Datasets:

danielpark
/

mquad-v1

question stringlengths 11 1.96k	answer stringlengths 2 3.41k	Q_FFNN_embeds stringlengths 9.31k 12.5k	A_FFNN_embeds stringlengths 9.31k 12.5k
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what are the dietary restrictions for celiac disease gluten	omitting gluten from the diet is the key to controlling celiac disease in patients with celiac disease strict dietary gluten elimination will heal the small intestine over time weeks to months it is imperative that your diet remains gluten free any gluten in your diet will cause the damage to your intestine to reoccur learning to follow a gluten free diet can be very daunting but with time you will see that there are many options available	[ 2.47173031e-02 3.70393064e-02 -4.18865054e-02 3.91781270e-02 -4.28693602e-02 7.57253483e-02 1.32621964e-02 -3.22025967e-02 -2.66835036e-02 -4.19923639e-02 -4.38331482e-02 -4.32228658e-02 -2.97367329e-02 1.66302906e-02 4.11389479e-02 -5.66376856e-03 -9.67272470e-03 -3.91650508e-02 1.65812504e-02 -3.20231883e-02 -2.44133625e-02 -5.56175223e-03 4.04168820e-02 4.33268637e-02 6.31394826e-03 -4.02134336e-02 -1.82087037e-05 -2.55201590e-02 2.14090902e-03 1.39283704e-02 2.05957274e-02 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i have had a pneumonia shot can i get either a sinus infection or walking pneumonia from my 6 year old grand daughter and can i be a carrier to others in my age group	you can always catch an illness from a child but most of these are viral like colds your pneumonia shot only protects you from certain types of bacterial pneumonia pneumococcus it would not protect you at all from viruses any respiratory virus can cause pneumonia or sinusitis if you are prone to these types of infections	[-2.20132892e-02 3.77654201e-02 -3.09278500e-02 3.80482977e-02 -4.29669531e-02 -4.46753319e-02 2.66348278e-03 4.42790138e-02 -3.75558612e-02 -3.33626149e-02 -4.40792598e-02 -4.38402757e-02 -8.30899154e-03 -3.81084482e-02 -1.76395355e-02 6.75280671e-03 -4.42122752e-02 -1.91014638e-02 1.87865208e-02 3.65789831e-02 1.46316584e-02 -4.04911216e-02 3.29883677e-02 -2.53820450e-02 1.91328183e-03 2.17991362e-02 -4.33343105e-02 -2.43885229e-02 -1.41407875e-02 3.50163049e-02 1.79130768e-02 5.26376456e-02 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my baby ate her on poop my baby ate poop 4 days later she is sick weezing coughing and high fever for 4days straight i took her to the doctor and they said shes fine just a normal cold i told them what happen and they just said she should be fine but if she still has a fever next week come back what should i do and is her symptoms related to her eating her poop	hi one of ours did that she is now 47 and a mum never seamed to affect her as they say a little bit of dirt never hurt anybody helps build up resistance to germs good luck	[ 3.63953368e-02 7.02075643e-03 -3.38386890e-02 2.46950998e-02 -4.28557373e-02 -1.23814286e-02 -3.95950069e-02 3.80828164e-02 9.48742092e-02 -1.21998353e-02 -4.41076734e-02 -4.02430988e-02 2.42094691e-02 -5.26279851e-03 2.81155308e-02 -1.30169841e-02 -3.37948606e-02 -2.97382247e-02 -2.46864116e-02 -4.29304405e-02 -3.75736975e-02 -1.76053760e-02 3.38141344e-02 -4.29510799e-02 -4.31242470e-02 -4.29571116e-02 -3.83562834e-02 -2.45202276e-02 -4.44677734e-02 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how to treat leiomyosarcoma and rectal cancer at the same time	its all about tumor metastasis tumor can migrate frkm one place to another also there is a genic predisposition i am really sorry for this	[-0.01150155 -0.02523169 -0.02076196 0.04139154 -0.0445129 -0.0438569 -0.03401768 0.01711721 -0.01027372 -0.01349493 -0.03681081 -0.04485621 0.02351951 -0.02081247 -0.03413596 0.03002733 -0.0380178 0.04785076 -0.00304524 0.03534349 -0.0080013 0.02889211 -0.04203263 -0.04517134 0.00062001 0.01676345 -0.0392311 -0.03013814 -0.03810768 -0.00983795 -0.03136031 0.03984385 -0.04549305 0.04583179 -0.04066211 0.03253706 -0.04196272 0.0401318 -0.04548521 0.03950217 0.0385173 0.04321104 0.03618491 0.06633561 -0.0272475 0.00581522 -0.03022045 -0.0271928 0.07466983 0.00796715 0.00179702 -0.0043588 0.04325786 -0.04487956 -0.04136761 -0.02560266 -0.04050708 -0.04053938 0.02679242 -0.00017629 -0.02106227 0.04160188 -0.02188166 0.0116629 -0.00260275 0.0027988 0.04414783 -0.03975527 -0.00036926 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i smoked cigs for 1 month averaging about 3 a day just wondering if any irreversible was done i did quit since then i started smoking for a month after a period of depression a couple of months ago 2 3 cigs most days with a couple more on bad days i would estimate i probably had 4 packs total over the period i went cold turkey as i started to get my life together and hated the ill feeling from them i exercise regularly and eat healthy and i am still young i would just like to clear my head and hear that i did no damage permanent to my lungs i know it takes a bit to recover hopefully to 100	signs and symptoms of tobacco related diseases often depend on the specific illnesses they cause there are many other symptoms of tobacco related diseases and these listed here are simply examples shortness of breath may be a sign of emphysema or heart disease chest pain may signal angina pectoriscaused by insufficient blood flow to the heart or a heart attack difficulty swallowing or persistent hoarseness may signal a cancer in the mouth or larynx painless bloody urination may signal bladder cancer the presence of any of the following common symptoms associated with tobacco use should prompt a visit to the doctor or hospital is emergency department chest pain shortness of breath persistent cough coughing up blood frequent colds and upper respiratory infections persistent hoarseness difficulty or pain on swallowing change in exercise capacity sudden weakness on one side of the face or body or difficulty speaking leg pain while walking that goes away when at rest unexplained weight loss persistent abdominal pain blood in the urine	[ 2.83994682e-02 1.90387881e-02 -1.12845144e-02 3.10552613e-02 -4.66967739e-02 1.34213998e-02 5.03493207e-03 4.14460873e-03 -4.24573721e-02 -3.00926847e-02 -4.71873754e-02 -4.53643983e-02 -3.74611405e-02 -1.21589134e-02 4.47427304e-02 9.51164667e-03 5.08679226e-03 -3.09291063e-02 -3.18897641e-02 -3.78608638e-02 -4.36618658e-02 -4.09680610e-02 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i have persistent headache and i feel like i have lowgrade fever help hi so i am a headache everyday it is not too bad though it is completely bearable but a little distracting and i have noticed that i have lowgrade fever most of the time or mostly everyday but just like the headache it is bearable i can not just shrug this feeling off this have been occurring for two or three months now i am hopefully going to the doctor in a few days and get myself checked	for many years i suffered from terrible headaches only when i slept did it go away i found out that there is a shortage of progestorone in my body after starting with treatment it dissappears maybe you can start with testing all your hormones	[ 5.15182359e-03 -2.81434398e-03 -4.28186644e-02 1.69408946e-02 -2.72805138e-02 3.90144883e-02 -3.47592373e-02 -3.87987142e-02 9.11259018e-02 6.91078011e-02 -3.03091100e-02 -4.19397474e-02 -4.28472807e-02 4.06622281e-02 -2.45827330e-03 2.96905021e-02 1.06786895e-02 6.86518219e-03 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"pain ring finger to the middle of arm before elbow for 45 days started after i held on to stop fall(...TRUNCATED)	"your first and most important step is to get an accurate diagnosis which is based on examination fi(...TRUNCATED)	"[-0.03223112 -0.01382884 -0.03763494 0.03699436 -0.01779171 0.02634047\n 0.01257299 -0.03787529 (...TRUNCATED)	"[-0.03257337 -0.02017744 -0.02452121 -0.03617243 0.06319328 0.03499222\n 0.01668878 -0.03760616 (...TRUNCATED)
"what are the ingredients inibuprofen i take a 600mg ibuprofen only as needed for nerve pain my que(...TRUNCATED)	"ibuprofen is the ingredient the only ingredient a 200 mg tablet of ibuprofen is available over the (...TRUNCATED)	"[ 1.88118214e-02 -8.58069541e-03 5.66126172e-02 5.02177666e-02\n -4.50388622e-02 -3.06127496e-02 (...TRUNCATED)	"[ 1.34946175e-02 7.03032813e-03 6.88395454e-02 -1.52157685e-02\n -1.98497225e-03 -3.62163047e-02 (...TRUNCATED)

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MQuAD

The Medical Question and Answering dataset(MQuAD) has been refined, including the following datasets. You can download it through the Hugging Face dataset. Use the DATASETS method as follows.

Quick Guide

from datasets import load_dataset
dataset = load_dataset("danielpark/MQuAD-v1")

Medical Q/A datasets gathered from the following websites.

eHealth Forum
iCliniq
Question Doctors
WebMD Data was gathered at the 5th of May 2017.

The MQuAD provides embedded question and answer arrays in string format, so it is recommended to convert the string-formatted arrays into float format as follows. This measure has been applied to save resources and time used for embedding.

from datasets import load_dataset
from utilfunction import col_convert
import pandas as pd

qa = load_dataset("danielpark/MQuAD-v1", "csv")
df_qa = pd.DataFrame(qa['train'])
df_qa = col_convert(df_qa, ['Q_FFNN_embeds', 'A_FFNN_embeds'])

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Size of downloaded dataset files:

546 MB

Size of the auto-converted Parquet files:

341 MB

Number of rows:

23,802