Table 2.

Top ten words in topics enriched for in-hospital mortality, hospital survival (any number of days post-discharge), and 1 year post-discharge mortality.

	Topic	Top Ten Words	Possible Topic
In- hospital Mor- tality	27	name, family, neuro, care, noted, status, plan, stitle, dr, remains	Discussion of end- of-life care
	15	intubated, vent, ett, secre- tions, propofol, abg, respi- ratory, resp, care, sedated	Respiratory failure
	7	thick, secretions, vent, trach, resp, tf, tube, coarse, cont, suctioned	Respiratory infection
	5	liver, renal, hepatic, ascites, dialysis, failure, ow, transplant, portal, ultrasound	Renal Failure
Hospital Sur- vival	1	cabg, pain, ct, artery, coronary, valve, post, wires, chest, sp	Cardio- vascular surgery
	40	left, fracture, ap, views, reason, clip, hip, distal, lat, report	Fracture
	16	gtt, insulin, bs, lasix, endo, monitor, mg, am, plan, iv	Chronic diabetes
1 Year Mor- tality	3	picc, line, name, proce- dure, catheter, vein, tip, placement, clip, access	PICC5 line inser- tion
	4	biliary, mass, duct, metastatic, bile, cancer, left, ca, tumor, clip	Cancer treatment
	45	catheter, name, pro- cedure, contrast, wire, french, placed, needle, advanced, clip	Coronary catheteri- zation