ReXErr-v1: Clinically Meaningful Chest X-Ray Report Errors Derived from MIMIC-CXR 1.0.0
(1,347 bytes)
{
'dicom_id': 'Dicom ID(s) for the associated report',
'study_id': 'Study ID taken from MIMIC-CXR',
'subject_id': 'Subject ID taken from MIMIC-CXR',
'original_report': 'Original report taken from MIMIC-CXR',
'original_sentence': 'Original sentence from the given MIMIC-CXR report',
'error_report': 'Report with errors injected using GPT-4o',
'error_sentence': 'Sentence from the error-injected report. Note that the sentence itself may not necessarily contain an error, but it originates from the error-injected report',
'errors_sampled': 'Errors that were sampled to create the error report. Note that the error report may not contain all of the errors sampled, and for more accurate labeling, see the sentence level labeling.',
'error_present': 'Indicator for whether an error is present in the sentence, where 0 corresponds to unchanged sentence, 1 corresponds to error sentence, and 2 corresponds to neutral sentence (references a prior or does not contain any clinically relevant indications/findings)',
'error_type': 'If an error is present within the error_sentence, the specific type of error it is',
'acceptable': 'Whether the synthetic error report was determined as plausible by the clinician, indicated by a Yes or No',
'comments': 'Relevant comments when the report is not plausible'
}