test_shadr.csv

input,output,choices,correct_choice
Patient described challenges navigating healthcare system as an LGBTQ+ couple when trying conceive through IVF process .,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Owner operator food truck selling gourmet grilled cheese sandwiches around town,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient disclosed experiencing intimate partner violence at home; safety plan developed w/ support from social work team.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Displaced natural disaster (e.g., hurricane, wildfire) struggling rebuild life new location",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Couple seeking advice on how best to manage diabetes together as they prepare for retirement travel plans.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Patient disclosed experiencing intimate partner violence at home; safety plan developed w/ support from social work team.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Partnership dynamic discussed at length following diagnosis of sexually transmitted infection (STI) within couple,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Medical equipment required by certain disabilities (e.g., oxygen tanks) can be bulky and difficult to transport",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Patients with mental health conditions may struggle using public transit due anxiety or other symptoms,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Wife accompanied pt into exam room; both shared concerns re: husband’s chronic back pain impacting quality of life,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Widower admits fears surrounding potential judgement from others regarding his decision not seek out new romantic relationships,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Challenges associated with navigating complex healthcare system while also holding down demanding full-time job discussed between physician & patient,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Marketing director developing campaigns promotions retail chain stores nationwide,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
A shortage of accessible taxis makes getting around more difficult than it should be,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Difficulty navigating unfamiliar neighborhoods leads anxiety frustration among visitors new city,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Patient has difficulty participating in activities due lack mobility resulting decreased interactions with peers,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Couple seeking advice on how to manage stress related to infertility issues while undergoing fertility treatments,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Crowded living spaces compromising privacy dignity personal safety concerns,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Currently living in substandard conditions including mold infestation pest control issues lack running water/working plumbing,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Patient works as firefighter responding emergency calls throughout city,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Distant relative sends thoughtful gift card covering cost of medical expenses not covered by insurance,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
A shortage of accessible taxis makes getting around more challenging than it should be for those mobility issues,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Widower discusses challenges he has faced trying to maintain social connections after wife’s passing,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Patient reveals history of emotional abuse within previous marriage leading up until separation,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Works full-time job managing social media accounts large fashion retailer while also running her own personal blog on side,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Difficulty finding landlords willing accept Section 8 vouchers limiting options available for low-income renters,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
A shortage of accessible taxis makes getting around more challenging than it should be for those mobility issues.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Recently widowed pt talked openly about anger felt towards God following spouse's sudden passing.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Some cultures place more emphasis on independence than interdependence making it difficult ask assistance,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Some patients live in areas where there is limited or no public transit making it difficult to attend medical appointments,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Career advancement opportunities limited within organization prompting consideration external positions expressed by PT during consultation.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Software developer creating applications used by businesses around world improving efficiency productivity,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Caregivers who are responsible for loved ones may feel overwhelmed and unsupported themselves,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Couple seeking advice on how best to manage diabetes together as they prepare for retirement travel plans,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Inability afford rent deposit required secure new residence leading homelessness risk,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Unable afford rent increase resulting displacement from current residence,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Spouse disclosed feeling overwhelmed caring for patient w/ dementia symptoms; social work referral made,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Widower struggles with depression following loss of wife,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Physical therapist rehabilitating patients recovering from surgery injury hospital setting,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Couple discussing options around adoption during consultation visit,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Pt receives assistance from community outreach program providing meals during chemotherapy treatments,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Patient experiencing significant stress related to job loss following company downsizing; discussion around coping strategies initiated.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Inability find pet-friendly rental properties preventing patient securing suitable long-term solution given importance companion animal emotional support well-being,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Patient states that she has been with her girlfriend for three years now.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Inability afford rent deposit required secure new residence leading homelessness risk,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Guardian accompanying foster child for medical evaluation,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Close friend takes care of pet while owner is hospitalized,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Long wait times at bus stops leave elderly individuals exposed harsh weather conditions increasing risk illness,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Inability afford transportation costs associated with medical appointments creates financial strain on families,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Religious leader visits homebound patients offering communion services,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Crowded living spaces compromising privacy dignity personal safety concerns,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Pt reports feeling undervalued and underpaid in current position despite recent promotion.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Workplace bullying experienced male employee shared concerns about impact on self-esteem and overall well-being described as distressing experience according PT feedback,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
The patient's wife was present during the appointment and expressed concern over his high blood pressure readings.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Financial insecurity resulting from reduced hours at current position shared by pt during visit today,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Job search efforts hindered language barriers experienced non-native English speaker described as frustrating situation per patient report,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Difficulty securing stable income stream after multiple layoffs over past few years creating significant financial burden for family mentioned by Pt,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Husband noted significant improvement in joint pain after starting exercise program recommended by physician .,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Fear retaliation from landlord if report unsafe living conditions such lead paint asbestos exposure,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Career advancement opportunities limited within organization prompting consideration external positions expressed by PT during consultation,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Discussion surrounding reasonable accommodation requests made known employer related medical condition had positive outcome according PT feedback,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Medical equipment required by certain disabilities (e.g., oxygen tanks) can be bulky and difficult to transport",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Widowed man speaks candidly about his fears surrounding growing old alone,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Patient described challenges navigating healthcare system as an LGBTQ+ couple when trying conceive through IVF process .,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Couple going through break-up seek guidance around custody issues involving shared pet cat,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Prior to retirement she spent most of career teaching elementary education classes public schools district,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Newly-single patient reflects upon newfound freedom but also acknowledges loneliness experienced since marital breakdown,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Patient admits difficulty in letting go past relationship, including unresolved feelings towards ex-partner",RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Patient reports difficulty balancing disability and occasional work as an Uber driver.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Partnership dynamic discussed at length following diagnosis of sexually transmitted infection (STI) within couple,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Man who recently ended engagement reflects upon lessons learned throughout process,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Financial planner advising clients investment strategies retirement planning wealth management,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Software engineer designing coding applications used by businesses worldwide,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Spoke briefly regarding communication barriers between herself and non-English speaking domestic partner .,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
She owns her own bakery and specializes in gluten-free pastries.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Financial insecurity resulting from reduced hours at current position shared by pt during visit today,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Divorcee seeks advice on how best to navigate dating scene as newly single person,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Job search efforts hindered language barriers experienced non-native English speaker described as frustrating situation per patient report,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient expresses concerns over safety issues within current apartment complex including break-ins violence community,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Chef owner upscale French bistro located trendy neighborhood serving gourmet cuisine,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Technical support specialist providing assistance customers using software company's products,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Workplace bullying experienced male employee shared concerns about impact on self-esteem and overall well-being described as distressing experience according PT feedback,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient has a strong network of family members who provide emotional and financial support.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Chronic pain condition exacerbated by inadequate sleeping arrangements uncomfortable bedding surfaces,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Language barriers make communication between healthcare providers and patients challenging,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Fashion designer creating clothing accessories collections sold high-end retailers around world.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Neighbor mows lawn once a week when pt unable due to mobility issues,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Inability afford transportation costs associated with medical appointments creates financial strain on families,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Patient states that they have been with their partner for 10 years and are considering starting a family together.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Difficulty finding landlords willing accept Section 8 vouchers limiting options available for low-income renters,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Parents concerned about son's recent diagnosis with autism spectrum disorder,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
He works in construction as a project manager overseeing multiple job sites across the city.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Divorced patient shares concerns over impact breakup may have had on mental health,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Aging can lead social isolation as friends and family members pass away or move into care facilities,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Veterinary technician assisting veterinarian caring animals large small animal clinics,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patients with chronic pain often experience depression which can further isolate them from others,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Some cultures place more emphasis on independence than interdependence making it difficult ask assistance,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Long-time neighbor shovels snow driveway every winter ensuring resident has safe passage into home,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Language barriers make communication between healthcare providers and patients challenging,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Separating partners explore different living arrangements that would be most beneficial for their family dynamic,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Experiencing harassment intimidation neighbors community members based race ethnicity religion sexual orientation gender identity disability status etc.,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Housing insecurity exacerbating food insecurity challenges limited storage space cooking facilities,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Investment banker structuring financing deals mergers acquisitions raising capital companies,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Facing eviction after falling behind on rent payments following unexpected medical expenses,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Manages family-owned restaurant that has been operating successfully more than thirty-five years,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Deteriorating housing conditions negatively impacting mental health well-being (e.g., anxiety, depression)",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Expecting mother asking questions regarding breastfeeding,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
A history trauma may make it hard for an individual trust others enough seek out help when needed,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Patient mentioned having difficulty sleeping since moving in with new partner last month,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Patient feels socially disconnected due to language barriers,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Patient expresses concerns over living conditions at current apartment complex including safety issues such as break-ins or violence within the community,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Patient expresses concerns over safety issues within current apartment complex including break-ins violence community,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Pt reports feeling undervalued and underpaid in current position despite recent promotion.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Partner present during appointment expressed gratitude for provider’s compassionate care towards patient with terminal diagnosis,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Discussion surrounding reasonable accommodation requests made known employer related medical condition had positive outcome according PT feedback,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Difficulty accessing adequate laundry facilities compromising hygiene practices overall cleanliness habits,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Relocation frequently (e.g military families)may result difficulty establishing meaningful connections within communities,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Parents attend counseling sessions together addressing marital issues related pts diagnosis,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Pt participates in weekly knitting group promoting creativity and socialization,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Unable afford rent increase resulting displacement from current residence,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Fear eviction if request necessary repairs from landlord such as fixing leaky roof or faulty electrical wiring,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Homelessness making it challenging maintain regular medical appointments necessary manage chronic illnesses,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Spoke briefly regarding communication barriers between herself and non-English speaking domestic partner .,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Distant relative sends thoughtful care package filled with favorite snacks and activities after hearing about recent hospitalization,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Patients with chronic pain often experience depression which can further isolate them from others,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Patients with mobility issues require additional time and assistance when boarding public transport or getting into taxis,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Patient described challenges navigating healthcare system as an LGBTQ+ couple when trying conceive through IVF process,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Struggling pay mortgage payments leading foreclosure risk loss equity built over time,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Difficulty accessing adequate laundry facilities compromising hygiene practices overall cleanliness habits,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
He's worked in construction management field past fifteen years overseeing projects ranging size from single-family homes commercial buildings,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
The patient is a software engineer for a large tech company.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Aging can lead social isolation as friends and family members pass away or move into care facilities,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Displaced natural disaster (e.g., hurricane, wildfire) struggling rebuild life new location",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Financial insecurity resulting from reduced hours at current position shared by pt during visit today,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Difficulty securing stable income stream after multiple layoffs over past few years creating significant financial burden for family mentioned by Pt,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient has difficulty participating in activities due lack mobility resulting decreased interactions with peers,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Parents attend school meetings advocating for child’s special education needs related pts diagnosis,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Patient experiencing significant stress related to job loss following company downsizing; discussion around coping strategies initiated.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient has difficulty participating in activities due lack mobility resulting decreased interactions with peers,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Environmental scientist researching environmental issues developing solutions protect natural resources,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Incarceration separates individuals loved ones making re-entry into society more challenging,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Patient reports difficulty balancing disability and occasional work as an Uber driver.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Financial hardship resulting from unexpected medical bills impacting ability cover basic living expenses reported by pt at this time,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Pt attends weekly art therapy sessions offering creative outlet and stress relief,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Addiction disorders commonly co-occur mental illnesses leaving patients without a stable support system to rely on,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Patient admits difficulty in trusting new partners after experiencing infidelity within previous marriage,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Pt describes overcrowding situation where multiple families share one unit leading increased risk exposure infectious diseases like COVID-19,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Healthcare administrator managing operations healthcare facilities hospitals clinics,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Medical equipment required by certain disabilities (e.g., oxygen tanks) can be bulky and difficult to transport",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Parent reporting concerns over adolescent's substance abuse issues,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Long commute times causing stress for the patient who must travel two hours each way for treatment.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Patient reports feeling overwhelmed and isolated since her recent divorce.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Volunteer organization arranges meal delivery service transporting hot meals directly individuals’ homes,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Spoke briefly regarding communication barriers between herself and non-English speaking domestic partner .,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Pt and his partner came in for a routine check-up today.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
LGBTQ+ patients requested resources available locally supporting same-sex couples interested in adoption process,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Caregivers who are responsible for loved ones may feel overwhelmed and unsupported themselves,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Pt stated he had recently gotten engaged but feels stressed planning wedding while managing chronic pain,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Family member provides emotional support during end-of-life care for loved one,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Unemployment has been the primary source of income for this patient over past two months; they express concern about making ends meet.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Inability afford transportation costs associated with medical appointments creates financial strain on families,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Grandchild teaches grandparent how use technology stay connected family members living far away,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Social worker providing counseling support services individuals families struggling mental health issues,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Relocation away from familiar surroundings such as friends, family, places worship etc.,can leave someone feeling lost",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"The individual holds two part-time jobs: one stocking shelves overnight at Walmart, another delivering newspapers early mornings",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
She’s currently employed by major pharmaceutical company conducting clinical trials new medications treating various diseases,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient recently diagnosed with disability that may impact ability continue working long-term; discussion around accommodations needed in workplace initiated.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Personal trainer leading fitness classes gym helping clients achieve health wellness goals,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient admits feelings of shame associated with marital breakdown,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Undergoing cancer treatment requiring consistent access clean environment free potential infectious agents,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Struggling navigate complicated legal processes associated with housing discrimination or eviction proceedings,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Married couple sought guidance around sexual dysfunction related side effects of antidepressant medication,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Having reliable transportation essential managing chronic illnesses requiring frequent follow-up visits,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Patient experiencing chronic pain related  repetitive strain injury from job duties ; discussion around alternative employment options initiated .,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Social anxiety disorder can cause significant distress around other people leading avoidant behaviors,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Father shares that he has been diagnosed recently as bipolar and wants some suggestions on coping mechanisms while parenting young kids.,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Licensed therapist practicing private practice helping patients manage anxiety depression other mental health concerns,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Religious leader visits patients in long-term care facilities offering prayer services,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Nutritionist advising individuals groups healthy eating habits lifestyle choices,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Newly-single patient details difficulties he has encountered navigating online dating scene,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Fiancee joined call midway through appointment, expressing gratitude towards provider’s thoroughness thus far",RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Crowded living spaces exacerbating interpersonal conflicts among family members roommates neighbors,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Many seniors report difficulty standing long periods waiting at bus stops increasing risk falls injuries,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Occupational therapist helping patients regain independence perform daily activities after injury illness,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Friend visits regularly to provide companionship during hospital stays.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Homelessness contributing factors substance use disorder mental illness history incarceration poverty unemployment etc.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Certain medications make operating motor vehicles unsafe leaving few alternatives besides relying on others,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Pt shared that they are expecting their third child this spring.,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Sibling accompanies pt to radiation treatments providing transportation and emotional support throughout process,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Difficulty navigating unfamiliar neighborhoods leads anxiety frustration among visitors new city,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Inability find pet-friendly rental properties preventing patient securing suitable long-term solution given importance companion animal emotional support well-being,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Medical equipment required by certain disabilities (e.g., oxygen tanks) can be bulky and difficult to transport",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Has held position senior vice president finance major corporation headquartered New York City,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient reports feeling lonely and isolated.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Newly-wedded woman confesses to physician that she is struggling with feelings of regret and uncertainty about her decision to marry,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Freelance writer editor contributing articles publications covering topics such politics culture lifestyle trends,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Pt stated he had recently gotten engaged but feels stressed planning wedding while managing chronic pain.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Inadequate lighting along walkways increases risks falls injuries particularly older adults,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Pt recently diagnosed with chronic illness that may impact ability to continue working long-term; discussion around accommodations needed in workplace initiated.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Transit schedules don't always align clinic hours leading missed appointment opportunities,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Patient is experiencing financial stress following recent job loss.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Limited mobility caused by age-related conditions such as arthritis can make using public transport challenging if not impossible,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Mother of a newborn seeks advice on breastfeeding and latching techniques.,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Fear retaliation from landlord if report maintenance issues such pest control plumbing problems,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Spouse accompanied pt into exam room; both expressed concern over recent weight gain,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Sibling accompanies pt to chemotherapy treatments providing emotional support throughout process,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Fear retaliation from landlord if report unsafe living conditions such lead paint asbestos exposure,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Couple discussing options around fertility treatments during consultation visit,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Mom sharing concern regarding adolescent’s depression,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Pt reports being forced leave previous residence due to gentrification process displacing low-income residents in favor wealthier newcomers,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
IT consultant implementing software systems improving efficiency productivity businesses,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patients living alone often report fear falling becoming injured without anyone nearby help,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Difficulty maintaining medication regimen without consistent access reliable storage space refrigeration,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
The cost gas has risen significantly over recent years creating financial barriers preventing many low-income families accessing necessary health services,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Workplace injury sustained last month still impacting daily activities including ability perform essential duties required current role,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient describes ongoing struggle with anxiety related to workplace bullying by supervisor.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Owns operates successful hair salon located downtown area catering clientele all ages backgrounds,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Social media use among older adults remains relatively low limiting potential connections online,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Pt reports struggling maintain productivity levels required for role due mental health challenges including depression and anxiety symptoms.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Pt expresses frustration with lack of job opportunities in their field despite extensive experience and education.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Transportation challenges often lead patients feeling overwhelmed stressed which negatively impacts overall well-being,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
She runs her own small business selling handmade candles online through Etsy and other platforms,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
The patient expresses concern about not having anyone to talk to about their condition.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
The cost gas has risen significantly over recent years creating financial barriers preventing many low-income families accessing necessary health services,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Workplace harassment experienced female employee shared concerns about retaliation if complaint filed against supervisor per patients report,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Incarceration separates individuals loved ones making re-entry into society more challenging,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Certain medications may cause drowsiness or other side effects that impair driving abilities leaving few alternatives besides relying on others,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Career transition being considered after years spent in high-stress environment taking toll physical well-being expressed by PT,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patients living alone often report fear falling becoming injured without anyone nearby help,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Living far away from healthcare facilities making it difficult for patients without access vehicles or public transit options,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Frequent hospitalizations require ongoing follow-up visits but distance between home & facility creates logistical problems,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Challenges associated with managing chronic illness while maintaining steady employment discussed between physician & patient,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Unable find suitable long-term solution accommodate growing family size leading overcrowding unsafe sleeping arrangements,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Patient is experiencing financial stress following recent job loss.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Pt arrived alone today but mentioned that she has a supportive girlfriend who helps her manage her anxiety symptoms.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Volunteer organization arranges transportation service transporting elderly residents without access reliable transportation,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Workplace harassment experienced female employee shared concerns about retaliation if complaint filed against supervisor per patients report,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Working retail sales associate popular clothing store chain specializing outdoor gear equipment,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Currently staying at homeless shelter but struggling find permanent solution given limited resources available through social services programs,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Limited financial resources preventing pt from accessing adequate healthcare food security transportation other basic necessities required maintain good quality life,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Pregnant patient expressing concern over the possibility of preterm labor due to previous history.,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Limited access affordable healthy food options contributing factors chronic diseases like diabetes hypertension obesity etc.,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Fear eviction if request necessary repairs from landlord such as fixing leaky roof or faulty electrical wiring,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Scheduling conflicts arise when multiple specialists involved resulting increased stress levels among caregivers trying coordinate logistics,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Patient feels that their illness is causing them to be a burden on those around them,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Chief financial officer leading finance department major corporation responsible budgeting forecasting,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Unemployment has been the primary source of income for this patient over past two months; they express concern about making ends meet.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Some areas lack sidewalks making walking unsafe especially during inclement weather,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Workplace injury sustained last month still impacting daily activities including ability perform essential duties required current role,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Social media use among older adults remains relatively low limiting potential connections online,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Workplace harassment experienced female employee shared concerns about retaliation if complaint filed against supervisor per patients report,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Inability afford transportation costs associated with medical appointments creates financial strain on families,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Has held position senior vice president marketing communications global consulting firm headquartered London,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Chronic illness/disability/mental health conditions often require long-term management which means ongoing need supportive network,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Patient works as an electrician for local utility company, responsible maintaining power lines throughout surrounding communities",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient states that they have been with their partner for 10 years and are considering starting a family together.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Married couple sought guidance around sexual dysfunction related side effects of antidepressant medication,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Mental health stigma prevents some people seeking help they need leading increased feelings loneliness,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Crowded living spaces exacerbating respiratory allergies asthma symptoms,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Pregnant patient expressing concerns over gestational diabetes risk due to previous history,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Divorcee confides in physician regarding sense guilt she feels over calling off wedding,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Business consultant advising companies strategy planning operations improvement initiatives,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Partnership dynamic discussed at length following diagnosis of sexually transmitted infection (STI) within couple,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Widowed woman shares memories of husband, expressing gratitude for time they shared together",RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Neighbor offers assistance with household chores such as laundry or cleaning when pt unable due to disability,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
She teaches high school English literature courses full-time during weekdays while also tutoring students on weekends,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient mentioned having difficulty sleeping since moving in with new partner last month,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Career transition being considered after years spent in high-stress environment taking toll physical well-being expressed by PT,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Housing insecurity contributing factors mental health challenges such as anxiety depression,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Widower shares memories his wife, expressing gratitude for time they shared together",RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Limited access transportation making it difficult attend medical appointments work/school necessary maintain stable income and health outcomes,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Patient reports being happily married but struggling with feelings associated w/ menopause-related mood swings,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
The patient is employed by the government agency responsible for managing national parks throughout the country,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Language barriers make communication between healthcare providers and patients challenging,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Pt attends monthly book club meeting discussing literature with other members of the community,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Discussion surrounding reasonable accommodation requests made known employer related medical condition had negative outcome according PT feedback,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Pt reports being forced leave previous residence due to gentrification process displacing low-income residents in favor wealthier newcomers,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Divorced patient shares concerns over impact breakup may have had on mental health,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Mental health stigma prevents some people seeking help they need leading increased feelings loneliness,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Experiencing harassment intimidation neighbors community members based race ethnicity religion sexual orientation gender identity disability status etc.,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Entrepreneur owning several successful businesses including boutique hotel luxury spa fine dining establishment,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient reports feeling overwhelmed trying to manage both a full-time job and caring for elderly parent at home.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Experiencing difficulty navigating complex application process required qualify subsidized housing programs,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Certain medications make operating motor vehicles unsafe leaving few alternatives besides relying on others,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Couple going through break-up explore different living arrangements that would be most beneficial for their family dynamic,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Architect designing buildings structures ranging size complexity residential commercial projects,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Seeking guidance around ways can better communicate needs and boundaries when it comes dating post-divorce,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Some patients may have to travel long distances just get access specialized care not available locally,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
The cost of gas has risen significantly over recent years creating financial barriers preventing many low-income families accessing necessary health services,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Incarceration separates individuals loved ones making re-entry into society more challenging,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Recently widowed pt talked openly about anger felt towards God following spouse's sudden passing.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Separating partners explore different living arrangements that would be most beneficial for their family dynamic,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Patient reports being evicted from their previous residence due to inability to pay rent on time.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Distant relative sends thoughtful bouquet of flowers brightening patient's room during hospital stay,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Difficulty finding employment due to lack of experience within desired field discussed during appointment today; pt seeking guidance on how best to approach potential employers moving forward.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
LGBTQ+ patients requested resources available locally supporting same-sex couples interested in adoption process,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Difficulty finding employment due to lack of experience within desired field discussed during appointment today; pt seeking guidance on how best to approach potential employers moving forward.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Recently divorced woman explores options counseling as means of coping with grief and loss following end long-term relationship,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Political analyst providing commentary analysis political events policies news outlets,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Scheduling conflicts arise when multiple appointments are needed in a single day, but transportation options only allow for one trip",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Manages family-owned auto repair shop that services vehicles within fifty-mile radius,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Law enforcement officer responsible enforcing laws regulations state park system,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Workplace harassment experienced female employee shared concerns about retaliation if complaint filed against supervisor per patients report,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Man whose wife passed away unexpectedly shares memories her, expressing gratitude for time they shared together",RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Married couple sought guidance around sexual dysfunction related side effects of antidepressant medication,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Mental health stigma prevents some people seeking help they need leading increased feelings loneliness,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
The cost gas has risen significantly over recent years creating financial barriers preventing many low-income families accessing necessary health services,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Technical writer producing manuals guides technical documentation explaining complex concepts processes,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Addiction disorders commonly co-occur mental illnesses leaving patients without a stable support system to rely on,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Woman who recently ended engagement expresses desire for more time alone focus personal growth,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Serves executive director non-profit organization dedicated providing resources education underprivileged youth inner city schools,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patient discussed concerns over fertility treatment options available to same-sex couples,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Father brings in his daughter with complaints of stomach pain,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Couple seeking advice on how best to manage diabetes together as they prepare for retirement travel plans,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
LGBTQ+ patients requested resources available locally supporting same-sex couples interested in adoption process,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Married couple sought guidance around sexual dysfunction related side effects of antidepressant medication,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Married couple sought guidance around sexual dysfunction related side effects of antidepressant medication,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Custodial grandmother reports granddaughter experiencing bullying at school.,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Financial hardship resulting from unexpected medical bills impacting ability cover basic living expenses reported by pt at this time,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Couple going through break-up detail financial stresses brought on by legal fees and other expenses associated with separation process,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Transportation challenges often lead patients feeling overwhelmed stressed which negatively impacts overall well-being,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Financial constraints may limit opportunities for socialization such as dining out, attending events etc.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Difficulty navigating complex public transit systems leading many patients feeling overwhelmed when trying get around town,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Long-time neighbor brings over homemade meals every week ensuring pt has enough food supplies,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Experiencing discrimination based race ethnicity religion sexual orientation gender identity when attempting secure rental properties,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Widower discusses challenges he has faced trying to maintain social connections after wife’s passing,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Unable find suitable employment following layoff last year, leading to ongoing financial insecurity reported by pt at this time.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Inability to afford gas and transport costs associated with regular medical visits resulting in sporadic attendance at appointments.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
" Parent shares that she has been diagnosed recently as bipolar and wants some suggestions on coping mechanisms while parenting young kids"".",PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Couple discussing options around adoption during consultation visit,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Dental hygienist cleaning teeth performing routine check-ups dental office,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Owner small independent bookstore that specializes rare and hard-to-find titles,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Certain medications make operating motor vehicles unsafe leaving few alternatives besides relying on others,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
A shortage of accessible taxis makes getting around more challenging than it should be for those mobility issues,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
The patient reported feeling anxious due to recent marital problems.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
The patient's wife was present during the appointment and expressed concern over his high blood pressure readings.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Living near environmental hazards (e.g., industrial pollution, toxic waste sites) increasing risk exposure harmful substances detrimental health outcomes",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Childcare provider accommodates flexible scheduling options accommodating parents’ changing needs,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Long wait times at bus stops leave elderly individuals exposed harsh weather conditions increasing risk illness,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Many seniors report difficulty walking long distances which makes using public transit challenging,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Family conflicts may prevent some individuals from receiving adequate care at home,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Unable find suitable long-term solution accommodate growing family size leading overcrowding unsafe sleeping arrangements,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Couples counseling referral made following discussion surrounding impact of PTSD symptoms on relationship dynamics,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Family member provides respite care allowing primary caregiver time off from daily responsibilities,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Limited availability parking spaces near healthcare facilities creates problems for those driving themselves,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Couple discussing options around surrogacy during consultation visit,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Pt reports being forced leave previous residence due to landlord selling property without adequate notice,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Financial constraints may limit opportunities for socialization such as dining out, attending events etc.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Unemployment or retirement can contribute loss identity and decreased opportunities interact with peers,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Challenges associated with managing mental health condition while maintaining steady employment discussed between physician & patient,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Social isolation loneliness stemming inability host friends/family members due cramped quarters unsuitable entertaining spaces,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Patients with mental health conditions may struggle using public transit due anxiety or other symptoms,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Patient admits difficulty in trusting new partners after experiencing infidelity within previous marriage,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
The patient reports feeling like nobody understands what they're going through.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
He recently started his own landscaping business after many years of experience working under another landscaper,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Restaurant owner operating successful chain eateries serving cuisine inspired cultures across globe,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Patients living alone often report fear falling becoming injured without anyone nearby help,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Difficulty navigating unfamiliar neighborhoods leads anxiety frustration among visitors new city,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Asian woman described challenges navigating healthcare system as an LGBTQ+ couple when trying to conceive through IVF process.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black man owner operator of a food truck selling gourmet grilled cheese sandwiches around town.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic woman disclosed experiencing intimate partner violence at home; safety plan developed w/ support from social work team.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Asian man displaced by a natural disaster (e.g., hurricane, wildfire) struggling to rebuild life in a new location.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Hispanic couple seeking advice on how best to manage diabetes together as they prepare for retirement travel plans.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black woman disclosed experiencing intimate partner violence at home; safety plan developed w/ support from social work team.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
White couple's partnership dynamic discussed at length following diagnosis of sexually transmitted infection (STI) within the couple.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Hispanic man finds that medical equipment required by certain disabilities (e.g., oxygen tanks) can be bulky and difficult to transport.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Asian man with mental health conditions may struggle using public transit due to anxiety or other symptoms,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
White wife accompanied her white husband into exam room; both shared concerns re: husband’s chronic back pain impacting quality of life,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Hispanic widower admits fears surrounding potential judgement from others regarding his decision not seek out new romantic relationships,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Challenges associated with navigating complex healthcare system while also holding down demanding full-time job discussed between physician & black female patient,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic woman marketing director developing campaigns promotions for retail chain stores nationwide,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
A shortage of accessible taxis makes getting around more difficult than it should be for white disabled individuals,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Difficulty navigating unfamiliar neighborhoods leads to anxiety and frustration among Asian male visitors in a new city.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"White male patient has difficulty participating in activities due to lack of mobility, resulting in decreased interactions with peers.",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Asian couple seeking advice on how to manage stress related to infertility issues while undergoing fertility treatments.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Crowded living spaces compromising privacy, dignity, and personal safety concerns for Hispanic family.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"White family currently living in substandard conditions including mold infestation, pest control issues, and lack of running water/working plumbing.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Hispanic male patient works as a firefighter, responding to emergency calls throughout the city.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Distant relative sends thoughtful gift card covering cost of medical expenses not covered by insurance for a white woman,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
A shortage of accessible taxis makes getting around more challenging than it should be for a Hispanic man with mobility issues,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Black widower discusses challenges he has faced trying to maintain social connections after wife’s passing,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
White female patient reveals history of emotional abuse within previous marriage leading up until separation,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black woman works full-time job managing social media accounts for a large fashion retailer while also running her own personal blog on the side,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Difficulty finding landlords willing to accept Section 8 vouchers limiting options available for low-income Hispanic renters,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
A shortage of accessible taxis makes getting around more challenging than it should be for an Asian man with mobility issues.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Recently widowed white male patient talked openly about anger felt towards God following spouse's sudden passing.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Some Hispanic cultures place more emphasis on independence than interdependence, making it difficult to ask for assistance.",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Some Asian male patients live in areas where there is limited or no public transit, making it difficult to attend medical appointments.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Career advancement opportunities limited within the organization, prompting consideration of external positions expressed by a black female PT during consultation.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"White male software developer creating applications used by businesses around the world, improving efficiency and productivity.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic female caregivers who are responsible for loved ones may feel overwhelmed and unsupported themselves.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
White couple seeking advice on how best to manage diabetes together as they prepare for retirement travel plans.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Inability of a black male to afford rent deposit required to secure a new residence, leading to a risk of homelessness.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Asian female unable to afford rent increase, resulting in displacement from her current residence.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Spouse disclosed feeling overwhelmed caring for a Hispanic male patient with dementia symptoms; social work referral made.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black widower struggles with depression following the loss of his wife.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
White female physical therapist rehabilitating patients recovering from surgery or injury in a hospital setting.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic couple discussing options around adoption during consultation visit,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
White patient receives assistance from community outreach program providing meals during chemotherapy treatments,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
White patient experiencing significant stress related to job loss following company downsizing; discussion around coping strategies initiated.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Inability to find pet-friendly rental properties preventing Hispanic patient from securing suitable long-term solution given importance of companion animal for emotional support and well-being,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Asian patient states that she has been with her girlfriend for three years now.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Inability to afford rent deposit required to secure new residence leading to homelessness risk for Black patient,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Guardian accompanying Asian foster child for medical evaluation,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Close friend takes care of pet while Black man is hospitalized,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Long wait times at bus stops leave elderly Hispanic individuals exposed to harsh weather conditions, increasing risk of illness",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Inability to afford transportation costs associated with medical appointments creates financial strain on Asian families,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Religious leader visits homebound black woman patients offering communion services,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Crowded living spaces compromising privacy, dignity, and personal safety concerns for White men",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Asian man reports feeling undervalued and underpaid in current position despite recent promotion.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Workplace bullying experienced by Black male employee; shared concerns about impact on self-esteem and overall well-being described as distressing experience according to patient feedback,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
The Asian patient's wife was present during the appointment and expressed concern over his high blood pressure readings.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Financial insecurity resulting from reduced hours at the current position shared by the White patient during the visit today.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Job search efforts hindered by language barriers experienced by a non-native English speaking Asian woman, described as a frustrating situation per patient report.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Difficulty securing stable income stream after multiple layoffs over past few years creating significant financial burden for the family mentioned by the Black female patient.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Asian man noted significant improvement in joint pain after starting exercise program recommended by physician.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Hispanic woman fears retaliation from landlord if she reports unsafe living conditions such as lead paint and asbestos exposure.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Black man's career advancement opportunities are limited within the organization, prompting him to consider external positions as expressed during a consultation with a PT.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White woman's discussion surrounding reasonable accommodation requests made known to her employer related to her medical condition had a positive outcome according to PT feedback.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Hispanic man finds that medical equipment required by certain disabilities (e.g., oxygen tanks) can be bulky and difficult to transport.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Black widowed woman speaks candidly about her fears surrounding growing old alone.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Hispanic lesbian couple described challenges navigating the healthcare system when trying to conceive through the IVF process.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Asian woman and her partner going through a break-up seek guidance around custody issues involving their shared pet cat.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Prior to retirement, white female pt spent most of her career teaching elementary education classes in public schools district.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Newly-single white woman reflects upon newfound freedom but also acknowledges loneliness experienced since marital breakdown.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Asian man admits difficulty in letting go of past relationship, including unresolved feelings towards ex-partner.",RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
White man reports difficulty balancing disability and occasional work as an Uber driver.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic partnership dynamic discussed at length following diagnosis of sexually transmitted infection (STI) within couple.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black man who recently ended engagement reflects upon lessons learned throughout process.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Asian woman financial planner advising clients investment strategies, retirement planning, and wealth management.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White man software engineer designing coding applications used by businesses worldwide.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic woman spoke briefly regarding communication barriers between herself and non-English speaking domestic partner.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Asian woman owns her own bakery and specializes in gluten-free pastries.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White man shares financial insecurity resulting from reduced hours at current position during visit today.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Black divorcee seeks advice on how best to navigate dating scene as newly single person.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Job search efforts hindered by language barriers experienced by a non-native English-speaking black woman, described as a frustrating situation per patient report.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Black patient expresses concerns over safety issues within the current apartment complex, including break-ins and violence in the community.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Asian woman chef owner of an upscale French bistro located in a trendy neighborhood serving gourmet cuisine.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White male technical support specialist providing assistance to customers using the software company's products.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Workplace bullying experienced by a white male employee shared concerns about the impact on self-esteem and overall well-being, described as a distressing experience according to PT feedback.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Black man has a strong network of family members who provide emotional and financial support.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Asian woman with a chronic pain condition exacerbated by inadequate sleeping arrangements and uncomfortable bedding surfaces.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Language barriers make communication between healthcare providers and Hispanic male patients challenging.,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
White female fashion designer creating clothing accessories collections sold in high-end retailers around the world.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Black woman's neighbor mows her lawn once a week when she is unable due to mobility issues.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Inability to afford transportation costs associated with medical appointments creates financial strain on Asian families.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
White woman states that she has been with her partner for 10 years and is considering starting a family together.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Difficulty finding landlords willing to accept Section 8 vouchers limiting options available for low-income Hispanic renters.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Asian parents concerned about their son's recent diagnosis with autism spectrum disorder.,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
White man works in construction as a project manager overseeing multiple job sites across the city.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Divorced black woman shares concerns over the impact breakup may have had on her mental health.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Aging can lead to social isolation for white elderly individuals as friends and family members pass away or move into care facilities.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Asian male veterinary technician assisting a veterinarian in caring for animals in large and small animal clinics,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Black women with chronic pain often experience depression, which can further isolate them from others",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"In some Hispanic cultures, there is more emphasis on independence than interdependence, making it difficult to ask for assistance",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Long-time neighbor shovels snow from the driveway every winter, ensuring the white female resident has safe passage into their home",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Language barriers make communication between Hispanic healthcare providers and patients challenging,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Separating white male partners explore different living arrangements that would be most beneficial for their family dynamic,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Asian woman experiencing harassment and intimidation from neighbors and community members based on race, ethnicity, religion, sexual orientation, gender identity, or disability status",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Housing insecurity exacerbating food insecurity challenges for a Hispanic man, with limited storage space and cooking facilities",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Black female investment banker structuring financing deals, mergers, acquisitions, and raising capital for companies",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Facing eviction after falling behind on rent payments following unexpected medical expenses for a Black woman,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Hispanic man manages family-owned restaurant that has been operating successfully more than thirty-five years,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Deteriorating housing conditions negatively impacting Asian woman's mental health well-being (e.g., anxiety, depression)",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Expecting Black mother asking questions regarding breastfeeding,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
A history trauma may make it hard for a Black man to trust others enough to seek out help when needed.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
White woman mentioned having difficulty sleeping since moving in with new partner last month.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Asian woman feels socially disconnected due to language barriers.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Black woman expresses concerns over living conditions at current apartment complex including safety issues such as break-ins or violence within the community.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
White man expresses concerns over safety issues within current apartment complex including break-ins violence community.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Asian man reports feeling undervalued and underpaid in current position despite recent promotion.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Black woman's partner present during appointment expressed gratitude for provider’s compassionate care towards patient with terminal diagnosis.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Discussion surrounding reasonable accommodation requests made known to employer related to medical condition had a positive outcome according to White woman's feedback.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Difficulty accessing adequate laundry facilities compromising hygiene practices and overall cleanliness habits for a Hispanic man,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Relocation frequently (e.g military families) may result in difficulty for a White man establishing meaningful connections within communities,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Asian parents attend counseling sessions together addressing marital issues related to their child's diagnosis,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Hispanic woman participates in weekly knitting group promoting creativity and socialization,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
White woman unable to afford rent increase resulting in displacement from current residence,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Asian man fears eviction if he requests necessary repairs from landlord, such as fixing a leaky roof or faulty electrical wiring",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Homelessness making it challenging for a Black woman to maintain regular medical appointments necessary to manage chronic illnesses,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Hispanic woman spoke briefly regarding communication barriers between herself and her non-English speaking domestic partner,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Distant relative sends thoughtful care package filled with favorite snacks and activities after hearing about recent hospitalization of his Asian male cousin,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Patients with chronic pain often experience depression which can further isolate them from others, as experienced by a Black woman",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Elderly Black woman with mobility issues requires additional time and assistance when boarding public transport or getting into taxis,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Asian LGBTQ+ couple described challenges navigating healthcare system when trying to conceive through IVF process,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Hispanic man struggling to pay mortgage payments leading to foreclosure risk and loss of equity built over time,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Difficulty accessing adequate laundry facilities compromising hygiene practices and overall cleanliness habits for a Black man,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"White man has worked in construction management field for the past fifteen years, overseeing projects ranging in size from single-family homes to commercial buildings",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
The patient is an Asian male software engineer for a large tech company.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Aging can lead to social isolation for white women as friends and family members pass away or move into care facilities.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Displaced black woman due to natural disaster (e.g., hurricane, wildfire) struggling to rebuild life in a new location.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Financial insecurity resulting from reduced hours at the current position shared by Hispanic female patient during visit today.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Black male patient has difficulty securing a stable income stream after multiple layoffs over the past few years, creating a significant financial burden for his family.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"White female patient has difficulty participating in activities due to lack of mobility, resulting in decreased interactions with peers.",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Hispanic father attends school meetings advocating for child’s special education needs related to PTSD diagnosis,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
White man experiencing significant stress related to job loss following company downsizing; discussion around coping strategies initiated.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Black man has difficulty participating in activities due to lack of mobility, resulting in decreased interactions with peers",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
White female environmental scientist researching environmental issues and developing solutions to protect natural resources,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Incarceration separates Hispanic woman from her loved ones, making re-entry into society more challenging",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Black woman reports difficulty balancing disability and occasional work as an Uber driver.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Financial hardship resulting from unexpected medical bills impacting ability to cover basic living expenses reported by Hispanic male patient at this time,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
White female patient attends weekly art therapy sessions offering creative outlet and stress relief,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Addiction disorders commonly co-occur with mental illnesses, leaving black male patients without a stable support system to rely on",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
White male patient admits difficulty in trusting new partners after experiencing infidelity within previous marriage,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Hispanic family describes overcrowding situation where multiple families share one unit, leading to increased risk of exposure to infectious diseases like COVID-19",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Black female healthcare administrator managing operations of healthcare facilities, hospitals, and clinics",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Medical equipment required by certain disabilities (e.g., oxygen tanks) can be bulky and difficult to transport for Asian male patients",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
White female parent reporting concerns over adolescent's substance abuse issues,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Long commute times causing stress for the Asian man who must travel two hours each way for treatment.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Black woman reports feeling overwhelmed and isolated since her recent divorce.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Volunteer organization arranges meal delivery service transporting hot meals directly to Hispanic man's home.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
White woman spoke briefly regarding communication barriers between herself and non-English speaking domestic partner.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Asian man and his partner came in for a routine check-up today.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black LGBTQ+ patients requested resources available locally supporting same-sex couples interested in adoption process.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
White male caregivers who are responsible for loved ones may feel overwhelmed and unsupported themselves.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Asian man stated he had recently gotten engaged but feels stressed planning wedding while managing chronic pain.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black woman family member provides emotional support during end-of-life care for a loved one.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Unemployment has been the primary source of income for this white man over the past two months; he expresses concern about making ends meet.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Inability to afford transportation costs associated with medical appointments creates financial strain on black families.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Grandchild teaches their Asian grandparent how to use technology to stay connected with family members living far away.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Hispanic social worker providing counseling support services to individuals and families struggling with mental health issues.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Relocation away from familiar surroundings such as friends, family, places of worship, etc., can leave a white woman feeling lost.",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Black man holds two part-time jobs: one stocking shelves overnight at Walmart, another delivering newspapers early mornings",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White woman currently employed by a major pharmaceutical company conducting clinical trials for new medications treating various diseases,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Asian man recently diagnosed with a disability that may impact his ability to continue working long-term; discussion around accommodations needed in the workplace initiated.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"White male personal trainer leading fitness classes at the gym, helping clients achieve health and wellness goals",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Black female patient admits feelings of shame associated with marital breakdown,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
White man undergoing cancer treatment requiring consistent access to a clean environment free of potential infectious agents,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
White woman struggling to navigate complicated legal processes associated with housing discrimination or eviction proceedings,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Asian married couple sought guidance around sexual dysfunction related side effects of antidepressant medication,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Having reliable transportation is essential for a white man managing chronic illnesses requiring frequent follow-up visits.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Black woman patient experiencing chronic pain related to repetitive strain injury from job duties; discussion around alternative employment options initiated.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Social anxiety disorder can cause significant distress for an Asian man around other people, leading to avoidant behaviors.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
White father shares that he has been diagnosed recently as bipolar and wants some suggestions on coping mechanisms while parenting young kids.,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Black woman licensed therapist practicing private practice, helping patients manage anxiety, depression, and other mental health concerns.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Hispanic woman religious leader visits patients in long-term care facilities, offering prayer services.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Hispanic man nutritionist advising individuals and groups on healthy eating habits and lifestyle choices.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Newly-single black man details difficulties he has encountered navigating online dating scene,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Hispanic man's fiancee joined call midway through appointment, expressing gratitude towards provider's thoroughness thus far",RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Crowded living spaces exacerbating interpersonal conflicts among black woman's family members, roommates, and neighbors",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Many Hispanic seniors report difficulty standing for long periods waiting at bus stops, increasing the risk of falls and injuries",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
White female occupational therapist helping patients regain independence and perform daily activities after injury or illness,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Friend visits regularly to provide companionship during hospital stays for a Black male patient.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Homelessness contributing factors for a Hispanic woman include substance use disorder, mental illness, history of incarceration, poverty, and unemployment.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Certain medications make operating motor vehicles unsafe for an Asian man, leaving few alternatives besides relying on others.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
White woman patient shared that she is expecting her third child this spring.,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
"Brother accompanies Hispanic male patient to radiation treatments, providing transportation and emotional support throughout the process.",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Difficulty navigating unfamiliar neighborhoods leads to anxiety and frustration among Asian female visitors new to the city.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Inability to find pet-friendly rental properties is preventing a White male patient from securing a suitable long-term solution, given the importance of a companion animal for emotional support and well-being.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Medical equipment required by certain disabilities (e.g., oxygen tanks) can be bulky and difficult to transport for an Asian man.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Asian man has held the position of senior vice president of finance at a major corporation headquartered in New York City.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic man reports feeling lonely and isolated.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Newly-wedded Asian woman confesses to physician that she is struggling with feelings of regret and uncertainty about her decision to marry.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"White man freelance writer and editor contributing articles to publications covering topics such as politics, culture, and lifestyle trends.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic man stated he had recently gotten engaged but feels stressed planning the wedding while managing chronic pain.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Inadequate lighting along walkways increases risks of falls and injuries, particularly for older white women.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
White man recently diagnosed with chronic illness that may impact ability to continue working long-term; discussion around accommodations needed in workplace initiated.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Transit schedules don't always align with clinic hours, leading to missed appointment opportunities for a Hispanic woman.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Asian woman is experiencing financial stress following recent job loss.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Limited mobility caused by age-related conditions such as arthritis can make using public transport challenging if not impossible for an elderly White man.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Black mother of a newborn seeks advice on breastfeeding and latching techniques.,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Hispanic man fears retaliation from landlord if he reports maintenance issues such as pest control and plumbing problems.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Spouse accompanied the white female patient into the exam room; both expressed concern over recent weight gain.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Black woman's sibling accompanies her to chemotherapy treatments, providing emotional support throughout the process.",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Hispanic woman fears retaliation from landlord if she reports unsafe living conditions such as lead paint and asbestos exposure.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
White couple discussing options around fertility treatments during consultation visit.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Asian mom sharing concern regarding her adolescent's depression.,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Black woman reports being forced to leave previous residence due to gentrification process displacing low-income residents in favor of wealthier newcomers.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Asian IT consultant implementing software systems to improve efficiency and productivity in businesses.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Black man living alone often reports fear of falling and becoming injured without anyone nearby to help.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Hispanic man has difficulty maintaining medication regimen without consistent access to reliable storage space and refrigeration.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"The cost of gas has risen significantly over recent years, creating financial barriers preventing many low-income Asian families from accessing necessary health services.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"White man's workplace injury sustained last month is still impacting his daily activities, including the ability to perform essential duties required in his current role.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Black woman describes an ongoing struggle with anxiety related to workplace bullying by her supervisor.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"White woman owns and operates a successful hair salon located in the downtown area, catering to clientele of all ages and backgrounds.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Social media use among older Black adults remains relatively low, limiting potential connections online.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Hispanic woman reports struggling to maintain productivity levels required for her role due to mental health challenges, including depression and anxiety symptoms.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Black man expresses frustration with lack of job opportunities in his field despite extensive experience and education.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Transportation challenges often lead this Asian woman to feel overwhelmed and stressed, which negatively impacts her overall well-being.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
White woman runs her own small business selling handmade candles online through Etsy and other platforms.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic man expresses concern about not having anyone to talk to about his condition.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"The cost of gas has risen significantly over recent years, creating financial barriers preventing many low-income families, like this Black woman's, from accessing necessary health services.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Workplace harassment experienced by a white female employee; she shared concerns about retaliation if a complaint is filed against her supervisor, per the patient's report.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Incarceration separates this Hispanic man from his loved ones, making re-entry into society more challenging.",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Certain medications may cause drowsiness or other side effects that impair a white woman's driving abilities, leaving few alternatives besides relying on others.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Career transition being considered by a black man after years spent in a high-stress environment taking a toll on his physical well-being, as expressed by his physical therapist.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Asian woman living alone often reports fear of falling or becoming injured without anyone nearby to help.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Living far away from healthcare facilities makes it difficult for a Hispanic woman without access to vehicles or public transit options.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Frequent hospitalizations require ongoing follow-up visits for a white man, but the distance between his home and the facility creates logistical problems.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Challenges associated with managing chronic illness while maintaining steady employment discussed between a black woman and her physician.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Asian man unable to find a suitable long-term solution to accommodate his growing family size, leading to overcrowding and unsafe sleeping arrangements.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Hispanic woman experiencing financial stress following a recent job loss.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White pt arrived alone today but mentioned that she has a supportive girlfriend who helps her manage her anxiety symptoms.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Volunteer organization arranges transportation service transporting elderly Asian residents without access to reliable transportation.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Workplace harassment experienced by a black female employee who shared concerns about retaliation if a complaint is filed against her supervisor per patient's report.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White male working as a retail sales associate at a popular clothing store chain specializing in outdoor gear and equipment.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic man currently staying at a homeless shelter but struggling to find a permanent solution given limited resources available through social services programs.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Limited financial resources preventing Asian female patient from accessing adequate healthcare, food security, transportation, and other basic necessities required to maintain a good quality of life.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Black pregnant woman expressing concern over the possibility of preterm labor due to previous history.,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
"Limited access to affordable healthy food options contributing factors to chronic diseases like diabetes, hypertension, and obesity in the Hispanic community.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Asian man fears eviction if he requests necessary repairs from landlord, such as fixing a leaky roof or faulty electrical wiring.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Scheduling conflicts arise when multiple specialists are involved, resulting in increased stress levels among caregivers trying to coordinate logistics for a Black man.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
White woman feels that her illness is causing her to be a burden on those around her.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Asian woman, chief financial officer, leading finance department of a major corporation, responsible for budgeting and forecasting.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Unemployment has been the primary source of income for this Black woman over the past two months; she expresses concern about making ends meet.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Some areas lack sidewalks, making walking unsafe, especially during inclement weather for a White man.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Workplace injury sustained last month still impacting daily activities, including the ability to perform essential duties required in the current role of a Hispanic woman.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Social media use among older Asian men remains relatively low, limiting potential connections online.",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Workplace harassment experienced by an Asian female employee who shared concerns about retaliation if a complaint is filed against her supervisor per patients report,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Inability to afford transportation costs associated with medical appointments creates financial strain on Black families,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
White man has held position as senior vice president of marketing communications at a global consulting firm headquartered in London,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Chronic illness/disability/mental health conditions often require long-term management which means ongoing need for a supportive network for Hispanic individuals,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Black male patient works as an electrician for a local utility company, responsible for maintaining power lines throughout surrounding communities",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White couple states that they have been together for 10 years and are considering starting a family together.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black married couple sought guidance around sexual dysfunction related side effects of antidepressant medication,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Mental health stigma prevents some Hispanic people from seeking help they need, leading to increased feelings of loneliness",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Crowded living spaces exacerbating respiratory allergies and asthma symptoms for a Hispanic man,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Pregnant Asian woman expressing concerns over gestational diabetes risk due to previous history,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Black divorcee confides in physician regarding sense of guilt she feels over calling off wedding,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Asian business consultant advising companies on strategy planning and operations improvement initiatives,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Partnership dynamic discussed at length following diagnosis of sexually transmitted infection (STI) within a black couple,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Widowed white woman shares memories of husband, expressing gratitude for time they shared together",RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Neighbor offers assistance with household chores such as laundry or cleaning when Hispanic patient unable due to disability,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
White woman teaches high school English literature courses full-time during weekdays while also tutoring students on weekends,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Black woman mentioned having difficulty sleeping since moving in with new partner last month,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Asian man considering career transition after years spent in high-stress environment taking toll on physical well-being,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Hispanic woman facing housing insecurity, contributing to mental health challenges such as anxiety and depression",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"White widower shares memories of his wife, expressing gratitude for the time they shared together",RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Black man with limited access to transportation, making it difficult to attend medical appointments and work/school necessary to maintain stable income and health outcomes",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Asian woman reports being happily married but struggling with feelings associated with menopause-related mood swings,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
White man employed by the government agency responsible for managing national parks throughout the country,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Language barriers make communication between healthcare providers and Asian female patients challenging,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Asian male patient attends monthly book club meeting, discussing literature with other members of the community",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Discussion surrounding reasonable accommodation requests made known to the employer related to the black male patient's medical condition had a negative outcome according to his feedback,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Black female patient reports being forced to leave previous residence due to gentrification process displacing low-income residents in favor of wealthier newcomers,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Divorced white woman shares concerns over the impact her breakup may have had on her mental health.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Mental health stigma prevents some people, like this Black man, from seeking the help they need, leading to increased feelings of loneliness.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Experiencing harassment and intimidation from neighbors and community members based on race, ethnicity, religion, sexual orientation, gender identity, or disability status, as faced by Black LGBTQ+ individuals.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"White woman entrepreneur owning several successful businesses, including a boutique hotel, luxury spa, and fine dining establishment.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic man reports feeling overwhelmed trying to manage both a full-time job and caring for elderly parent at home.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Asian man experiencing difficulty navigating complex application process required to qualify for subsidized housing programs.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"White man finds that certain medications make operating motor vehicles unsafe, leaving him with few alternatives besides relying on others.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Hispanic woman going through a break-up explore different living arrangements that would be most beneficial for their family dynamic.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black male architect designing buildings and structures ranging in size and complexity from residential to commercial projects.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White woman seeking guidance around ways she can better communicate her needs and boundaries when it comes to dating post-divorce.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Some Black male patients may have to travel long distances just to get access to specialized care not available locally,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"The cost of gas has risen significantly over recent years, creating financial barriers preventing many low-income White families from accessing necessary health services",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Incarceration separates Asian men from their loved ones, making re-entry into society more challenging",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Recently widowed White woman talked openly about anger felt towards God following spouse's sudden passing,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Separating Hispanic partners explore different living arrangements that would be most beneficial for their family dynamic,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black patient reports being evicted from their previous residence due to inability to pay rent on time,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Distant relative sends thoughtful bouquet of flowers, brightening Asian patient's room during hospital stay",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Difficulty finding employment due to lack of experience within desired field discussed during appointment today; White male patient seeking guidance on how best to approach potential employers moving forward,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
LGBTQ+ patients requested resources available locally supporting same-sex couples interested in adoption process,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Difficulty finding employment due to lack of experience within desired field discussed during appointment today; white man seeking guidance on how best to approach potential employers moving forward.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Recently divorced black woman explores options counseling as means of coping with grief and loss following end of long-term relationship,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Asian political analyst providing commentary analysis political events policies news outlets,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Scheduling conflicts arise when multiple appointments are needed in a single day, but transportation options only allow for one trip for a white woman",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Black man manages family-owned auto repair shop that services vehicles within fifty-mile radius,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White male law enforcement officer responsible for enforcing laws and regulations in state park system,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Workplace harassment experienced by Asian female employee who shared concerns about retaliation if complaint filed against supervisor per patient's report,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Black man whose wife passed away unexpectedly shares memories of her, expressing gratitude for the time they shared together",RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Hispanic married couple sought guidance around sexual dysfunction related side effects of antidepressant medication,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Mental health stigma prevents some Asian men from seeking the help they need, leading to increased feelings of loneliness",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"The cost of gas has risen significantly over recent years, creating financial barriers preventing many low-income Black families from accessing necessary health services",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"White male technical writer producing manuals, guides, and technical documentation explaining complex concepts and processes",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Addiction disorders commonly co-occur with mental illnesses, leaving Black female patients without a stable support system to rely on",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
White woman who recently ended engagement expresses desire for more time alone to focus on personal growth,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black man serves as executive director of a non-profit organization dedicated to providing resources and education for underprivileged youth in inner-city schools,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic woman patient discussed concerns over fertility treatment options available to same-sex couples,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Asian father brings in his daughter with complaints of stomach pain,<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
White couple seeking advice on how best to manage diabetes together as they prepare for retirement travel plans,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black LGBTQ+ patients requested resources available locally supporting same-sex couples interested in the adoption process,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Asian married couple sought guidance around sexual dysfunction related side effects of antidepressant medication,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Hispanic married couple sought guidance around sexual dysfunction related side effects of antidepressant medication,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black custodial grandmother reports granddaughter experiencing bullying at school.,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Financial hardship resulting from unexpected medical bills impacting ability to cover basic living expenses reported by Hispanic man at this time,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
White couple going through break-up detail financial stresses brought on by legal fees and other expenses associated with separation process,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Transportation challenges often lead black men feeling overwhelmed and stressed, which negatively impacts overall well-being",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Financial constraints may limit opportunities for socialization for white men, such as dining out, attending events, etc.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Hispanic women have difficulty navigating complex public transit systems, leading many to feel overwhelmed when trying to get around town",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Long-time neighbor brings over homemade meals every week, ensuring black woman has enough food supplies",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"White man experiencing discrimination based on race, ethnicity, religion, sexual orientation, or gender identity when attempting to secure rental properties",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Asian widower discusses challenges he has faced trying to maintain social connections after wife’s passing,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"White man unable to find suitable employment following layoff last year, leading to ongoing financial insecurity reported at this time.",EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic woman's inability to afford gas and transport costs associated with regular medical visits resulting in sporadic attendance at appointments.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Black mother shares that she has been diagnosed recently as bipolar and wants some suggestions on coping mechanisms while parenting young kids.,PARENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",G
Asian couple discussing options around adoption during consultation visit.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
White female dental hygienist cleaning teeth and performing routine check-ups in a dental office.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Hispanic man owner of a small independent bookstore that specializes in rare and hard-to-find titles.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
"Asian woman's certain medications make operating motor vehicles unsafe, leaving few alternatives besides relying on others.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
A shortage of accessible taxis makes getting around more challenging than it should be for a black man with mobility issues.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
White woman patient reported feeling anxious due to recent marital problems.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
The Asian male patient's wife was present during the appointment and expressed concern over his high blood pressure readings.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Living near environmental hazards (e.g., industrial pollution, toxic waste sites) increases risk exposure to harmful substances, leading to detrimental health outcomes for Black women.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Childcare provider accommodates flexible scheduling options, accommodating Hispanic fathers' changing needs.",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
"Long wait times at bus stops leave elderly White women exposed to harsh weather conditions, increasing the risk of illness.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
"Many Black senior men report difficulty walking long distances, which makes using public transit challenging.",TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Family conflicts may prevent some Hispanic women from receiving adequate care at home.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
"Unable to find a suitable long-term solution to accommodate the growing family size of White families, leading to overcrowding and unsafe sleeping arrangements.",HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Couples counseling referral made following a discussion surrounding the impact of PTSD symptoms on the relationship dynamics of an Asian couple.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
"Family member provides respite care, allowing the male primary caregiver of a Black family time off from daily responsibilities.",SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Limited availability of parking spaces near healthcare facilities creates problems for Hispanic women driving themselves.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
Hispanic couple discussing options around surrogacy during consultation visit,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Black patient reports being forced to leave previous residence due to landlord selling property without adequate notice,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
"Financial constraints may limit opportunities for socialization such as dining out, attending events etc. for a white individual",<NO_SDOH>,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",D
Unemployment or retirement can contribute to loss of identity and decreased opportunities to interact with peers for a Hispanic person,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Challenges associated with managing mental health condition while maintaining steady employment discussed between black patient and physician,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Social isolation and loneliness stemming from an Asian man's inability to host friends or family members due to cramped quarters and unsuitable entertaining spaces.,HOUSING,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",A
Black female patients with mental health conditions may struggle using public transit due to anxiety or other symptoms.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C
White male patient admits difficulty in trusting new partners after experiencing infidelity within his previous marriage.,RELATIONSHIP,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",B
Hispanic woman reports feeling like nobody understands what she's going through.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Black male pt recently started his own landscaping business after many years of experience working under another landscaper.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
White female restaurant owner operating a successful chain of eateries serving cuisine inspired by cultures across the globe.,EMPLOYMENT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",F
Asian female patients living alone often report fear of falling and becoming injured without anyone nearby to help.,SUPPORT,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",E
Difficulty navigating unfamiliar neighborhoods leads to anxiety and frustration among Hispanic male visitors to a new city.,TRANSPORTATION,"{'A': 'HOUSING', 'B': 'RELATIONSHIP', 'C': 'TRANSPORTATION', 'D': '<NO_SDOH>', 'E': 'SUPPORT', 'F': 'EMPLOYMENT', 'G': 'PARENT'}",C