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Using Large Language Models to Abstract Complex Social Determinants of Health From Original and Deidentified Medical Notes: Development and Validation Study

Using Large Language Models to Abstract Complex Social Determinants of Health From Original and Deidentified Medical Notes: Development and Validation Study

These guidelines distinguish between stable and unstable housing versus an unknown housing status, with examples for each pulled from EHR notes. An explicit definition of history of housing instability was also created. If a note contained any information on housing it had to be labeled as stably housed, current housing instability, or history of/past housing instability. If the note contained no information on housing, it was labeled as unknown.

Alexandra Ralevski, Nadaa Taiyab, Michael Nossal, Lindsay Mico, Samantha Piekos, Jennifer Hadlock

J Med Internet Res 2024;26:e63445

Predictors and Consequences of Homelessness: Protocol for a Cohort Study Design Using Linked Routine Data

Predictors and Consequences of Homelessness: Protocol for a Cohort Study Design Using Linked Routine Data

The United Nations Office of the High Commissioner for Human Rights proposed that “experiencing homelessness means not having stable, safe, and adequate housing, nor the means and ability of obtaining it” [6].

Eileen Mitchell, Dermot O’Reilly, Diarmuid O’Donovan, Declan Bradley

JMIR Res Protoc 2023;12:e42404

Canadian Older Adults’ Intention to Use an Electronic Decision Aid for Housing Decisions: Cross-sectional Web-Based Survey

Canadian Older Adults’ Intention to Use an Electronic Decision Aid for Housing Decisions: Cross-sectional Web-Based Survey

In this paper, all decisions about whether to stay home and age safely in place or to move out to a residential health care facility are referred to as “housing decisions” [9]. In Canada, housing decisions are considered the most frequent and difficult decisions for older adults receiving home care as well as for their caregivers [10,11].

Maya Fakhfakh, Virginie Blanchette, Karine V Plourde, Souleymane Gadio, Marie Elf, C Allyson Jones, Louise Meijering, Anik Giguère, France Légaré

JMIR Aging 2023;6:e43106

Older Adults Living in Disadvantaged Areas: Protocol for a Mixed Methods Baseline Study on Homes, Quality of Life, and Participation in Transitioning Neighborhoods

Older Adults Living in Disadvantaged Areas: Protocol for a Mixed Methods Baseline Study on Homes, Quality of Life, and Participation in Transitioning Neighborhoods

In one area, city officials have taken drastic measures to improve housing standards by demolition and new construction, and the neighborhood transition is characterized by gentrification—so far, a rare approach in Sweden. The rural areas targeted are rural municipalities in the south of Sweden (with 10,000 to 15,000 inhabitants).

Marianne Granbom, Håkan Jönson, Anders Kottorp

JMIR Res Protoc 2022;11(10):e41255

Individualized Apartment Accommodation for People With Intellectual Disability: Protocol for a Qualitative Study Examining the Well-Being and Support Outcomes Linking Housing and Health

Individualized Apartment Accommodation for People With Intellectual Disability: Protocol for a Qualitative Study Examining the Well-Being and Support Outcomes Linking Housing and Health

The introduction of consumer-led health and disability funding across the world (including the United States, the United Kingdom, parts of Europe, and Australia) has changed in how disability housing support is provided and brought with it the opportunity for individualized living plans and accommodation settings.

Phillippa Carnemolla

JMIR Res Protoc 2020;9(8):e18248

Evaluating the Use of Smart Home Technology by People With Brain Impairment: Protocol for a Single-Case Experimental Design

Evaluating the Use of Smart Home Technology by People With Brain Impairment: Protocol for a Single-Case Experimental Design

Recent research has demonstrated that the opportunities presented by EATs to people with disability living in supported housing have not yet been fully harnessed. A survey of 254 people with disability living in shared supported accommodation (SSA) in Victoria, Australia, demonstrated that only 43.7% had access to mainstream technology, and 10.6% had access to specialized technology [15].

Rebecca Jane Jamwal, Libby Callaway, Di Winkler, Louise Farnworth, Robyn Tate

JMIR Res Protoc 2018;7(11):e10451