Table 1.

Hyperparameter values for the top five topics in three example documents. Report author names have been replaced with the physician’s area of specialty.

	Report type	Author	Patient age	Patient gender
	Consultation	Neuro oncologist	30	Male
7.481	temodar, cycle, days, cycles, brain
5.977556	intact, year-old, normal, seen, mri_scan
5.396355	mri_scan, change, comes, nerves, outpatient
4.248921	surgery, ct_scan, revealed, performed, mri_scan
4.193324	glioblastoma_multiforme, tumor, brain, resection, mri
	Report type	Author	Patient age	Patient gender
	Progress report	Cardiologist	70	Male
2.61905	blood_pressure, normal, illness, months, pulse
2.460163	stroke, given, prior, acute, evidence
2.374758	blood_pressure, stenosis, significant, coronary_artery_disease, status_post
1.522354	course, continued, home, hospitalization, follow-up
1.435546	course, follow, discharged, instructed, pain
	Report type	Author	Patient age	Patient gender
	Progress report	Thoracic surgeon	50	Female
0.969474	underwent, lung, negative, revealed, performed
0.906682	plan, year-old, clear, edema, currently
0.599339	chemotherapy, lesion, lesions, size, parietal_lobe
0.553506	plan, agree, seen, discussed, lower_lobe
0.532509	continue, plan, bid, inpatient, hr