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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 2 new columns ({'negative_context', 'positive_context'}) and 3 missing columns ({'answer', 'dataset', 'choices'}).

This happened while the json dataset builder was generating data using

hf://datasets/Matjac5/MNLP_M3_rag_dataset/retriever_train_data.jsonl (at revision edfa711bd075530c400c8717143f588b1a43fa88)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              question: string
              positive_context: string
              negative_context: string
              to
              {'question': Value(dtype='string', id=None), 'choices': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'answer': Value(dtype='string', id=None), 'dataset': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1436, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1053, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 2 new columns ({'negative_context', 'positive_context'}) and 3 missing columns ({'answer', 'dataset', 'choices'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/Matjac5/MNLP_M3_rag_dataset/retriever_train_data.jsonl (at revision edfa711bd075530c400c8717143f588b1a43fa88)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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question
string
choices
sequence
answer
string
dataset
string
Chronic urethral obstruction due to benign prismatic hyperplasia can lead to the following change in kidney parenchyma
[ "Hyperplasia", "Hyperophy", "Atrophy", "Dyplasia" ]
C
medQA
Which vitamin is supplied from only animal source:
[ "Vitamin C", "Vitamin B7", "Vitamin B12", "Vitamin D" ]
C
medQA
All of the following are surgical options for morbid obesity except -
[ "Adjustable gastric banding", "Biliopancreatic diversion", "Duodenal Switch", "Roux en Y Duodenal By pass" ]
C
medQA
Following endaerectomy on the right common carotid, a patient is found to be blind in the right eye. It is appears that a small thrombus embolized during surgery and lodged in the aery supplying the optic nerve. Which aery would be blocked?
[ "Central aery of the retina", "Infraorbital aery", "Lacrimal aery", "Nasociliary aretry" ]
A
medQA
Growth hormone has its effect on growth through?
[ "Directly", "IG1-1", "Thyroxine", "Intranuclear receptors" ]
B
medQA
Scrub typhus is transmitted by: September 2004
[ "Louse", "Tick", "Mite", "Milk" ]
C
medQA
Abnormal vascular patterns seen with colposcopy in case of cervical intraepithelial neoplasia are all except
[ "Punctation", "Mosaicism", "Satellite lesions", "Atypical vessels" ]
C
medQA
Per rectum examination is not a useful test for diagnosis of
[ "Anal fissure", "Hemorrhoid", "Pilonidal sinus", "Rectal ulcer" ]
C
medQA
Characteristics of Remifentanyl – a) Metabolised by plasma esteraseb) Short half lifec) More potent than Alfentanyld) Dose reduced in hepatic and renal diseasee) Duration of action more than Alfentanyl
[ "ab", "bc", "abc", "bcd" ]
C
medQA
Hypomimia is ?
[ "Decreased ability to copy", "Decreased execution", "Deficit of expression by gesture", "Deficit of fluent speech" ]
C
medQA
Naglers reaction is shown by
[ "Clostridium tetani", "Clostridium botulinum", "Clostridium perfringens", "Clostridium septicum" ]
C
medQA
Which of the following statements are True/False? 1. Hirsutism, which is defined as androgen-dependent excessive male pattern hair growth, affects approximately 25% of women. 2. Virilization refers to a condition in which androgen levels are sufficiently high to cause additional signs and symptoms. 3. Frequently, patients with growth hormone excess (i.e., acromegaly) present with hirsutism. 4. A simple and commonly used method to grade hair growth is the modified scale of Ferriman and Gallwey. 5. Scores above 8 suggest excess androgen-mediated hair growth.
[ "1, 2, 3 True & 4, 5 false", "1, 3, 5 True & 2, 4 false", "2, 4, 5 True & 1, 3 false", "1, 2, 3, 4 True & 5 false" ]
C
medQA
The pharmakokinetic change occurring in geriatric patient is due to
[ "Gastric absorption", "Liver metabolism", "Renal clearance", "Hypersensitivity" ]
C
medQA
True regarding lag phase is?
[ "Time taken to adpt in the new environment", "Growth occurs exponentially", "The plateau in lag phase is due to cell death", "It is the 2nd phase in bacterial growth curve" ]
A
medQA
A 60 yr old chronic smoker presents with painless gross hematuria of 1 day duration. Investigation of choice to know the cause of hematuria
[ "USG", "X-ray KUB", "Urine routine", "Urine microscopy for malignant cytology cells" ]
C
medQA
With which of the following receptors theophylline has an antagonistic interaction ?
[ "Histamine receptors", "Bradykinin receptors", "Adenosine receptors", "Imidazoline receptors" ]
C
medQA
Hyper viscosity is seen in
[ "Cryoglobulinemia", "Multiple myeloma", "MGUS", "Lymphoma" ]
A
medQA
For a positively skewed curve which measure of central tendency is largest
[ "Mean", "Mode", "Median", "All are equal" ]
A
medQA
The process of hardening a cement matrix through hydration with oral fluids to achieve greater mechanical strength is known as:
[ "Maturation", "Setting", "Hardening", "Mineralization" ]
A
medQA
Superior vena cava is derived from:
[ "Aortic arch", "Pharyngeal arch", "Cardinal vein", "Vitelline vein" ]
C
medQA
Testicular artery usually arises from
[ "Abdominal aorta below renal artery", "Renal artery", "Internal iliac artery", "Ext iliac artery" ]
A
medQA
Position of vocal cord in cadaver is:
[ "Median", "Paramedian", "Intermediate", "Full Abduction" ]
C
medQA
Organisms that has not been cultured successfully so far is-
[ "Leptospira", "Treponema pallidum", "Bordetella", "Staphylococcus" ]
B
medQA
Normal waist hip ratio of a female is below
[ "0.7", "0.8", "0.9", "1" ]
B
medQA
The most common cause of renal scaring in a 3 year old child is -
[ "Trauma", "Tuberculosis", "Vesicoureteral reflux induced pyelonephritis", "Interstitial nephritis" ]
C
medQA
A 6hours old snake bite patient comes to emergency with mild local edema at the injury site. On examination no abnormalities detected and lab repos are normal. Most appropriate management is
[ "Incision and suction", "Wait and watch", "Local subcutaneous antisnake venom", "Intravenous antisnake venom" ]
B
medQA
Which of the following agents is most commonly associated with recurrent meningitis due to CSF leaks?
[ "Meningococci", "Pneumococci", "Hemophilus Influenza", "E. Coli" ]
B
medQA
Treatment of choice in traumatic facial nerve injury is:
[ "Facial sling", "Facial nerve repair", "Conservative management", "Systemic corticosteroids" ]
B
medQA
What is the best method of informing the rural population about Oral rehydration technique: March 2013 (d, f)
[ "Chalk and talk/Lecture", "Demonstrations", "Role play", "Flash cards" ]
B
medQA
Lymph vessel which drain the posterior 1/3 rd of the tongue:
[ "Basal vessel.", "Marginal vessel.", "Central vessel.", "Lateral vessel." ]
A
medQA
Risk factors associated with post-operative nausea and vomiting following strabismus surgery are all except -
[ "Age < 3years", "Duration of anesthesia > 30 mins", "Personal or family history of post - op nausea and vomiting", "Personal or family history of motion sickness" ]
A
medQA
All are True about Acute Osteomyelitis except
[ "Common in children", "Severe pain", "Involves Epiphyseal plate", "Treatment involves 6 weeks of Antibiotics" ]
C
medQA
Anterolateral ahroscopy of knee is for:
[ "To see patellofemoral aiculation", "To see the posterior cruciate ligament", "To see the anterior poion of lateral meniscus", "To see the periphery of the posterior horn of medial meniscus" ]
A
medQA
Regarding vaginal candidiasis which one of the following is false:
[ "Cottage cheese like secretions are seen", "Intense pruritus", "Most common in non-pregnant women", "Buds and hyphae seen in KOH preparation" ]
C
medQA
25 year old patient Suspected to have a pneumoperitoneum. Patient is unable to stand. Best x-ray view is
[ "Left lateral decubitus view", "Right lateral decubitus view", "Supine", "Prone" ]
A
medQA
What is the most probable poal of entry of Aspergillus?
[ "Puncture wound", "Blood", "Lungs", "Gastrointestinal tract" ]
C
medQA
For TOF management in antenatal period includes ?
[ "Balloon valvotomy", "Open hea surgery", "Karyotyping", "Aspirin" ]
C
medQA
What change will be seen in vertebral column in ochronosis-
[ "Calcification of disc", "Bamboo spine", "Increased disc space", "None" ]
A
medQA
If solid line represent the rigid height, then the following diagram with excessive inter arch space is classified in?
[ "Class - 1", "Class - 2", "Class - 3", "Class - 4" ]
B
medQA
Pearsonian measure of skewness -
[ "Mode - Mean/ SD", "Mean - Mode/ SD", "SD/Mode - mean", "Mean - Mode/ SD" ]
B
medQA
Following are the causes of sudden loss of vision except ?
[ "Angle closure glaucoma", "Endophthalmitis", "Central serous retinopathy", "Corneal ulceration" ]
C
medQA
All of the following are features of Lymph node histology except
[ "Subcapsular sinus present", "Both Efferent and Afferent are present", "Coex and Medulla are present", "Red pulp and White pulp are present" ]
C
medQA
During Sx for meningioma, the left paracentral lobule was injured. It would lead to paresis of
[ "Rt. Leg and perineus", "Left face", "Right face", "Right shoulder & trunk" ]
A
medQA
Which of the following bacterial meningitis is associated with sudural effusion?
[ "H. influenza", "Neisseria meningitits", "Streptococcus pneumonia", "Enterococcus" ]
A
medQA
All of the following statements are true regarding hyperophy, except:
[ "Occurs due to synthesis and assembly of additional intracellular components.", "There is an increase in the size of the cells.", "Cells capable of division respond to stress by hyperophy and hyperplasia.", "There is an increase in the number of cells." ]
C
medQA
Glucose sympo occurs with:
[ "Na+", "Ca++", "K+", "Cl-" ]
A
medQA
All are true about temporal arteritis except -
[ "Can leads to sudden bilateral blindness", "More corrunon in females", "Worsen on exposure to heat", "Mostly affects elderly" ]
C
medQA
Of the various modalities used in the treatment of re-threatening effects of hyperkalemia which one of the following as the most rapid onset of action ?
[ "Hemodialysis", "Sodium bicarbonate infusion", "Insulin and glucose infusion", "Intravenous calcium gluconate" ]
A
medQA
In chronic alcoholism the rate limiting component for alcohol metabolism excluding enzymes is/are : (PGI Dec 2008)
[ "NADP", "NAD+", "NADPH", "FADH" ]
B
medQA
Minimum level of iodine iodized salt reaching the consumer level according to iodine programme should be:-
[ "5 ppm", "30 ppm", "15 ppm", "20 ppm" ]
C
medQA
True statement regarding specific death rates
[ "Specific for age and sex", "Identify particular group or groups \"at risk\" for preventive action", "Find out cause or disease specific", "All of the above" ]
C
medQA
Pre-exposure prophylaxis for rabies is given on days
[ "0, 3, 7, 14, 28, 90", "0, 3, 7, 28, 90", "0, 3", "0, 7, 28" ]
C
medQA
Regarding Sjogren's syndrome, all are true except: September 2010
[ "Keratoconjuctivitis sicca", "Rheumatoid ahritis", "Epiphora", "Autoimmune in nature" ]
C
medQA
Best indicator of antemoum drowning is :
[ "Froth in mouth and nostrils", "Cutis anserina", "Washerman's hand", "Water in nose" ]
A
medQA
Splenomegaly may be a feature of: March 2013
[ "Megaloblastic anemia", "Sickle cell anemia", "Thalassemia", "G6PD deficiency" ]
B
medQA
Gp2b3A inhibitors are all except -
[ "Abciximab", "Eptifibatide", "Tirofiban", "Prasugrel" ]
C
medQA
True of case control studies -
[ "It proceeds from cause to effect", "Odds ratio can be calculated", "Incidence can be calculated", "Needs many patients" ]
B
medQA
All of the following could include the mechanism or function of oxigenases, EXCEPT:
[ "Incorporate 2 atoms of oxygen", "Incorporate 1 atom of oxygen", "Required for hydroxylation of steroids", "Required for carboxylation of drugs" ]
C
medQA
According to recent SC judgment, doctor can be charged for medical negligence under 304-A, only if: AIIMS 12
[ "He is from corporate hospital", "Negligence is from inadveent error", "Simple negligence", "Gross negligence" ]
C
medQA
Which of the following is very difficult to induce antibody -
[ "Polysaccharide", "Protein", "Antigen", "Effector" ]
A
medQA
Prevalence is a:
[ "Rate", "Ratio", "Propoion", "None of the above" ]
C
medQA
S2 is best appreciated in -
[ "3rd left intercostal space", "2nd right intercostal space", "4th left intercostal space", "5th left intercostal space" ]
A
medQA
Position of limb in posterior dislocation of hip -
[ "Flexion, abduction & external rotation", "Flexion, adduction & internal rotation", "Flexion, adduction & external rotation", "Flexion, abduction & internal rotation" ]
B
medQA
Drug causing malignant hyperthermia:(Asked twice in the exam)
[ "Cisatracurium", "Suxamethonium", "Propofol", "Thiopentone" ]
B
medQA
Household insectiside used for malaria-
[ "Malathion", "Pyrethrum", "Paris green", "Permethrin" ]
A
medQA
False about obstructive jaundice
[ "Unconjugated bilirubin", "Pruritus", "Pale stools", "Icterus" ]
A
medQA
All of the following structure lies outside the cavernous sinus except
[ "Sphenoidal air sinus", "Internal carotid aery", "Foramen lacerum", "Maxillary nerve" ]
C
medQA
Which of the following is the best procedure done for intrapaum fetal monitoring:
[ "Fetal echocardiography", "Fetal scalp pH", "Continuous electrical fetal hea monitoring", "Physical examination" ]
C
medQA
Which of the following is measured by the device, Bellow's spirometer?
[ "TLC", "RV", "Closing volume", "ERV" ]
C
medQA
Which of the following is a newly emerging food poisoning organism
[ "Salmonella typhimurium", "Enterococcus", "Diphtheria", "Pseudomonas" ]
A
medQA
Atherosclerosis initiation by fibroblast plaque is mediated by injury to ?
[ "Smooth muscle", "Media", "Adventitia", "Endothelium" ]
C
medQA
The WBC that is considered “second line of defence” is:
[ "Neutrophil", "Eosinophil", "Basophil", "Monocyte" ]
C
medQA
Mark the true statement regarding use of Lithium in maniac-depressive psychosis?
[ "Monotherapy for acute episodes", "Monitoring of serum concentration is not useful for guiding dose adjustment", "Can result in leucocytosis", "Can result in hypehyroidism on long term use" ]
C
medQA
Determination of Pulp vitality by pulse oximeter based on:
[ "Beer's law.", "Pascal's law.", "Doppler law.", "Poisslues law." ]
A
medQA
An Isograft indicates transfer of tissues between -
[ "Unrelated donors", "Related donors", "Monozygotic twins", "From the same individual" ]
C
medQA
All of the following are causes of congenital blindness Except
[ "Toxoplasmosis", "Congenital rubella", "Vitamin A deficiency", "Cataract" ]
C
medQA
Hypersecretory glaucoma is seen in –
[ "Epidemic dropsy", "Marfan's syndrome", "Hypertension", "Diabetes" ]
A
medQA
A 14-year-old girl presents with quadriparesis, facial palsy, winging of scapula and ptosis. There is h/o similar illness in father and brother but less severe. Her CPK level is also raised (500IU/L). She is probably suffering from?
[ "Emery-Dreifuss muscular dystrophy", "Becker muscular dystrophy", "Limb-girdle dystrophy", "Scapulofaciohumeral dystrophy" ]
C
medQA
Which of the following is true statement regarding human eye
[ "Cornea cut off wavelength upto 400 nm", "Normal eye medium will permit wavelength of 400- 700 nm", "Even after cataract surgery UV rays are not penetrated", "Lens will not reflect light" ]
B
medQA
Which of the following muscle is not a hybrid muscle
[ "Pectoralis major", "Extensor digitorum", "Flexor digitorum profundus", "Brachialis" ]
B
medQA
Delayed union of fracture of a bone follo-wing a surgical treatment may be due to
[ "Infection", "Inadequate circulation", "Inadequate mobilization", "All of the above" ]
C
medQA
What is the pressure of inspiration?
[ "Intrapleuarl", "Transpulmonary", "Trans chest wall", "Alveolar pressure" ]
A
medQA
One standard detion in normal standard curev includes value-
[ "50%", "68%", "95%", "100%" ]
B
medQA
Foam cells are seen in infection with which virus ?
[ "Measles", "EBV", "Molluscum contagiosum", "RSV" ]
B
medQA
During extraction of the upper first molar, the mesio buccal root is missing and is suspected to have been pushed into the maxillary sinus. The best position for the patient immediately after the incident is
[ "To position the patient upright", "To position the patients in a semi inclined posture to visualize the perforation", "Trendelenberg position", "Reverse trendelenberg position" ]
A
medQA
Rescue P.C.I is done for which of the following?
[ "Persistent chest pain with ST elevation > 60 min after thrombolysis", "Persistent chest pain with ST elevation > 30 min after thrombolysis", "Persistent Chest pain with ST elevation >90 min after thrombolysis", "Pain with ST elevation for >120minutes after thrombolysis" ]
C
medQA
Fever associated with infection
[ "Accelerates bacterial and viral replication", "Left shifts the oxygen dissociation curve", "Is due to interleukin-1 released from CD4 T-helper cells", "Increase oxygen release to tissue" ]
C
medQA
Last organ to putrefy in females is?
[ "Liver", "Uterus", "Brain", "Breast" ]
B
medQA
Hamartomatous lung tissue is?
[ "Hypoplasia of lung", "Congenital cyst", "Lobar sequestration", "Congenital cystic adenomatoid malformation" ]
C
medQA
Test for diagnosis of pyogenic meningitis is?
[ "Widal", "CSF PCR", "CSF examination", "PET scan" ]
C
medQA
Causes of thickened gallbladder wall on ultrasound examination are all except:
[ "Postprandial state", "Cholecystitis", "Congestive cardiac failure", "Kawasaki disease" ]
C
medQA
In caloric test, cold water stimulation causes movement of eye -
[ "Some side", "Opposite side", "Up", "Do\\vn" ]
B
medQA
Which of the following is not false about annual risk of TB
[ "ARI of 1% = 75 new cases", "Current ARI in India is 1.7%", "It is represents new cases of TB", "It is assessed by tuberculin conversion in previously non-vaccinated children" ]
C
medQA
A 12-year-old girl presents to the casualty with symptoms of fever, shoness of breath, and cough. A chest X-ray reveals complete consolidation of the lower lobe of the left lung. Cultures of the lower lobe of the left lung would most likely reveal which organism?
[ "Streptococcus pneumoniae", "Staphylococcus aureus", "Klebsiella pneumoniae", "Pseudomonas aeruginosa" ]
A
medQA
IgA deposits on skin biopsy
[ "Henoch Schouleiln puspura", "Giant cell aeritis", "Microscopic polyangitis", "Wegener's granulomatosis" ]
A
medQA
A Dentin 'Primer'?
[ "Etches the dentin", "It increases the surface energy & wets the dentin surface", "Removes the smear layer", "Conditions the dentin" ]
B
medQA
Which of the following hormonal activity is expected immediately prior to Ovulation?
[ "LH surge", "FSH surge", "Progestrone surge", "Estrogen surge" ]
A
medQA
Following are fibrous joints :
[ "Pubic symphysis", "Fronto parietal suture", "Manubrio sternal joint", "Inf. radio ulnar joint" ]
B
medQA
For exhumation the order should be passed by -
[ "Chief judicial magistrate", "Executive magistrate", "Police officer", "Session judge" ]
B
medQA
The radiograph of a 32 year old patient is shown below. The patient is asymptomatic and the lesion revealed in the radiograph is an accidental finding. The most likely diagnosis is:
[ "Stafne’s bone cavity", "Radicular Cyst", "Dentigerous cyst", "Lateral periodontal cyst" ]
A
medQA
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