Trastorno Neurocognitivo Leve en el Climaterio con Evaluación Cognitiva Montreal
Bibliographic record
Abstract
espanolLas mujeres en climaterio o transicion menopausica frecuentemente reportan quejas de memoria. El Estudio Esmeralda busca relacionar los Sintomas del Climaterio (SC) femenino en sus diferentes etapas: premenopausia (etapa -2, temprana de la transicion menopausica), perimenopausia (etapas -1 y +1a, tardia de la transicion menopausica y temprana de postmenopausia) y postmenopausia (etapas +1b, +1c y +2, temprana de postmenopausia con tardia de postmenopausia), con posible deterioro del funcionamiento intelectual, que pudiera llevar a sospechar de Trastorno Neurocognitivo leve (TNCl). La muestra final quedo conformada por 100 mujeres con alto nivel de escolaridad entre 40 y 60 anos de edad. Se realizo un estudio no experimental transversal con muestreo no probabilistico, utilizando la Evaluacion Cognitiva Montreal (MoCA). Se obtuvieron resultados normativos en 43.27% de la muestra y Deterioro Cognitivo Leve (DCL) en 56.73%, encontrando diferencia de medias significativas al nivel 0.05 en las tres etapas de climaterio, resultando la mayor incidencia en perimenopausia, etapa de mayor disminucion de estrogenos. Se concluye que cambios en la funcion intelectual, pueden estar asociados a variacion hormonal. Se puede determinar TNCl en forma temprana, en busca de una atencion primaria y puesta en marcha de reactivacion de funciones intelectuales EnglishWomen in the climacteric stage or menopausal transition, frequently report complaint in memory. Emerald Study search relate feminine climacteric syndrome in their different steps: premenopause (stage -2 early menopausal transition), perimenopause (stages -1 and +1a late menopausal transition and early postmenopause) and postmenopause (stages +1b, +1 c and +2 early postmenopause with late postmenopause), with a possible mild cognitive impairment, that carry on suspect of Mild Neurocognitve Disorder (mNCD). The final sample were 100 women with high schooling level between 40 and 60 years old. A nonexperimental, non-probability cross-sectional study was conducted through the Montreal Cognitive Assessment (MoCA). Normative results were obtained in 43.27% and mNCD in 56.73%, finding difference of significant means at the 0.05 level in the three stages of climacteric, resulting in the highest incidence in perimenopause, stage of greatest decrease in estrogen. It is concluded that changes in intellectual function may be associated with hormonal variation. mNCD can be determined early, in search of primary care and start-up of reactivation of intellectual functions
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".