Models:
Philip Bordner
philipB/
SDoH
0
Downloads: 1
[6c1f44]: / synthetic_data / Iteration_1.csv

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# text label adverse
1 Patient recently moved into an apartment but is experiencing issues with pests such as bed bugs and roaches HOUSING adverse
2 Evicted from previous residence inability pay rent on time currently staying at homeless shelter while searching new housing options HOUSING adverse
3 Inadequate transportation infrastructure limiting accessibility resources needed HOUSING adverse
4 Patient's current living situation involves overcrowding with multiple family members sharing one small space leading to increased stress levels HOUSING adverse
5 Currently residing in substandard rental property without proper heating/cooling systems causing health problems like asthma exacerbations or heat stroke episodes HOUSING adverse
6 Pt reports being unable afford utility bills resulting in disconnection electricity or gas service HOUSING adverse
7 Residing substandard rental property without proper heating/cooling systems causing health problems like asthma exacerbations heat stroke episodes HOUSING adverse
8 Pt expresses concern about eviction notice received from landlord. HOUSING adverse
9 Pt was evicted from previous residence due to inability to pay rent on time; currently staying at homeless shelter while searching for new housing options HOUSING adverse
10 Housing instability caused by lack of credit history preventing approval for lease agreements HOUSING adverse
11 Difficulty securing employment opportunities due to lack of permanent address or phone number for employers contact HOUSING adverse
12 Pt reports difficulty paying rent due to recent job loss. HOUSING adverse
13 Pt reports being unable to afford utility bills resulting in disconnection of electricity or gas service HOUSING adverse
14 Pt lives in public housing that requires repairs, including plumbing issues and broken appliances, which have not been addressed by management despite repeated requests for maintenance services HOUSING adverse
15 Pt is staying with a friend and does not have a mailing address. HOUSING adverse
16 Pt describes being forced out of previous residence by landlord who did not renew lease agreement despite timely rent payments; currently staying at homeless shelter while searching for new housing options HOUSING adverse
17 Pt is living in a home with mold and has developed respiratory symptoms as a result. HOUSING adverse
18 Patient recently moved into an apartment but is experiencing issues with pests such as bed bugs and roaches. HOUSING adverse
19 Patient experiences frequent power outages during extreme weather conditions because the building’s electrical system cannot handle high demand periods HOUSING adverse
20 Couch surfing among friends/family members’ homes temporarily until finding permanent affordable housing solution HOUSING adverse
21 Housing instability caused by lack credit history preventing approval for lease agreements HOUSING adverse
22 Pt describes feeling unsafe within their own home environment due to neighborhood crime rates or domestic violence concerns HOUSING adverse
23 Inadequate transportation infrastructure limiting accessibility resources needed maintain stable housing situations (e.g., grocery stores) HOUSING adverse
24 Pt is living in a home with mold and has developed respiratory symptoms as a result HOUSING adverse
25 Living situation includes exposure hazards such as lead paint chips falling off walls, asbestos insulation materials used throughout the house structure posing serious health risks if ingested over time HOUSING adverse
26 Pt reports being unable afford utility bills resulting disconnection electricity gas service HOUSING adverse
27 Evicted from previous residence inability pay rent on time currently staying at homeless shelter while searching for new housing options HOUSING adverse
28 Currently residing in overcrowded conditions with multiple family members sharing one small space leading to increased stress levels and conflict within household dynamics HOUSING adverse
29 Patient's current living situation involves overcrowding with multiple family members sharing one small space leading to increased stress levels and conflict within household dynamics HOUSING adverse
30 Current living situation involves overcrowding with multiple family members sharing one small space leading to increased stress levels HOUSING adverse
31 Pt is worried about making his mortgage payments. HOUSING adverse
32 Patient reports difficulty paying rent due to recent job loss. HOUSING adverse
33 Pt currently staying at Barbara McInnis shelter. HOUSING adverse
34 Facing eviction proceedings after defaulting on rental payments; seeking assistance through legal aid organizations HOUSING adverse
35 Facing foreclosure proceedings after defaulting on mortgage payments; seeking assistance through legal aid organizations HOUSING adverse
36 Patient is living in a home with structural damage such as foundation issues and leaking roofs causing water damage throughout the house. HOUSING adverse
37 Current living situation involves overcrowding multiple family members sharing one small space leading increased stress levels HOUSING adverse
38 Homeless patient presenting with skin infections related poor hygiene practices associated w/lack of access clean water facilities & bathing areas HOUSING adverse
39 Pt lives in public housing that requires repairs including plumbing issues broken appliances which have not been addressed management despite repeated requests maintenance services HOUSING adverse
40 Pt reports experiencing discrimination from landlords due to race, ethnicity, religion or sexual orientation. HOUSING adverse
41 Pt describes feeling unsafe within their own home environment due neighborhood crime rates or domestic violence concerns HOUSING adverse
42 Patient experiences frequent power outages during extreme weather conditions because building’s electrical system cannot handle high demand periods HOUSING adverse
43 Difficulty scheduling appointments around unreliable bus schedules reported by patient TRANSPORTATION adverse
44 Missed appointment due to lack of available transportation options. TRANSPORTATION adverse
45 Inability afford gas/transport costs associated with regular medical visits resulting in sporadic attendance at appointments TRANSPORTATION adverse
46 Uncertainty whether insurance will cover transportation costs for medical appointments TRANSPORTATION adverse
47 Missed appointment attributed to confusion around new location/address of healthcare facility. TRANSPORTATION adverse
48 Patient reports difficulty attending appointments due to living far away and having to transfer multiple times. TRANSPORTATION adverse
49 Long commute time causing stress for patient who must travel two hours each way for treatment. TRANSPORTATION adverse
50 Lack of access or affordability regarding private vehicle ownership preventing patients from accessing care regularly TRANSPORTATION adverse
51 Concerns raised about safety and reliability associated with using taxi/ride-share services TRANSPORTATION adverse
52 Unable afford gas/transport costs associated with regular medical visits according pt report TRANSPORTATION adverse
53 Transportation difficulties cited as reason for missed follow-up visits according pt report TRANSPORTATION adverse
54 Patient expresses concern over upcoming appointment as public transit is currently under construction in the area. TRANSPORTATION adverse
55 Fearful of being stranded without a way home after appointment due to lack of available transport options TRANSPORTATION adverse
56 Uncertainty whether insurance will cover transportation costs for specialist referrals TRANSPORTATION adverse
57 Pt expresses frustration with long wait times when using public transit, causing them to miss scheduled appointments TRANSPORTATION adverse
58 Inability drive themselves following recent surgery or injury resulting in reliance upon others TRANSPORTATION adverse
59 Transportation difficulties cited by caregiver responsible for bringing elderly parent/patient with mobility limitations TRANSPORTATION adverse
60 Difficulty accessing healthcare facilities located far away from patient's residence reported by caregiver TRANSPORTATION adverse
61 Long wait times between transfers on public transit making it difficult for pt make it on time TRANSPORTATION adverse
62 Patient reports difficulty finding reliable ride-sharing services in their area. TRANSPORTATION adverse
63 Relying solely on family members/friends who work full-time jobs makes scheduling medical appointments challenging TRANSPORTATION adverse
64 Pt unable attend follow-up visit because they do not have a reliable means of transport TRANSPORTATION adverse
65 Discussion surrounding potential solutions such as community shuttle services offered through local senior centers TRANSPORTATION adverse
66 Patient missed their last scheduled appointment because their ride cancelled at the last minute TRANSPORTATION adverse
67 Difficulty attending multiple weekly physical therapy sessions due to limited availability of accessible rideshare/taxi options TRANSPORTATION adverse
68 Pt unable attend follow-up visit because the only bus route servicing her neighborhood is currently out-of-service. TRANSPORTATION adverse
69 Patient reports difficulty finding reliable ride-sharing services in their area TRANSPORTATION adverse
70 Concerns raised about accessibility/accessibility features (e.g., ramps) at healthcare facilities located further away TRANSPORTATION adverse
71 Patient reports feeling anxious about upcoming surgery because they are unsure how they will get home afterwards TRANSPORTATION adverse
72 Unable drive themselves following recent diagnosis that affects vision/mobility resulting in reliance upon others TRANSPORTATION adverse
73 Caregiver cites concerns over accessibility/accessibility features (e.g., ramps) at healthcare facilities located further away TRANSPORTATION adverse
74 Caregiver cites concerns over safety when transporting loved one via personal vehicle TRANSPORTATION adverse
75 Fearful that an extended hospital stay will cause them financial hardship if they need assistance getting back home after discharge TRANSPORTATION adverse
76 Patient requests referral closer to home as traveling long distances has become too difficult TRANSPORTATION adverse
77 Long commute time making it difficult attend frequent check-ups required during pregnancy TRANSPORTATION adverse
78 Difficulty lying flat during treatment may be related to discomfort experienced during long car rides into clinic. TRANSPORTATION adverse
79 Relying solely on family members/friends who work full-time jobs makes scheduling medical appointments challenging TRANSPORTATION adverse
80 Pt expressed frustration with limited availability of wheelchair accessible vehicles in her area TRANSPORTATION adverse
81 Pt reported being in an abusive relationship before separation RELATIONSHIP adverse
82 Pt describes feeling isolated from friends/family members due to shame associated with divorce RELATIONSHIP adverse
83 Pt reported feeling anxious and depressed due to recent divorce RELATIONSHIP adverse
84 Pt describes ongoing legal battles concerning property division post-divorce RELATIONSHIP adverse
85 Separated couple discussed ways to best support their children during difficult transition period RELATIONSHIP adverse
86 The pt has been dealing with depression since separating from spouse last year. RELATIONSHIP adverse
87 Patient expressed concern that her ex-husband would not allow her visitation rights with their child RELATIONSHIP adverse
88 Pt reported that they were struggling financially since the end their last relationship RELATIONSHIP adverse
89 Recently widowed pt talked openly about anger felt towards God following spouse's sudden passing RELATIONSHIP adverse
90 Separated father talked about challenges co-parenting with his estranged wife who lives out-of-state RELATIONSHIP adverse
91 Recently separated woman described difficulties adjusting living alone again after years spent married RELATIONSHIP adverse
92 Patient disclosed having suicidal thoughts related recent divorce and job loss RELATIONSHIP adverse
93 Patient reveals past trauma related childhood abandonment which contributed towards failed relationships RELATIONSHIP adverse
94 Recently separated man described difficulties maintaining healthy boundaries between himself and former spouse. RELATIONSHIP adverse
95 Separated father talked about struggles associated with co-parenting young children while living out-of-state RELATIONSHIP adverse
96 The patient reports difficulty trusting others after being betrayed by their former partner. RELATIONSHIP adverse
97 Patient shares experiences navigating dating scene as newly divorced individual RELATIONSHIP adverse
98 Patient reveals history of domestic violence within previous marriage leading up until separation RELATIONSHIP adverse
99 Separated husband discusses ongoing legal battles with estranged wife concerning custody arrangements RELATIONSHIP adverse
100 Mother describes difficulty trusting new romantic partners due past trauma related failed relationships RELATIONSHIP adverse