Datasets:

YuexingHao
/

MedPAIR

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 29 new columns ({'sentence_21', 'sentence_4', 'sentence_6', 'sentence_13', 'sentence_number', 'sentence_19', 'sentence_12', 'step1_excerpts', 'sentence_16', 'sentence_3', 'sentence_8', 'sentence_15', 'sentence_10', 'sentence_7', 'answer', 'sentence_9', 'sentence_20', 'sentence_2', 'ID', 'data_source', 'step1_sentences', 'sentence_5', 'sentence_11', 'sentence_18', 'centaur_question', 'sentence_14', 'sentence_17', 'question_options', 'sentence_1'}) and 27 missing columns ({'q10', 'q2', 'q15', 'Labeling state', 'q3', 'q18', 'q5', 'q6', 'q8', 'q9', 'q19', 'q13', 'q11', 'Problem ID', 'q12', 'User ID ', 'q14', 'Origin', 'q20', 'q7', 'q16', 'q4', 'q17', 'Duration', 'q1', 'q21', 'q22'}).

This happened while the csv dataset builder was generating data using

hf://datasets/YuexingHao/MedPAIR/Sentence_Label_Original_2k.csv (at revision da99497e93aa3391319a52171c3fdf77e534603d)

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
              ID: string
              centaur_question: string
              sentence_number: double
              answer: string
              data_source: string
              step1_excerpts: string
              question_options: string
              step1_sentences: string
              sentence_1: string
              sentence_2: string
              sentence_3: string
              sentence_4: string
              sentence_5: string
              sentence_6: string
              sentence_7: string
              sentence_8: string
              sentence_9: string
              sentence_10: string
              sentence_11: string
              sentence_12: string
              sentence_13: string
              sentence_14: string
              sentence_15: string
              sentence_16: string
              sentence_17: string
              sentence_18: string
              sentence_19: string
              sentence_20: string
              sentence_21: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3797
              to
              {'Origin': Value(dtype='string', id=None), 'Problem ID': Value(dtype='int64', id=None), 'Duration': Value(dtype='float64', id=None), 'Labeling state': Value(dtype='string', id=None), 'User ID ': Value(dtype='int64', id=None), 'q1': Value(dtype='string', id=None), 'q2': Value(dtype='string', id=None), 'q3': Value(dtype='string', id=None), 'q4': Value(dtype='string', id=None), 'q5': Value(dtype='string', id=None), 'q6': Value(dtype='string', id=None), 'q7': Value(dtype='string', id=None), 'q8': Value(dtype='string', id=None), 'q9': Value(dtype='string', id=None), 'q10': Value(dtype='string', id=None), 'q11': Value(dtype='string', id=None), 'q12': Value(dtype='string', id=None), 'q13': Value(dtype='string', id=None), 'q14': Value(dtype='string', id=None), 'q15': Value(dtype='string', id=None), 'q16': Value(dtype='string', id=None), 'q17': Value(dtype='string', id=None), 'q18': Value(dtype='string', id=None), 'q19': Value(dtype='string', id=None), 'q20': Value(dtype='string', id=None), 'q21': Value(dtype='string', id=None), 'q22': 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 1433, 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 1050, 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 29 new columns ({'sentence_21', 'sentence_4', 'sentence_6', 'sentence_13', 'sentence_number', 'sentence_19', 'sentence_12', 'step1_excerpts', 'sentence_16', 'sentence_3', 'sentence_8', 'sentence_15', 'sentence_10', 'sentence_7', 'answer', 'sentence_9', 'sentence_20', 'sentence_2', 'ID', 'data_source', 'step1_sentences', 'sentence_5', 'sentence_11', 'sentence_18', 'centaur_question', 'sentence_14', 'sentence_17', 'question_options', 'sentence_1'}) and 27 missing columns ({'q10', 'q2', 'q15', 'Labeling state', 'q3', 'q18', 'q5', 'q6', 'q8', 'q9', 'q19', 'q13', 'q11', 'Problem ID', 'q12', 'User ID ', 'q14', 'Origin', 'q20', 'q7', 'q16', 'q4', 'q17', 'Duration', 'q1', 'q21', 'q22'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/YuexingHao/MedPAIR/Sentence_Label_Original_2k.csv (at revision da99497e93aa3391319a52171c3fdf77e534603d)
              
              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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Origin string	Problem ID int64	Duration float64	Labeling state string	User ID int64	q1 string	q2 string	q3 string	q4 string	q5 string	q6 string	q7 string	q8 string	q9 string	q10 string	q11 string	q12 string	q13 string	q14 string	q15 string	q16 string	q17 string	q18 string	q19 string	q20 string	q21 string	q22 string
ID2000	25,261,945	84.593	Labeled	579,501	c	high relevance	high relevance	high relevance	low relevance	low relevance	not relevant	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID2000	25,261,945	180.905	Labeled	579,796	d	low relevance	high relevance	high relevance	low relevance	low relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID2000	25,261,945	72.242	Labeled	581,648	a	high relevance	high relevance	high relevance	high relevance	high relevance	high relevance	high relevance	null	null	null	null	null	null	null	null	null	null	null	null	null	null
ID1999	25,261,946	292.634	Labeled	579,918	e	low relevance	high relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1999	25,261,946	203.529	Labeled	581,304	e	high relevance	high relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1999	25,261,946	226.492	Labeled	579,536	e	low relevance	high relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1999	25,261,946	217.128	Labeled	579,516	c	high relevance	high relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1998	25,261,947	302.918	Labeled	348,391	d	low relevance	high relevance	high relevance	low relevance	low relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1998	25,261,947	175.523	Labeled	579,501	a	not relevant	not relevant	not relevant	not relevant	not relevant	not relevant	not relevant	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1998	25,261,947	168.096	Labeled	581,648	a	high relevance	high relevance	high relevance	high relevance	high relevance	high relevance	low relevance	not relevant	null	null	null	null	null	null	null	null	null	null	null	null	null
ID1997	25,261,948	217.483	Labeled	579,918	c	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	not relevant	low relevance	low relevance	high relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1997	25,261,948	118.894	Labeled	580,677	b	high relevance	high relevance	low relevance	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1997	25,261,948	101.389	Labeled	579,493	c	high relevance	high relevance	high relevance	high relevance	low relevance	low relevance	low relevance	low relevance	high relevance	high relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1996	25,261,949	113.831	Labeled	586,785	b	high relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1996	25,261,949	62.123	Labeled	579,600	d	high relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1996	25,261,949	64.334	Labeled	580,677	d	high relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1995	25,261,950	28.983	Labeled	579,470	a	high relevance	high relevance	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1995	25,261,950	75.688	Labeled	580,256	d	high relevance	high relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1995	25,261,950	142.543	Labeled	579,502	d	high relevance	low relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1994	25,261,951	2,871.492	Labeled	580,262	d	high relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1994	25,261,951	123.001	Labeled	586,785	e	high relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1994	25,261,951	571.455	Labeled	387,188	i	high relevance	high relevance	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1993	25,261,952	87.694	Labeled	579,494	d	high relevance	low relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1993	25,261,952	55.45	Labeled	579,470	d	high relevance	high relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1993	25,261,952	45.239	Labeled	586,807	c	high relevance	high relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1992	25,261,953	183.59	Labeled	579,600	f	high relevance	low relevance	low relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1992	25,261,953	269.511	Labeled	387,188	f	high relevance	high relevance	low relevance	low relevance	high relevance	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1992	25,261,953	149.072	Labeled	586,785	e	high relevance	low relevance	low relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1991	25,261,954	357.886	Labeled	586,778	d	high relevance	high relevance	low relevance	low relevance	low relevance	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1991	25,261,954	257.687	Labeled	586,802	d	high relevance	high relevance	low relevance	not relevant	high relevance	high relevance	low relevance	low relevance	low relevance	low relevance	not relevant	not relevant	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1991	25,261,954	364.144	Labeled	586,785	d	high relevance	high relevance	low relevance	low relevance	low relevance	high relevance	low relevance	low relevance	low relevance	low relevance	not relevant	not relevant	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1990	25,261,955	131.899	Labeled	587,803	a	high relevance	high relevance	high relevance	high relevance	high relevance	high relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1990	25,261,955	234.454	Labeled	579,499	d	high relevance	high relevance	high relevance	high relevance	high relevance	high relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1990	25,261,955	140.172	Labeled	583,242	c	low relevance	high relevance	high relevance	high relevance	high relevance	high relevance	low relevance	low relevance	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1989	25,261,956	109.943	Labeled	579,501	d	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1989	25,261,956	41.628	Labeled	582,025	b	low relevance	low relevance	high relevance	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
ID1989	25,261,956	208.756	Labeled	579,918	c	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1988	25,261,957	227.681	Labeled	581,304	d	high relevance	high relevance	high relevance	low relevance	low relevance	low relevance	high relevance	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable
ID1988	25,261,957	162.593	Labeled	348,391	d	low relevance	high relevance	high relevance	high relevance	not applicable	not relevant	high relevance	high relevance	high relevance	low relevance	high relevance	high relevance	low relevance	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable
ID1988	25,261,957	159.389	Labeled	583,242	d	high relevance	high relevance	low relevance	high relevance	low relevance	low relevance	low relevance	high relevance	low relevance	low relevance	high relevance	low relevance	low relevance	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable
ID1987	25,261,958	1,557.545	Labeled	387,188	a	high relevance	high relevance	high relevance	low relevance	high relevance	low relevance	not relevant	high relevance	high relevance	low relevance	low relevance	not relevant	not relevant	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1987	25,261,958	91.278	Labeled	586,841	h	high relevance	high relevance	high relevance	high relevance	not relevant	not relevant	low relevance	not relevant	high relevance	high relevance	low relevance	high relevance	not relevant	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1987	25,261,958	155.42	Labeled	579,516	a	high relevance	high relevance	high relevance	high relevance	low relevance	high relevance	low relevance	low relevance	high relevance	high relevance	high relevance	high relevance	low relevance	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1986	25,261,959	70.119	Labeled	580,677	c	high relevance	high relevance	low relevance	high relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1986	25,261,959	254.964	Labeled	579,499	c	high relevance	low relevance	low relevance	high relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1986	25,261,959	180.404	Labeled	579,536	a	high relevance	high relevance	low relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1985	25,261,960	81.143	Labeled	579,608	h	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1985	25,261,960	87.07	Labeled	579,516	b	high relevance	high relevance	high relevance	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1985	25,261,960	153.807	Labeled	579,493	b	high relevance	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1984	25,261,961	142.383	Labeled	581,304	d	low relevance	high relevance	high relevance	high relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1984	25,261,961	156.395	Labeled	581,648	d	not relevant	high relevance	high relevance	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1984	25,261,961	44.844	Labeled	580,256	d	low relevance	high relevance	low relevance	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1983	25,261,962	389.415	Labeled	580,256	d	high relevance	high relevance	high relevance	low relevance	high relevance	high relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1983	25,261,962	134.515	Labeled	580,677	d	high relevance	low relevance	high relevance	low relevance	low relevance	high relevance	high relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1983	25,261,962	230.457	Labeled	579,608	d	high relevance	high relevance	high relevance	low relevance	high relevance	high relevance	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1982	25,261,963	98.047	Labeled	580,167	i	high relevance	high relevance	high relevance	low relevance	low relevance	not relevant	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1982	25,261,963	75.683	Labeled	580,262	i	high relevance	high relevance	high relevance	low relevance	low relevance	not relevant	low relevance	high relevance	null	null	null	null	null	null	null	null	null	null	null	null	null
ID1982	25,261,963	106.418	Labeled	579,493	i	high relevance	high relevance	high relevance	high relevance	high relevance	not relevant	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1981	25,261,964	223.837	Labeled	586,778	a	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	high relevance	low relevance	low relevance	low relevance	high relevance	low relevance	low relevance	low relevance	low relevance	high relevance	high relevance	not applicable	not applicable	not applicable
ID1981	25,261,964	147.596	Labeled	586,807	a	high relevance	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	high relevance	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable
ID1981	25,261,964	295.917	Labeled	586,785	d	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	not relevant	low relevance	low relevance	low relevance	low relevance	high relevance	high relevance	not applicable	not applicable	not applicable
ID1980	25,261,965	229.843	Labeled	582,025	b	low relevance	not relevant	not relevant	not relevant	not relevant	not relevant	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1980	25,261,965	99.161	Labeled	579,499	g	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1980	25,261,965	118.603	Labeled	349,529	i	high relevance	not relevant	not relevant	not relevant	not relevant	not relevant	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1979	25,261,966	119.629	Labeled	580,256	h	high relevance	high relevance	high relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1979	25,261,966	100.429	Labeled	579,499	h	low relevance	high relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1979	25,261,966	118.46	Labeled	126,913	g	high relevance	high relevance	low relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1978	25,261,967	431.478	Labeled	582,025	a	high relevance	high relevance	low relevance	low relevance	high relevance	low relevance	high relevance	low relevance	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1978	25,261,967	150.621	Labeled	581,304	b	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1978	25,261,967	328.892	Labeled	579,474	a	low relevance	low relevance	low relevance	low relevance	high relevance	low relevance	high relevance	low relevance	not relevant	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1977	25,261,968	190.545	Labeled	579,608	c	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	not relevant	low relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1977	25,261,968	310.74	Labeled	579,501	c	high relevance	high relevance	high relevance	low relevance	high relevance	high relevance	low relevance	low relevance	low relevance	high relevance	not relevant	low relevance	not relevant	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1977	25,261,968	335.978	Labeled	579,536	d	high relevance	low relevance	low relevance	low relevance	low relevance	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1000	25,261,969	240.686	Labeled	579,547	b	high relevance	high relevance	low relevance	low relevance	not relevant	high relevance	high relevance	low relevance	low relevance	low relevance	low relevance	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1000	25,261,969	229.8	Labeled	580,167	b	high relevance	high relevance	low relevance	low relevance	low relevance	high relevance	high relevance	low relevance	low relevance	high relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1000	25,261,969	71.736	Labeled	580,262	b	high relevance	high relevance	low relevance	low relevance	low relevance	high relevance	high relevance	low relevance	low relevance	high relevance	low relevance	null	null	null	null	null	null	null	null	null	null
ID1976	25,261,970	136.68	Labeled	348,391	a	low relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1976	25,261,970	112.774	Labeled	586,807	e	high relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1976	25,261,970	130.127	Labeled	587,146	c	not applicable	high relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1975	25,261,971	242.231	Labeled	348,391	j	low relevance	low relevance	low relevance	not relevant	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1975	25,261,971	116.785	Labeled	579,600	e	high relevance	low relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1975	25,261,971	149.308	Labeled	579,918	a	high relevance	low relevance	high relevance	low relevance	high relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID0999	25,261,972	153.383	Labeled	579,796	d	high relevance	high relevance	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID0999	25,261,972	120.239	Labeled	349,529	d	low relevance	low relevance	not relevant	not relevant	not relevant	not relevant	not relevant	not relevant	not relevant	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID0999	25,261,972	159.256	Labeled	586,841	d	high relevance	high relevance	high relevance	not relevant	not relevant	low relevance	low relevance	low relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1974	25,261,973	215.088	Labeled	579,585	c	high relevance	high relevance	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1974	25,261,973	140.322	Labeled	582,025	c	low relevance	high relevance	high relevance	low relevance	low relevance	low relevance	high relevance	low relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1974	25,261,973	400.88	Labeled	581,648	c	high relevance	low relevance	high relevance	high relevance	high relevance	high relevance	high relevance	low relevance	low relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID0998	25,261,974	210.921	Labeled	579,502	b	high relevance	high relevance	low relevance	high relevance	low relevance	low relevance	low relevance	low relevance	high relevance	high relevance	low relevance	low relevance	low relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID0998	25,261,974	292.631	Labeled	579,918	b	high relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	low relevance	high relevance	low relevance	low relevance	low relevance	high relevance	low relevance	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable
ID0998	25,261,974	49.183	Labeled	579,505	b	high relevance	high relevance	not relevant	low relevance	not relevant	high relevance	low relevance	low relevance	high relevance	high relevance	high relevance	low relevance	low relevance	low relevance	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1973	25,261,975	246.834	Labeled	581,304	c	high relevance	low relevance	high relevance	high relevance	high relevance	low relevance	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
ID1973	25,261,975	374.05	Labeled	579,585	c	high relevance	not relevant	high relevance	high relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1973	25,261,975	151.973	Labeled	580,677	c	high relevance	low relevance	high relevance	low relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1972	25,261,976	116.513	Labeled	349,529	b	high relevance	not relevant	not relevant	high relevance	not relevant	low relevance	not relevant	not relevant	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1972	25,261,976	129.692	Labeled	579,536	c	high relevance	low relevance	low relevance	not relevant	not relevant	high relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID1972	25,261,976	140.427	Labeled	579,502	b	high relevance	low relevance	low relevance	low relevance	low relevance	high relevance	high relevance	low relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID0997	25,261,977	37.256	Labeled	348,391	c	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable
ID0997	25,261,977	152.721	Labeled	580,262	c	high relevance	high relevance	high relevance	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
ID0997	25,261,977	107.166	Labeled	580,167	c	high relevance	high relevance	high relevance	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable	not applicable

End of preview.

Dataset Card for MedPAIR

MedPAIR represents a "Medical Dataset Comparing Physician Trainees and AI Relevance Estimation and Question Answering". We design MedPAIR to compare LLM reasoning processes to those of physician trainees and to enable future research to focus on relevant features. MedPAIR is a first benchmark step to matching the relevancy annotated by clinical professional labelers to that estimated by LLMs. The motivation for MedPAIR is to ensure that what the LLM finds relevant in a clinical case closely matches what a physician trainee finds relevant.

Dataset Details

There are two sequential stages: first, physician trainee labelers answered the QA question in column "q1"; then labeled each sentence's relevancy level in "Patient Profile".

We recruited 36 labelers (medical students or above) to curate the dataset. After filtering incorrect answers and their sentence labels, we got 1404 unique QAs with more than one correct labels. Among them, 104 QAs have only "High Relevance" in the "Patient Profile" and didn't show removing the "Low Relevance" and "Irrelevant" sentences could help them with decision-making. Therefore, we curate the total of 1,300 unique QA pairs with at least one "low relevance" or "irrelevant" sentence removed.

Dataset Sources

Repository: https://github.com/YuexingHao/MedPAIR
Paper: TBD
Website: https://medpair.csail.mit.edu/
Curated by: This project was primarily conducted and recieved ethics exempt via MIT COUHES. The project was assisted by researchers at other various academic and industry institutions.
Funded by: This work was supported in part by an award from the Hasso Plattner Foundation, a National Science Foundation (NSF) CAREER Award (#2339381), and an AI2050 Early Career Fellowship (G-25-68042).
Language(s): The dataset is in English.
License: Physician trainees' labels within the dataset are licensed under the Creative Commons Attribution 4.0 International License (CC-BY-4.0).

Terms of Use

Purpose

The Dataset is provided for the purpose of research and educational use in the field of input context relevance estimates, medical question answering, social science and related areas; and can be used to develop or evaluate artificial intelligence, including Large Language Models (LLMs).

Usage Restrictions

Users of the Dataset should adhere to the terms of use for a specific model when using its generated responses. This includes respecting any limitations or use case prohibitions set forth by the original model's creators or licensors.

Content Warning

The Dataset contains raw conversations that may include content considered unsafe or offensive. Users must apply appropriate filtering and moderation measures when using this Dataset for training purposes to ensure the generated outputs align with ethical and safety standards.

No Endorsement of Content

The conversations and data within this Dataset do not reflect the views or opinions of the Dataset creators, funders or any affiliated institutions. The dataset is provided as a neutral resource for research and should not be construed as endorsing any specific viewpoints.

Limitation of Liability

The authors and funders of this Dataset will not be liable for any claims, damages, or other liabilities arising from the use of the dataset, including but not limited to the misuse, interpretation, or reliance on any data contained within.

Issue Reporting

If there are any issues with the dataset, please report it to us via email yuexing@mit.edu.

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