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Record W2001732343 · doi:10.4103/2230-8210.123539

Renaming gestational diabetes mellitus: A psychosocial argument

2013· article· en· W2001732343 on OpenAlexaboutno aff
Bharti Kalra, Yashdeep Gupta, ManashP Baruah

Bibliographic record

VenueIndian Journal of Endocrinology and Metabolism · 2013
Typearticle
Languageen
FieldMedicine
TopicGestational Diabetes Research and Management
Canadian institutionsnot available
Fundersnot available
KeywordsGestational diabetesMedicinePsychosocialPregnancyMedical prescriptionDiabetes mellitusArgument (complex analysis)PsychiatryGestationNursingEndocrinology

Abstract

fetched live from OpenAlex

“My mother-in-law thinks I had diabetes since childhood,” cried our patient during a follow-up visit, 3 days after having been diagnosed with gestational diabetes mellitus (GDM). “I have nothing to do with this treatment,” declared her husband as the insulin prescription was handed to him, adding that her brothers should bear the expenses of such “costly” therapy. A few days later, she suffered intrauterine fetal loss. Quite predictably, marital discord followed. Improbable as it may seem, such lack of empathy to antenatal women is not uncommon in societies with gender discrimination. The diagnosis of GDM is accompanied by significant psychological complications. Maternal stress is not the only negative impact that comes with GDM. A “diabetic” label may lead to family conflicts, especially in gender-bias cultures. Suggestions, such as the existence of diabetes prior to marriage, purposely not disclosed to in-laws, are common. Other innuendo that women face include opinions about GDM being her fault, as she eats too much, or does not carry out her fair share of domestic chores. Maternal concerns include fear for the unborn child's health, and one's own biological, social, and nutritional health. While we understand that this sounds unreal to some readers, it is harsh reality for many. Seen not only in India, studies around the globe also validate the effect of psychological ill effects with diagnosis of GDM. A Canadian study described the experiences of women diagnosed with GDM as “living a controlled pregnancy,” followed by a process of adaptation to the diagnosis while burdened by the moral obligation to be a responsible mother and being worried about potential impact on future health.[1] Another study from the United States on women with GDM and type 2 diabetes identified three primary themes such as concern for the infant, concern for self, and sensing a loss of personal control over their health.[2] An elegant study exploring the experiences of Swedish women describes the diagnosis of GDM as a process of “stun to gradual balance.”[3] Evidence suggests that a diagnosis of GDM may increase a woman's anxiety,[4] result in poorer health perceptions and a less positive pregnancy experience when compared with nondiabetic controls.[5] The maternal exposure to unwanted stress, especially with diagnosis of GDM may, in fact, increase the risk of type 1 and type 2 diabetes in the unborn offspring.[67] A possible mediator is increased corticosteroid exposure to the fetus, which is inadequately protected by an “immature 11 β-hydroxysteroid dehydrogenase system in the placenta during the early pregnancy.”[8] The phrase GDM brings with it significant psychosocial morbidity. The main aim of timely diagnosis of GDM is to improve short-term maternal and fetal outcomes. The other important aim is to recognize women who stand at high risk for future diabetes and cardiovascular disease and motivate them for lifestyle modification. The two large trials evaluating women for short-term maternal and neonatal outcomes had found that 80%-90% of women were controlled on medical nutrition therapy alone.[910] Thereafter, some may not have diabetes for their rest of life and the others at variable time interval. The rates of progression to diabetes may not even be akin to prediabetes, especially with newer American Diabetes Association criteria for diagnosis.[11] Do we, then, really need to couple the term “diabetes mellitus” with “Gestational” which in literary sense is defined as “onset or first recognition in pregnancy” in the terminology of GDM.[11] Irrespective of cutoffs as defined by various tests for diagnosis of GDM, what we are trying, is to assess the degree of glucose tolerance. Subjects who do not “pass” these tests should be labelled exactly so: “Glucose intolerant.” This is similar to the older term “carbohydrate intolerance of pregnancy”, but is more specific. Alternatives like Gestational Dysglycemia of Nutritional Origin (GDNO); “Pregnancy Related Intolerance to Glucose” (PRIG) highlight pathophysiology, and reinforce the near-universal need for, and adequacy of Medical Nutrition therapy (MNT).[12] With this onomastic (renaming) exercise, the negative effects of phrase “GDM” can be minimized, without diluting the positive impact of therapeutic intervention. These terms will avoid the social stigma of diabetes mellitus that “GDM” label carries and prevent discrimination that may occur against young, newly married women with GDM. Renaming of the entity existing for decades will not be easy. It does come with opposing thoughts too. Some do feel that avoiding term diabetes in GDM will decrease the motivation of adopting healthy lifestyle among women to prevent future risk of diabetes. This may be true in some women. Evans and O’Brien[13] reported that for some women the knowledge acquired about diabetes, while pregnant served to enhance motivation and self-efficacy to make lifestyle alterations. Recent studies, however, suggest a contrarian approach in the majority of women. In fact, the motivation for adoption of healthy lifestyle during pregnancy among GDM is motivated by thinking about the health of the baby, not by concern for oneself.[14] Psychological support from partners and families are other positive facilitators for management.[14] A European study found that pregnancy motivated behavior changes to benefit the unborn child, but after delivery these changes were often not maintained.[15] Women were aware of their risk of developing diabetes but did not always act on such knowledge. Tiredness, maternal attachment, and childcare demands were prominent barriers in the early postnatal months. Later domestic chores, professional work, responsibility toward family, and of course developmental issues of the child became more significant barriers.[15] A recent Australian study evaluated nearly 400 women diagnosed with GDM ≤3 years previously, to describe women's reflections on the experience of having a pregnancy affected by GDM. The negative experiences namely shock, fear and anxiety (8.9%); uncertainty and scepticism (9.4%); adapting to life with GDM (11.6%); the need for support (17.2%); abandoned (14.9%); overwhelmed the positive ones, such as an opportunity to improve one's health (9.6%); better awareness (3.5%); staying healthy and preventing diabetes (13.7%).[16] The Australian Carbohydrate Intolerance Study has provided evidence of the benefits of treating GDM on postnatal quality of life. Health professional support may also be an important determinant of longer term health status.[9] But outside the strict setting of clinical research, the recent Australian study does not validate this fact in most women with GDM. Majority believed that health professionals instilled “guilt” and “fear” in them during their pregnancy. Others reported feeling isolated by the diagnosis and lack of information and support from health professionals.[16] The phrase GDM brings with it significant psychosocial morbidity. If this can be minimized by using a less threatening synonym, this onomastic exercise should be encouraged. A nutritional eponym for GDM will be appropriate, as it will describe both the pathophysiologic, and therapeutic, basis of the disease.[12] This editorial hopes to stimulate debate in this direction.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.776
Threshold uncertainty score0.426

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.013
GPT teacher head0.280
Teacher spread0.267 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

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Citations8
Published2013
Admission routes1
Has abstractyes

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