]), (-LR:0.27 [95% CI, 0.11-0.64]) while the test cluster click, deviation, and pain rules out internal derangement with reduction (-LR: 0.09 [95% CI, 0.01-0.72]). No single test or cluster of tests was conclusive and of significant value for ruling in internal derangement with reduction. CONCLUSIONS: Findings of this review will assist clinicians in deciding which diagnostic tests to use when internal derangement is suspected. The literature search revealed a lack of high-quality studies; further research with adequate description of patient populations, blinded assessments, and both sagittal and coronal MRI planes is therefore recommended. Findings of this review will assist clinicians in deciding which diagnostic tests to use when internal derangement is suspected. The literature search revealed a lack of high-quality studies; further research with adequate description of patient populations, blinded assessments, and both sagittal and coronal MRI planes is therefore recommended.
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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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.012 | 0.002 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 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".