Models:
Philip Bordner
philipB/
SDoH
0
Downloads: 1
[6c1f44]: / synthetic_data / Partial_Iteration_2_annotated.csv

Download this file

# text label adverse
1 Patient described challenges navigating healthcare system as an LGBTQ+ couple when trying conceive through IVF process . RELATIONSHIP nonadverse
2 Owner operator food truck selling gourmet grilled cheese sandwiches around town EMPLOYMENT nonadverse
3 Patient disclosed experiencing intimate partner violence at home; safety plan developed w/ support from social work team. RELATIONSHIP nonadverse
4 Childcare provider offers after-school tutoring services helping child stay on track academically while parent undergoes treatment SUPPORT,PARENT nonadverse,adverse
5 Displaced natural disaster (e.g., hurricane, wildfire) struggling rebuild life new location HOUSING adverse
6 Couple seeking advice on how best to manage diabetes together as they prepare for retirement travel plans. RELATIONSHIP nonadverse
7 Patient disclosed experiencing intimate partner violence at home; safety plan developed w/ support from social work team. RELATIONSHIP nonadverse
8 Partnership dynamic discussed at length following diagnosis of sexually transmitted infection (STI) within couple RELATIONSHIP nonadverse
9 Separated couple discusses how best to communicate with each other when it comes to parenting decisions RELATIONSHIP,PARENT adverse,adverse
10 Medical equipment required by certain disabilities (e.g., oxygen tanks) can be bulky and difficult to transport TRANSPORTATION adverse
11 Patients with mental health conditions may struggle using public transit due anxiety or other symptoms TRANSPORTATION adverse
12 Single father admits fears surrounding potential judgement from others regarding decision not seek out new romantic relationships RELATIONSHIP,PARENT adverse,adverse
13 Wife accompanied pt into exam room; both shared concerns re: husband’s chronic back pain impacting quality of life RELATIONSHIP nonadverse
14 Widower admits fears surrounding potential judgement from others regarding his decision not seek out new romantic relationships RELATIONSHIP adverse
15 Parent reporting concerns over adolescent's anxiety disorder PARENT adverse
16 Challenges associated with navigating complex healthcare system while also holding down demanding full-time job discussed between physician & patient EMPLOYMENT nonadverse
17 Family member takes children out fun activities giving parent opportunity rest at home SUPPORT,PARENT nonadverse,adverse
18 Marketing director developing campaigns promotions retail chain stores nationwide EMPLOYMENT nonadverse
19 Sibling coordinates meal train service arranging regular delivery of food from friends and family members SUPPORT nonadverse
20 A shortage of accessible taxis makes getting around more difficult than it should be TRANSPORTATION adverse
21 Spouse accompanies pt to all medical appointments and provides transportation. SUPPORT,RELATIONSHIP nonadverse,nonadverse
22 Difficulty navigating unfamiliar neighborhoods leads anxiety frustration among visitors new city TRANSPORTATION adverse
23 Parents report behavioral changes in toddler following family move. Seeking support from pediatrician. PARENT adverse
24 Patient has difficulty participating in activities due lack mobility resulting decreased interactions with peers SUPPORT adverse
25 Couple seeking advice on how to manage stress related to infertility issues while undergoing fertility treatments RELATIONSHIP nonadverse
26 Crowded living spaces compromising privacy dignity personal safety concerns HOUSING adverse
27 Spouse drives patient long distances specialist appointments outside the state SUPPORT,RELATIONSHIP nonadverse,nonadverse
28 Currently living in substandard conditions including mold infestation pest control issues lack running water/working plumbing HOUSING adverse
29 Patient works as firefighter responding emergency calls throughout city EMPLOYMENT nonadverse
30 Distant relative sends thoughtful gift card covering cost of medical expenses not covered by insurance SUPPORT nonadverse
31 A shortage of accessible taxis makes getting around more challenging than it should be for those mobility issues TRANSPORTATION adverse
32 Widower discusses challenges he has faced trying to maintain social connections after wife’s passing RELATIONSHIP adverse
33 Single mother seeking guidance regarding her teenage daughter’s acne. PARENT,RELATIONSHIP adverse,adverse
34 Patient reveals history of emotional abuse within previous marriage leading up until separation RELATIONSHIP adverse
35 Works full-time job managing social media accounts large fashion retailer while also running her own personal blog on side EMPLOYMENT nonadverse
36 Difficulty finding landlords willing accept Section 8 vouchers limiting options available for low-income renters HOUSING adverse
37 A shortage of accessible taxis makes getting around more challenging than it should be for those mobility issues. TRANSPORTATION adverse
38 Recently widowed pt talked openly about anger felt towards God following spouse's sudden passing. RELATIONSHIP adverse
39 Some cultures place more emphasis on independence than interdependence making it difficult ask assistance SUPPORT adverse
40 Some patients live in areas where there is limited or no public transit making it difficult to attend medical appointments TRANSPORTATION adverse
41 Career advancement opportunities limited within organization prompting consideration external positions expressed by PT during consultation. EMPLOYMENT nonadverse
42 Software developer creating applications used by businesses around world improving efficiency productivity EMPLOYMENT nonadverse
43 Caregivers who are responsible for loved ones may feel overwhelmed and unsupported themselves SUPPORT adverse
44 Couple seeking advice on how best to manage diabetes together as they prepare for retirement travel plans RELATIONSHIP nonadverse
45 Inability afford rent deposit required secure new residence leading homelessness risk HOUSING adverse
46 Unable afford rent increase resulting displacement from current residence HOUSING adverse
47 Spouse disclosed feeling overwhelmed caring for patient w/ dementia symptoms; social work referral made RELATIONSHIP nonadverse
48 Widower struggles with depression following loss of wife RELATIONSHIP adverse
49 Physical therapist rehabilitating patients recovering from surgery injury hospital setting EMPLOYMENT nonadverse
50 Couple discussing options around adoption during consultation visit RELATIONSHIP nonadverse
51 Parent reporting concerns over adolescent's substance abuse issues PARENT adverse
52 Pt arrived with her boyfriend who provided additional medical history information about her allergies. RELATIONSHIP,SUPPORT nonadverse,nonadverse
53 Pt receives assistance from community outreach program providing meals during chemotherapy treatments SUPPORT nonadverse
54 New single father talks honestly about fears surrounding raising daughter alone post-divorce RELATIONSHIP,PARENT adverse,adverse
55 Patient experiencing significant stress related to job loss following company downsizing; discussion around coping strategies initiated. EMPLOYMENT adverse
56 Inability find pet-friendly rental properties preventing patient securing suitable long-term solution given importance companion animal emotional support well-being HOUSING adverse
57 Patient states that she has been with her girlfriend for three years now. RELATIONSHIP nonadverse
58 Single father opens up about challenges he faces balancing job demands and childcare duties RELATIONSHIP,PARENT adverse,adverse
59 Inability afford rent deposit required secure new residence leading homelessness risk HOUSING adverse
60 Close friend takes care of pet while owner is hospitalized SUPPORT nonadverse
61 Patient arrived with their wife who provided additional medical history information. RELATIONSHIP,SUPPORT nonadverse,nonadverse
62 Long wait times at bus stops leave elderly individuals exposed harsh weather conditions increasing risk illness TRANSPORTATION adverse
63 Inability afford transportation costs associated with medical appointments creates financial strain on families TRANSPORTATION adverse
64 Religious leader visits homebound patients offering communion services SUPPORT nonadverse
65 Crowded living spaces compromising privacy dignity personal safety concerns HOUSING adverse
66 Separated couple talk candidly about issues surrounding co-parenting dynamics, including disagreements around discipline RELATIONSHIP,PARENT adverse,adverse
67 Pt reports feeling undervalued and underpaid in current position despite recent promotion. EMPLOYMENT adverse
68 Workplace bullying experienced male employee shared concerns about impact on self-esteem and overall well-being described as distressing experience according PT feedback EMPLOYMENT nonadverse
69 The patient's wife was present during the appointment and expressed concern over his high blood pressure readings. RELATIONSHIP nonadverse
70 Partner attended appointment virtually via telemedicine platform, providing valuable input on medication management changes needed RELATIONSHIP,SUPPORT nonadverse,nonadverse
71 Difficulty securing stable income stream after multiple layoffs over past few years creating significant financial burden for family mentioned by Pt EMPLOYMENT adverse
72 Parents advocate on behalf adult child who experiences discrimination at workplace because chronic condition SUPPORT,EMPLOYMENT nonadverse,nonadverse
73 Single mother seeking guidance regarding her teenage daughter’s menstrual cycle. PARENT,RELATIONSHIP adverse,adverse
74 Financial insecurity resulting from reduced hours at current position shared by pt during visit today EMPLOYMENT adverse
75 Father-of-three seeks guidance around ways can better manage stress related raising kids alone post-separation RELATIONSHIP,PARENT adverse,adverse
76 Job search efforts hindered language barriers experienced non-native English speaker described as frustrating situation per patient report EMPLOYMENT adverse
77 Difficulty securing stable income stream after multiple layoffs over past few years creating significant financial burden for family mentioned by Pt EMPLOYMENT adverse
78 Husband noted significant improvement in joint pain after starting exercise program recommended by physician . RELATIONSHIP nonadverse
79 Fear retaliation from landlord if report unsafe living conditions such lead paint asbestos exposure HOUSING adverse
80 Career advancement opportunities limited within organization prompting consideration external positions expressed by PT during consultation EMPLOYMENT nonadverse
81 Discussion surrounding reasonable accommodation requests made known employer related medical condition had positive outcome according PT feedback EMPLOYMENT nonadverse
82 Medical equipment required by certain disabilities (e.g., oxygen tanks) can be bulky and difficult to transport TRANSPORTATION adverse
83 Adoptive parents seek information on how best they can help their adopted teenager cope with past traumas. PARENT adverse
84 Widowed man speaks candidly about his fears surrounding growing old alone RELATIONSHIP adverse
85 Homelessness leaves many vulnerable populations without access basic needs including food shelter medical care but also human connection SUPPORT,HOUSING adverse,adverse
86 Patient described challenges navigating healthcare system as an LGBTQ+ couple when trying conceive through IVF process . RELATIONSHIP nonadverse
87 Couple going through break-up seek guidance around custody issues involving shared pet cat RELATIONSHIP adverse
88 Prior to retirement she spent most of career teaching elementary education classes public schools district EMPLOYMENT nonadverse
89 Homelessness leaves many vulnerable populations without access basic needs including food shelter medical care but also human connection SUPPORT,HOUSING adverse,adverse
90 Pt arrived alone today but mentioned that she has a supportive girlfriend who helps her manage her anxiety symptoms. RELATIONSHIP,SUPPORT nonadverse,nonadverse
91 Lack of affordable childcare services making it challenging balance work responsibilities parenting duties PARENT,EMPLOYMENT adverse,nonadverse
92 Mother-of-two opens up about struggles she has faced trying maintain work-life balance without partner’s help RELATIONSHIP,PARENT,EMPLOYMENT adverse,adverse,nonadverse
93 Newly-single patient reflects upon newfound freedom but also acknowledges loneliness experienced since marital breakdown RELATIONSHIP adverse
94 Single mother discusses challenges of dating while balancing childcare responsibilities RELATIONSHIP,PARENT adverse,adverse
95 Patient admits difficulty in letting go past relationship, including unresolved feelings towards ex-partner RELATIONSHIP adverse
96 Patient reports difficulty balancing disability and occasional work as an Uber driver. EMPLOYMENT adverse
97 Partnership dynamic discussed at length following diagnosis of sexually transmitted infection (STI) within couple RELATIONSHIP nonadverse
98 Man who recently ended engagement reflects upon lessons learned throughout process RELATIONSHIP adverse
99 Financial planner advising clients investment strategies retirement planning wealth management EMPLOYMENT nonadverse
100 Software engineer designing coding applications used by businesses worldwide EMPLOYMENT nonadverse