Table 3.

Example of sleep-related characteristics derived from de-identified clinical notes.

Note Excerpt (De-identified)Snoring (1 = true, 0 = false)Napping (1 = true, 0 = false)Sleep problem (1 = true, 0 = false)Bad sleep quality (1 = true, 0 = false)Daytime sleepiness (1 = true, 0 = false)Night wakings (1 = true, 0 = false)Sleep duration (0 = short, 1 = medium, 2 = long)
A 69-year-old female patient comes to office for checkup. History of osteoporosis, Alzheimer's, COPD, and anxiety. Reports trouble getting to sleep and staying asleep; lunesta not working. Follows with specialists and manages medications for chronic conditions. No complaints of pain or other systemic symptoms affecting sleep noted during visit. Primary insomnia diagnosed.0011000
Note Excerpt (De-identified)Snoring (1 = true, 0 = false)Napping (1 = true, 0 = false)Sleep problem (1 = true, 0 = false)Bad sleep quality (1 = true, 0 = false)Daytime sleepiness (1 = true, 0 = false)Night wakings (1 = true, 0 = false)Sleep duration (0 = short, 1 = medium, 2 = long)
A 69-year-old female patient comes to office for checkup. History of osteoporosis, Alzheimer's, COPD, and anxiety. Reports trouble getting to sleep and staying asleep; lunesta not working. Follows with specialists and manages medications for chronic conditions. No complaints of pain or other systemic symptoms affecting sleep noted during visit. Primary insomnia diagnosed.0011000

Annotations in the table indicate the presence or absence of the sleep characteristics.

Table 3.

Example of sleep-related characteristics derived from de-identified clinical notes.

Note Excerpt (De-identified)Snoring (1 = true, 0 = false)Napping (1 = true, 0 = false)Sleep problem (1 = true, 0 = false)Bad sleep quality (1 = true, 0 = false)Daytime sleepiness (1 = true, 0 = false)Night wakings (1 = true, 0 = false)Sleep duration (0 = short, 1 = medium, 2 = long)
A 69-year-old female patient comes to office for checkup. History of osteoporosis, Alzheimer's, COPD, and anxiety. Reports trouble getting to sleep and staying asleep; lunesta not working. Follows with specialists and manages medications for chronic conditions. No complaints of pain or other systemic symptoms affecting sleep noted during visit. Primary insomnia diagnosed.0011000
Note Excerpt (De-identified)Snoring (1 = true, 0 = false)Napping (1 = true, 0 = false)Sleep problem (1 = true, 0 = false)Bad sleep quality (1 = true, 0 = false)Daytime sleepiness (1 = true, 0 = false)Night wakings (1 = true, 0 = false)Sleep duration (0 = short, 1 = medium, 2 = long)
A 69-year-old female patient comes to office for checkup. History of osteoporosis, Alzheimer's, COPD, and anxiety. Reports trouble getting to sleep and staying asleep; lunesta not working. Follows with specialists and manages medications for chronic conditions. No complaints of pain or other systemic symptoms affecting sleep noted during visit. Primary insomnia diagnosed.0011000

Annotations in the table indicate the presence or absence of the sleep characteristics.

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