Table 6A,B,C.
Elements, counts, and example values/patterns Residence, Living Situation, and Living Conditions. For each source n= the total number of unique sentences that we eventually annotated for distinct elements. Percent of unique sentences that contained the element (Total number of instances of that element). Example values and patterns in bold are newly added to the existing model as a result of this work. Bolded Example Values represent items added to the existing model through this study.
| Table 6A. Residence | |||||
|---|---|---|---|---|---|
| Elements | MTS (n=36) | UPMC (n=42) | FHS (n=504) | Total (n=581) | Example Values and Patterns |
| Status | 65.7%(30) | 76.2% (35) | 58.3% (351) | 60.1% (416) | lives in, resides in, homeless <ownership status> lives, live, living, moved, resides, residing, lived, staying, built, buying, came |
| Subject | 2.9% (1) | - | 0.8% (5) | 0.9% (6) | mother’s, in-laws, friends, daughter and son-in-law, <family member> |
| Negation | - | - | 0.2% (1) | 0.2% (1) | no <residence detail>, don’t |
| Certainty | 2.9% (1) | - | 0.4% (2) | 0.5% (3) | yes/present, no/absent, unknown, didn’t know, apparently |
| Quantity | - | - | 0.2% (1) | 0.2% (1) | <#> steps, <#> floors/levels <#> residence detail, several, <#> |
| Temporal | 14.3% (6) | 7.1% (3) | 6.9% (40) | 7.4% (49) | currently, prior to hosp, recently, now |
| Duration | 8.6% (3) | - | 1.6% (9) | 1.9% (12) | <#> years, <#> months, <#> days, few weeks/years |
| Duration Since Time Point | 2.9% (1) | - | 1.2% (6) | 1.2% (7) | Since <year>, end of <month>, after <medical incident> |
| End Date | - | - | 0.2% (1) | 0.2% (1) | <date> |
| Residence Age | - | - | 1.2% (7) | 1.0% (7) | New, newer, 10-25 years, built before 1950 |
| Residence Build Time Point | - | - | 0.6% (3) | 0.5% (3) | <date> |
| Start Age | - | - | 0.2% (1) | 0.2% (1) | <age> |
| Start Date | - | - | 1.2% (6) | 1.0% (6) | Summer, <year>, <MM/YYYY>, <DD/MM/YYYY> |
| Residence Type | 45.7% (17) | 76.2% (36) | 50.2% (306) | 51.8% (359) | house, apartment, nursing home, mobile home, <dwelling type>, home, assisted living, house. townhome, group home, condominium, senior housing |
| Residence Subtype | 5.7% (2) | 9.5% (4) | 4.2% (21) | 4.6% (27) | Multi-level, level, story, bedroom, floor, split-level |
| Residence Detail | 5.7% (2) | 2.4% (1) | 2.2% (12) | 2.4% (15) | own/rent safety devices, stairs, appliances, carpeted, independent, living, rear entry, basement |
| Residence Name | 11.4% (5) | 7.1% (4) | 4.0% (23) | 4.6% (32) | <facility name> |
| Geographic Location | 8.6% (3) | - | 2.6% (14) | 2.8% (17) | <general geographic location>, campus, locally, nearby, community, up here, there, here |
| Location Detail | 42.9% (18) | 14.3% (7) | 40.1% (277) | 38.4% (302) | Specific geographic <country> <state> <neighborhood> <zip> <street address> |
| Other | - | - | - | - | - |
| Table 6B. Living Situation | |||||
|---|---|---|---|---|---|
| Elements | MTS (n=96) | UPMC (n=53) | FHS (n=665) | TOTAL (n=814) | Example Values and Patterns |
| Status | 90.6% (100) | 96.2% (53) | 86.9% (670) | 88.0% (823) | lives, lives with, live, living, resides, residing, visiting, lived, moving in, moved, stay, staying |
| Subject | 26.0% (27) | 22.6% (12) | 37.3% (293) | 35.0% (332) | spouse, parents, mother, father, child, roommate, family, <Family member> alone, child, <name>, boyfriend, significant other, roommate |
| Negation | 1.0% (1) | - | 0.5% (3) | 0.5% (4) | no <subject> <living situation detail>, do not, don’t, not, no |
| Certainty | 2.1% (2) | - | - | 0.2% (2) | yes/present, no/absent, unknown, apparently, either |
| Quantity | 6.3% (7) | 3.8% (3) | 3.9% (32) | 4.2% (42) | <#> subjects <#> in household |
| Temporal | - | - | 0.2% (1) | 0.1% (1) | Every other week |
| Duration | 1.0% (1) | - | 0.3% (2) | 0.4% (3) | Few weeks, <##> years |
| Duration Since Time Point | - | - | 0.3% (2) | 0.2% (2) | Approximately, past several years |
| End Date | - | - | 0.2% (1) | 0.1% (1) | <MM/YY> |
| Timeframe | 7.3% (8) | 5.7% (3) | 3.5% (28) | 4.1% (39) | Currently, previously, prior to hospitalization, recently |
| Time Point | 2.1% (2) | - | 1.1% (8) | 1.1% (10) | <MM/DD/YY>, <YYYY>, this week, now, |
| Living Situation Detail | 4.2% (4) | 5.7% (4) | 2.6% (20) | 2.9% (28) | inadequate, crowded, alone, privacy, together, independently, foster care |
| Family Member | 65.6% (104) | 75.5% (50) | 68.7% (817) | 68.8% (971) | Wife, brother, Child (ren), dad, daughter, father, husband, mom, mother |
| Side of Family | - | - | 0.2% (1) | 0.1% (1) | maternal |
| Current Age | 8.3% (13) | - | 3.0% (26) | 3.4% (39) | <##> year old, age <##> years, |
| Other | - | - | - | - | - |
| Table 6C. Living Conditions | |||||
|---|---|---|---|---|---|
| Element | MTS (n=0) | UPMC (n=5) | FHS (n=33) | Total (n=38) | Example Values and Patterns |
| Status | - | 40.0% (2) | 12.1% (4) | 15.8% (6) | housing contains, lives, no, live, living |
| Subject | - | - | 24.2% (16) | 21.1% (16) | patient, <family member,> |
| Negation | - | 40.0% (2) | 24.2% (10) | 26.3% (12) | no <living condition detail>, without |
| Certainty | - | 20.0% (1) | 3.0% (2) | 5.3% (3) | yes/present, no/absent, unknown, apparently |
| Quantity | - | 20.0% (1) | 15.2% (8) | 15.8% (9) | Excessive animals <#> Living conditions type, good deal |
| Temporal | - | - | - | - | - |
| Living Conditions Detail | - | 20.0% (1) | 12.1% (6) | 13.2% (7) | water damage, home smelled of urine |
| Living Conditions Type | - | 40.0% (9) | 48.5% (30) | 47.4% (39) | mold, insects, rodents, animals, water, heat, well water, filtered water, city water, condemned, electricity, excrement, light, water fluorinated |
| Living Conditions Type Subtype | - | 20.0% (1) | 3.0% (1) | 5.3% (2) | Modifier of Living Conditions Type, unhygienic, presence of laundry facilities |
| Other | - | - | - | - | - |