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NathanPereira
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kg-mmrag-ablation

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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 6 new columns ({'n_pass_kept', 'n_facts_kept', 'max_sim', 'n_bridge', 'pred_none', 'benchmark'}) and 3 missing columns ({'n_facts', 'mean_sim', 'question'}).

This happened while the csv dataset builder was generating data using

hf://datasets/NathanPereira/kg-mmrag-ablation/mirage_predictions.csv (at revision 4ea0005918e3c8873e0272abb5fefd7b32aff600), ['hf://datasets/NathanPereira/kg-mmrag-ablation@4ea0005918e3c8873e0272abb5fefd7b32aff600/ablation_predictions.csv', 'hf://datasets/NathanPereira/kg-mmrag-ablation@4ea0005918e3c8873e0272abb5fefd7b32aff600/mirage_predictions.csv']

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 "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              benchmark: string
              id: string
              gold: string
              pred_none: string
              pred_hybrid: string
              pred_vector: string
              pred_kg: string
              max_sim: double
              n_pass_kept: int64
              n_facts_kept: int64
              n_bridge: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1552
              to
              {'id': Value('int64'), 'question': Value('string'), 'gold': Value('string'), 'pred_hybrid': Value('string'), 'pred_vector': Value('string'), 'pred_kg': Value('string'), 'mean_sim': Value('float64'), 'n_facts': Value('int64')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 6 new columns ({'n_pass_kept', 'n_facts_kept', 'max_sim', 'n_bridge', 'pred_none', 'benchmark'}) and 3 missing columns ({'n_facts', 'mean_sim', 'question'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/NathanPereira/kg-mmrag-ablation/mirage_predictions.csv (at revision 4ea0005918e3c8873e0272abb5fefd7b32aff600), ['hf://datasets/NathanPereira/kg-mmrag-ablation@4ea0005918e3c8873e0272abb5fefd7b32aff600/ablation_predictions.csv', 'hf://datasets/NathanPereira/kg-mmrag-ablation@4ea0005918e3c8873e0272abb5fefd7b32aff600/mirage_predictions.csv']
              
              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)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

id int64	question string	gold string	pred_hybrid string	pred_vector string	pred_kg string	mean_sim float64	n_facts int64
20,337,874	Delayed diagnosis of anorectal malformations: are current guidelines sufficient?	no	no	no	maybe	0.980173	0
20,338,971	Does peritoneal dialysis affect halitosis in patients with end-stage renal disease?	yes	yes	yes	maybe	0.983125	0
20,353,735	Treatment of vitamin D deficiency in CKD patients with ergocalciferol: are current K/DOQI treatment guidelines adequate?	no	maybe	maybe	no	0.982872	12
20,354,380	Do women residents delay childbearing due to perceived career threats?	yes	maybe	maybe	maybe	0.978219	0
20,363,841	Do symptoms predict COPD in smokers?	no	no	no	maybe	0.973523	0
20,382,292	Knee extensor strength, dynamic stability, and functional ambulation: are they related in Parkinson's disease?	yes	yes	yes	maybe	0.985044	12
20,401,819	Is ultrasound equal to X-ray in pediatric fracture diagnosis?	yes	no	no	no	0.982209	0
20,488,985	The English antibiotic awareness campaigns: did they change the public's knowledge of and attitudes to antibiotic use?	no	maybe	maybe	maybe	0.98405	0
20,497,146	A model of healing of Los Angeles grades C and D reflux oesophagitis: is there an optimal time of acid suppression for maximal healing?	yes	yes	yes	maybe	0.986841	0
20,497,880	Is transurethral catheterisation the ideal method of bladder drainage?	no	no	no	no	0.981175	12
20,530,150	Is cholecystectomy really an indication for concomitant splenectomy in mild hereditary spherocytosis?	no	no	no	no	0.978598	0
20,537,205	Is halofantrine ototoxic?	yes	no	no	no	0.967963	12
20,538,207	Should temperature be monitorized during kidney allograft preservation?	no	yes	yes	maybe	0.97785	12
20,549,895	Health habits and vaccination status of Lebanese residents: are future doctors applying the rules of prevention?	no	no	no	maybe	0.982377	0
20,571,467	Is it appropriate to implant kidneys from elderly donors in young recipients?	yes	no	no	no	0.979966	12
20,577,124	Is leptin involved in phagocytic NADPH oxidase overactivity in obesity?	yes	yes	yes	maybe	0.981312	0
20,594,006	A patient with myelomeningocele: is untethering necessary prior to scoliosis correction?	no	no	no	maybe	0.979841	0
20,602,101	Is hypoalbuminemia an independent prognostic factor in patients with gastric cancer?	no	maybe	maybe	maybe	0.985037	0
20,602,784	Identification of racial disparities in breast cancer mortality: does scale matter?	yes	no	no	maybe	0.977278	0
20,605,051	Does case-mix based reimbursement stimulate the development of process-oriented care delivery?	yes	yes	yes	no	0.984978	12
20,608,141	PSA repeatedly fluctuating levels are reassuring enough to avoid biopsy?	no	no	no	no	0.970775	0
20,629,769	Is primary angioplasty an acceptable alternative to thrombolysis?	yes	no	no	yes	0.977987	0
20,674,150	Validation of the 2009 TNM version in a large multi-institutional cohort of patients treated for renal cell carcinoma: are further improvements needed?	yes	no	no	no	0.986546	12
20,684,175	Vitamin D supplementation and regulatory T cells in apparently healthy subjects: vitamin D treatment for autoimmune diseases?	yes	maybe	no	no	0.983427	2
20,736,672	Does perspective-taking increase patient satisfaction in medical encounters?	maybe	yes	yes	maybe	0.982847	0
20,736,887	Is decompressive surgery effective for spinal cord sarcoidosis accompanied with compressive cervical myelopathy?	no	yes	yes	no	0.984081	12
20,813,740	Does β-catenin have a role in pathogenesis of sebaceous cell carcinoma of the eyelid?	yes	no	no	no	0.982395	12
20,828,836	Is discordance in TEOAE and AABR outcomes predictable in newborns?	yes	yes	yes	maybe	0.977726	0
20,842,006	Neck pain treatment with acupuncture: does the number of needles matter?	no	no	no	maybe	0.979059	0
20,850,631	Diagnosis and follow-up in constipated children: should we use ultrasound?	yes	yes	yes	no	0.981989	0
20,871,246	Young-Burgess classification of pelvic ring fractures: does it predict mortality, transfusion requirements, and non-orthopaedic injuries?	maybe	yes	yes	maybe	0.986758	0
20,971,618	Are lifetime prevalence of impetigo, molluscum and herpes infection really increased in children having atopic dermatitis?	maybe	maybe	no	no	0.981436	12
21,074,975	Ultra high risk (UHR) for psychosis criteria: are there different levels of risk for transition to psychosis?	yes	yes	yes	maybe	0.981389	0
21,080,127	Can implant retention be recommended for treatment of infected TKA?	maybe	no	no	no	0.978347	0
21,084,567	Are stroke patients' reports of home blood pressure readings reliable?	yes	no	no	no	0.981166	12
21,123,461	Are adult body circumferences associated with height?	yes	maybe	maybe	maybe	0.977419	0
21,164,063	Is there a role for fondaparinux in perioperative bridging?	no	yes	yes	maybe	0.980608	0
21,166,749	Is patient outcome compromised during the initial experience with robot-assisted radical cystectomy?	no	yes	yes	maybe	0.987026	0
21,172,844	Does TDP-43 type confer a distinct pattern of atrophy in frontotemporal lobar degeneration?	yes	yes	yes	yes	0.980242	0
21,190,419	Does nuchal translucency thickness in the first trimester predict GDM onset during pregnancy?	no	yes	yes	maybe	0.978847	0
21,194,998	Does minimal access major surgery in the newborn hurt less?	no	no	no	maybe	0.972173	0
21,198,823	Can dobutamine stress echocardiography induce cardiac troponin elevation?	no	yes	yes	no	0.975995	12
21,214,884	Can 'high-risk' human papillomaviruses (HPVs) be detected in human breast milk?	no	yes	yes	maybe	0.979542	0
21,228,436	Can teaching medical students to investigate medication errors change their attitudes towards patient safety?	yes	yes	yes	maybe	0.985255	0
21,252,642	Does increased patient awareness improve accrual into cancer-related clinical trials?	no	yes	yes	maybe	0.983589	0
21,256,734	Does pain intensity predict a poor opioid response in cancer patients?	no	no	no	yes	0.98408	0
21,276,532	Does preoperative anemia adversely affect colon and rectal surgery outcomes?	yes	no	no	maybe	0.983898	12
21,342,862	Is EQ-5D a valid quality of life instrument in patients with acute coronary syndrome?	yes	yes	yes	yes	0.985336	0
21,346,501	Can students' scores on preclerkship clinical performance examinations predict that they will fail a senior clinical performance examination?	yes	yes	yes	maybe	0.987166	0
21,361,755	Laminoplasty outcomes: is there a difference between patients with degenerative stenosis and those with ossification of the posterior longitudinal ligament?	no	yes	yes	maybe	0.986852	0
21,368,683	Are patients with serious mental illness more likely to be admitted to nursing homes with more deficiencies in care?	yes	no	no	maybe	0.984954	0
21,394,762	Is pelvic pain associated with defecatory symptoms in women with pelvic organ prolapse?	yes	yes	yes	yes	0.984959	0
21,398,266	Do symptoms matter when considering patients for phase I clinical trials?	yes	maybe	maybe	no	0.976609	0
21,402,341	Assessment of carotid artery stenosis before coronary artery bypass surgery. Is it always necessary?	no	yes	no	no	0.977173	12
21,420,186	Could ADMA levels in young adults born preterm predict an early endothelial dysfunction?	yes	no	no	maybe	0.982293	0
21,431,987	Preoperative staging of patients with liver metastases of colorectal carcinoma. Does PET/CT really add something to multidetector CT?	no	yes	yes	no	0.984364	12
21,457,946	Are there progressive brain changes in schizophrenia?	yes	yes	yes	maybe	0.973928	12
21,459,725	Xanthogranulomatous cholecystitis: a premalignant condition?	no	maybe	maybe	maybe	0.975058	0
21,481,154	Improvements in survival of gynaecological cancer in the Anglia region of England: are these an effect of centralisation of care and use of multidisciplinary management?	yes	yes	yes	maybe	0.989621	0
21,550,158	Can autologous platelet-rich plasma gel enhance healing after surgical extraction of mandibular third molars?	yes	yes	yes	maybe	0.98257	0
21,558,951	Are there effects of intrauterine cocaine exposure on delinquency during early adolescence?	no	yes	yes	no	0.985143	12
21,569,408	Does context matter for the relationship between deprivation and all-cause mortality?	no	yes	yes	maybe	0.98496	0
21,592,383	Canada's Compassionate Care Benefit: is it an adequate public health response to addressing the issue of caregiver burden in end-of-life care?	no	maybe	maybe	maybe	0.985235	0
21,593,045	Do women with ovaries of polycystic morphology without any other features of PCOS benefit from short-term metformin co-treatment during IVF?	no	yes	yes	no	0.986044	12
21,618,245	Does surgery or radiation therapy impact survival for patients with extrapulmonary small cell cancers?	yes	yes	yes	no	0.986898	12
21,645,374	Do mitochondria play a role in remodelling lace plant leaves during programmed cell death?	yes	yes	yes	no	0.978737	0
21,658,267	Do improvements in outreach, clinical, and family and community-based services predict improvements in child survival?	yes	yes	yes	maybe	0.983871	0
21,669,959	Secondhand smoke risk in infants discharged from an NICU: potential for significant health disparities?	yes	yes	yes	maybe	0.98391	0
21,689,015	Can dogs prime autistic children for therapy?	yes	no	no	maybe	0.972719	0
21,712,147	Does combining antiretroviral agents in a single dosage form enhance quality of life of HIV/AIDS patients?	no	no	no	maybe	0.986916	0
21,726,930	Is endometrial polyp formation associated with increased expression of vascular endothelial growth factor and transforming growth factor-beta1?	yes	yes	yes	yes	0.981548	0
21,739,621	Does obesity predict knee pain over fourteen years in women, independently of radiographic changes?	yes	no	no	yes	0.983951	0
21,745,056	Global Longitudinal Pathway: has medical education curriculum influenced medical students' skills and attitudes toward culturally diverse populations?	yes	maybe	maybe	maybe	0.984106	0
21,756,515	Does solid culture for tuberculosis influence clinical decision making in India?	maybe	no	no	maybe	0.979354	0
21,789,019	Do elderly cancer patients have different care needs compared with younger ones?	no	yes	yes	yes	0.982705	0
21,801,416	The effect of an intracerebroventricular injection of metformin or AICAR on the plasma concentrations of melatonin in the ewe: potential involvement of AMPK?	yes	yes	yes	no	0.983044	12
21,823,940	Department of Transportation vs self-reported data on motor vehicle collisions and driving convictions for stroke survivors: do they agree?	no	yes	yes	maybe	0.982821	0
21,845,457	Outcomes of severely injured adult trauma patients in an Australian health service: does trauma center level make a difference?	yes	maybe	maybe	maybe	0.985854	0
21,848,798	MiraLAX vs. Golytely: is there a significant difference in the adenoma detection rate?	yes	yes	yes	no	0.982358	0
21,849,531	Does growth hormone replacement therapy reduce mortality in adults with growth hormone deficiency?	no	maybe	maybe	maybe	0.982107	0
21,850,494	Hepatorenal syndrome: are we missing some prognostic factors?	yes	yes	yes	maybe	0.97734	0
21,864,397	Factors determining the survival of nasopharyngeal carcinoma with lung metastasis alone: does combined modality treatment benefit?	yes	maybe	maybe	maybe	0.984228	0
21,865,668	Does automatic transmission improve driving behavior in older drivers?	yes	yes	yes	maybe	0.977816	0
21,873,082	Is the h-index predictive of greater NIH funding success among academic radiologists?	yes	yes	yes	maybe	0.982846	0
21,880,023	Does exercise during pregnancy prevent postnatal depression?	no	yes	no	no	0.979058	12
21,881,325	Do preoperative statins reduce atrial fibrillation after coronary artery bypass grafting?	yes	yes	yes	no	0.976927	12
21,889,895	Will CT ordering practices change if we educate residents about the potential effects of radiation exposure?	no	yes	yes	maybe	0.985019	0
21,900,017	Does lung ischemia and reperfusion have an impact on coronary flow?	yes	yes	yes	no	0.980464	12
21,904,069	Spleen-preserving distal pancreatectomy with resection of the splenic vessels. Should one rely on the short gastric arteries?	no	no	no	no	0.98695	0
21,914,194	Health care for immigrants in Europe: is there still consensus among country experts about principles of good practice?	maybe	yes	yes	maybe	0.984379	0
21,946,341	Is there a relationship between complex fractionated atrial electrograms recorded during atrial fibrillation and sinus rhythm fractionation?	no	maybe	maybe	yes	0.983288	0
21,951,591	Motor performance in chronic low back pain: is there an influence of pain-related cognitions?	yes	yes	yes	maybe	0.985354	0
21,952,349	Remote ischemic postconditioning: does it protect against ischemic damage in percutaneous coronary revascularization?	yes	yes	yes	yes	0.978331	0
21,979,183	Does intra-abdominal desmoid disease affect patients with an ileal pouch differently than those with an ileorectal anastomosis?	no	yes	yes	maybe	0.986292	0
22,011,946	Does a preoperative medically supervised weight loss program improve bariatric surgery outcomes?	no	no	no	yes	0.980257	0
22,012,962	Marital status, living arrangement and mortality: does the association vary by gender?	yes	yes	yes	maybe	0.981927	0
22,023,714	Does delivery mode affect women's postpartum quality of life in rural China?	no	yes	yes	no	0.986903	12
22,042,121	Perioperative care in an animal model for training in abdominal surgery: is it necessary a preoperative fasting?	no	no	no	yes	0.981991	0
22,075,911	Is there a differential in the dental health of new recruits to the British Armed Forces?	yes	yes	yes	maybe	0.984553	0
22,108,230	Is the fibronectin-aggrecan complex present in cervical disk disease?	yes	yes	yes	maybe	0.979412	0

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