Most of the 37 public health facilities in northern India that we assessed were not readied for providing quality care for threatened preterm birth and ensuring the safe use of antenatal corticosteroids (ACS).n Deficiencies were identified in areas of evidencebased practices, competent workforce, actionable health information system, physical resources, and communication.nThe existing ACS guidelines were not up-to-date with current evidence and were not disseminated or implemented uniformly across facilities.n Attention to accurate gestational age estimation and the quality of childbirth and preterm care were inadequate in all the facilities.

Objectives To conduct a household and biomarker survey to assess the baseline prevalence of folate deficiency and insufficiency and vitamin B12 deficiency in women of reproductive age prior to the start of a wheat flour fortification program in the Ambala District in Haryana, India. Methods A multistage cluster probability household and biomarker survey was conducted. Participants were women of reproductive age (18–49 y) who were not pregnant and resided in rural areas of two subdistricts in Ambala District in Haryana. Venous blood samples were collected among 866 women. Plasma, serum, and red blood cells (RBC) were separated by centrifugation, processed, and stored at <-80ºC until analysis. RBC and serum folate concentrations were measured using microbiologic assay and serum vitamin B12 was measured via chemiluminescence. Serum folate deficiency was defined as serum folate <7 nmol/L and RBC folate deficiency and insufficiency were defined as RBC folate <305 nmol/L and <748 nmol/L, respectively. Vitamin B12 deficiency was defined as vitamin B12 <200 pg/mL and vitamin B12 marginal deficiency was defined as vitamin B12 ≥200 and <300 pg/mL. Results The geometric mean concentrations for serum folate, RBC folate, and serum vitamin B12 were 12.3 (95% confidence interval [CI]: 11.8, 12.9) nmol/L, 544 (95% CI: 516, 573) nmol/L, and 190 (95% CI: 176, 206) pg/mL, respectively. The prevalence of folate deficiency was 11.3% (95% CI: 9.2, 13.9) for serum folate and 9.7% (95% CI: 7.8, 12.0) for RBC folate, and the prevalence of RBC folate insufficiency was 78.6% (95% CI: 74.8, 82.5). A total of 58.3% (95% CI: 54.2, 62.5) of women were vitamin B12 deficient (<200 pg/mL) and an additional 22.9% (95% CI: 19.7, 26.1) were marginally deficient for vitamin B12. Conclusions The magnitude of folate insufficiency and vitamin B12 deficiency in this Northern Indian population is a substantial public health concern. The findings from the survey help establish the baseline for a planned wheat flour fortification program aimed at reducing these micronutrient deficiencies. Funding Sources Centers for Disease Control and Prevention.

Question and answers systems are foundation for building intelligent information retrieval systems but, current server of these show that limited effort has been in building Punjabi Question Answer systems. This paper is an attempt to overcome this limitation. The research work is based on a concept taken from physics: Point of Gravity. In this approach the question and answer text are processed to extract numerical features so as to determine Point of Gravity. Matching Gravity Score values are computed for finding answer against a question query. Series of random evaluation sample sets show a high degree of overall system accuracy (above 91%) for each question type in terms of precision and recall. Individually the evaluation of each question type also shows not less than 91% accuracy in terms of precision.

Objectives Anemia is a public health problem in women of reproductive age in many low- and medium-income countries including India. Maternal anemia can cause low birth weight, impaired fetal growth, and preterm birth. We assessed the baseline prevalence of anemia, iron deficiency (ID), iron deficiency anemia (IDA), and inflammation using c-reactive protein (CRP) among non-pregnant, non-lactating women of reproductive age living in the Ambala District, Haryana, India prior to the start of a wheat flour fortification program. Methods We conducted a multistage cluster probability household and biomarker survey and analyzed venous blood samples from non-pregnant, non-lactating women aged 18–49 years residing in rural areas of two subdistricts in the Ambala District. Factors of interest were: anemia, hemoglobin &lt; 12.0 g/dL; ID, serum ferritin &lt; 15μg/L;  IDA,  presence of both anemia and iron deficiency; inflammation, CRP &gt; 5 mg/L. We used the BRINDA regression adjustment for ferritin to account for inflammation. Prevalence and 95% confidence intervals (CI) for anemia, ID, IDA, and CRP were estimated. Results Among 775 non-pregnant, non-lactating women of reproductive age, 54.3% (95% CI; 50.7, 58.0) had anemia, 86.9% (95% CI; 84.3, 89.2) were iron deficient, and 15.1% (95% CI; 12.5, 18.1) had inflammation. Among those with anemia, 58.2% (95 CI; 54.3, 62.0) had iron deficiency anemia. Conclusions Anemia, iron deficiency, and iron deficiency anemia among non-pregnant, non-lactating women of reproductive age in Haryana are significant public health concerns. The findings from the survey helped quantify the burden of inadequate iron intake and informed the Haryana government's prevention strategy aimed at reducing micronutrient deficiencies through a wheat flour fortification program. Funding Sources Centers for Disease Control and Prevention.