Female Assessment of Male Erectile Dysfunction Detection Scale (FAME): Development and Validation
Why this work is in the frame
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Bibliographic record
Abstract
INTRODUCTION: Although erectile dysfunction (ED) affects both members of the couple, no tools exist for the detection of ED by the female partner. AIM: The aim of this study was to develop a scale for the detection of ED, as assessed by the female partner. METHODS: Development and validation of the Female Assessment of Male Erectile dysfunction detection scale (FAME) consisted of five stages: (i) two focus group discussions conducted among female partners of ED sufferers; (ii) item construction; (iii) initial content validation to document face validity and reduce number of items; (iv) final selection of items and investigation of concurrent validity and reliability, sensitivity and specificity of the scale in 83 Spanish-speaking couples; and (v) multicenter study conducted in a group of 106 English-speaking couples. Concurrent validity was assessed using Spearman's rho correlation coefficients between FAME and clinical diagnosis, the Sexual Health Inventory for Men (SHIM), and the erectile function domain of the International Index of Erectile Function (IIEF-EF). Reliability was tested using Cronbach's alpha, and sensitivity and specificity was investigated using clinical diagnosis as the gold standard criterion. MAIN OUTCOME MEASURES: Validity, reliability, specificity, and sensitivity of the FAME scale when correlated with SHIM, IIEF-EF, and clinical diagnosis. RESULTS: Qualitative analysis yielded 44 clues; 21 items demonstrated statistical significance as the best discriminating items using a t-test for independent samples. A final scale of six items was tested for validity, reliability, specificity, and sensitivity. FAME correlated significantly with clinical diagnosis (0.791, P < 0.001), the SHIM (0.788, P < 0.001), and the IIEF-EF (0.777, P < 0.001). Additional support for discriminant validity was obtained with receiver operating characteristics analysis. Cronbach's alpha was 0.941. Sensitivity was 96.1% and specificity 86.0%. CONCLUSIONS: Accurate detection of ED in men by the female partner is possible. In this study, FAME demonstrated concurrent validity and very good reliability, as well as excellent sensitivity and specificity.
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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 it