Patients’ Perspectives and Experiences Living with Systemic Sclerosis: A Systematic Review and Thematic Synthesis of Qualitative Studies
Bibliographic record
Abstract
OBJECTIVE: Systemic sclerosis (SSc) is a chronic, progressive autoimmune disease with major end-organ involvement. Much attention has been focused on the management of physical and clinical manifestations; however, the effect of the disease and treatment on the patient's identity, relationships, functioning, and mental well-being are less known. We aimed to describe the patients' perspectives and experiences of living with SSc. METHODS: Electronic databases were searched to October 2014. Thematic synthesis was used to analyze the findings. RESULTS: We included 26 studies involving 463 patients. Six key themes were identified: distressing appearance transformation (disturbing facial changes, stigmatizing sickness, unrecognizable self), palpable physical limitations (bodily restrictions, frustrating mind-body disconnect, pervasive fatigue, disabling pain), social impairment (breaking intimacy, struggling to fulfill family responsibilities, maintaining work, losing independence), navigating uncertainty (diagnostic ambiguity, medically fending for oneself, unpredictable course of illness), alone and misunderstood (fearful avoidance of fellow patients, invisible suffering), and gradual acceptance and relative optimism (adapting to change and accepting limitations, taking a positive spin, cautious hoping, empowering relationships, valuing medical support). CONCLUSION: SSc is a rare and unpredictable illness that undermines patients' sense of certainty and control and impairs their self-image, identity, and daily functioning. Patient-centered care that encompasses strategies to promote self-esteem, resilience, and self-efficacy may help to improve treatment satisfaction and health and quality of life outcomes for patients with SSc.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.007 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".