| Dataset Metrics | |
|---|---|
| Word Error Rate | 9.57% |
| Character Error Rate | 2.29% |
| Medical Term Recall | 87.80% |
| Dataset Summary | |
|---|---|
| Number of examples | 10 |
| Number of reference words | 324 |
| Number of reference characters | 2,212 |
| Number of generated words | 321 |
| Number of generated characters | 2,190 |
| Example 1 | ||
|---|---|---|
| 1 | Ref. | the patient was diagnosed with hypertension and prescribed metformin to manage blood sugar |
| Gen. | the patient was diagnosed with hypertension and prescribed metformin to manage bloodsugar | |
| 2 | Ref. | levels an mri was also ordered to evaluate the condition further follow up is scheduled in two weeks |
| Gen. | levels an mri was also ordered to evaluate the condition futher follow up is scheduled two weeks | |
| 3 | Ref. | blood sugar monitoring is recommended weekly |
| Gen. | blood sugar monitoring is recommended weekly | |
| Example 2 | ||
|---|---|---|
| 1 | Ref. | after the colonoscopy the physician noted mild inflammation in the lower intestine a biopsy was |
| Gen. | after the colonoscopy the physician noted mild inflamation in the lower intestine a biopsy was | |
| 2 | Ref. | taken from the affected area for further analysis the patient tolerated the procedure well without |
| Gen. | taken from affected area for further analysis the patient tolerated the procedure well without | |
| 3 | Ref. | any complications |
| Gen. | any complications | |
| Example 3 | ||
|---|---|---|
| 1 | Ref. | lab results showed elevated cholesterol and low hemoglobin levels consistent with mild anemia the |
| Gen. | lab results showed elevated cholesterol and low hemoglobin levels consistant with mild anemia the | |
| 2 | Ref. | doctor recommended dietary changes and a follow up blood test in three months |
| Gen. | doctor recomended dietary changes and a follow up blood test in three months | |
| Example 4 | ||
|---|---|---|
| 1 | Ref. | the patient presented with a displaced fracture of the left radius after a fall ibuprofen was |
| Gen. | the patient presented with a displaced fracture of the left radius after a fall ibuprofen was | |
| 2 | Ref. | administered for pain relief prior to imaging surgical intervention may be required depending on the |
| Gen. | administred for pain relief prior to imaging surgical intervention may be required depending on | |
| 3 | Ref. | x ray findings |
| Gen. | x ray findings | |
| Example 5 | ||
|---|---|---|
| 1 | Ref. | the patient was started on insulin therapy following a diagnosis of type two diabetes hemoglobin a1c |
| Gen. | the patient was started on insulin therapy following a diagnosis of type two diabetes hemoglobin a1c | |
| 2 | Ref. | levels were significantly above normal range a referral to an endocrinologist was placed for |
| Gen. | levels were significently above the normal range a referal to an endocrinologist was placed for | |
| 3 | Ref. | specialized care |
| Gen. | specialized care | |
| Example 6 | ||
|---|---|---|
| 1 | Ref. | the child was admitted with suspected pneumonia and placed on intravenous amoxicillin chest |
| Gen. | the child was admited with suspected pneumonia and placed on intra venous amoxicillin chest | |
| 2 | Ref. | imaging confirmed bilateral infiltrates in the lower lobes oxygen saturation was monitored closely |
| Gen. | imaging confirmed bilateral infiltrates in lower lobes oxygen saturation was monitered closely | |
| 3 | Ref. | throughout the night |
| Gen. | throughout the night | |
| Example 7 | ||
|---|---|---|
| 1 | Ref. | during the preoperative assessment the anesthesia team noted a history of tachycardia the patient |
| Gen. | during the preoperative assesment the anesthesia team noted a history of tachycardia the patient | |
| 2 | Ref. | was cleared for surgery after a cardiology consultation general anesthesia was administered without |
| Gen. | was cleared for surgery after a cardiology consulation general anesthesia was administed without | |
| 3 | Ref. | incident |
| Gen. | incident | |
| Example 8 | ||
|---|---|---|
| 1 | Ref. | the patient underwent dialysis three times per week due to chronic kidney disease recent lab work |
| Gen. | the patient underwent dialysis three times per week due to chronic kidney disease recent lab work | |
| 2 | Ref. | showed improved hemoglobin levels after an adjustment in medication the nephrologist was satisfied |
| Gen. | showed improved hemoglobi nlevels after an adjustement in medication the nephrologist was satisfyed | |
| 3 | Ref. | with the current treatment plan |
| Gen. | with the current treatment plan | |
| Example 9 | ||
|---|---|---|
| 1 | Ref. | a routine screening colonoscopy revealed two small polyps which were removed during the procedure |
| Gen. | a routine screening colonoscopy revealed two small polyps which were removed during the procedure | |
| 2 | Ref. | biopsy results are pending and the patient will be notified within five business days no signs of |
| Gen. | biopsy results are pending and patient will be notifyed within five business days no signs of | |
| 3 | Ref. | malignancy were observed during visual inspection |
| Gen. | malignancy were observd during the visual inspection | |
| Example 10 | ||
|---|---|---|
| 1 | Ref. | blood pressure readings confirmed persistent hypertension despite current medication the physician |
| Gen. | blood presure readings confirmed persistant hypertension despite current medication the physician | |
| 2 | Ref. | added a low dose of metformin after discovering elevated fasting glucose the patient was advised to |
| Gen. | added a low dose of metformin after discovering elevated fasting glucose the patient was advised to | |
| 3 | Ref. | reduce sodium intake and increase physical activity |
| Gen. | reduce sodium intake and increase physical activity | |