A digital, coach-assisted intervention to address the psychosocial needs of young adult cancer survivors: Randomized controlled trial protocol and intervention adaptation process
Open accessAbstract
Background: Given the increasing number of young adult cancer survivors and the impacts of cancer on various life domains, interventions addressing the psychosocial needs of young adult survivors are crucial. However, such intervention research is limited, and the existing literature has often: 1) overlooked young adult survivors' psychosocial needs; 2) targeted depression, anxiety, or fear of recurrence – rather than positive outcomes like well-being; and 3) failed to consider scalable approaches, like digital health. Methods: This paper documents the development and refinement of an 8-week digital, coach-assisted intervention targeting hope among young adult cancer survivors (ages 18–39, within 3 years of treatment completion) and presents the protocol of the 2-arm RCT (comparing intervention vs. attention control). The intervention builds upon a 2017–2018 pilot trial (n = 56); intervention refinements were based on subsequent semi-structured interviews among young adult survivors (n = 23). Results: The pending trial design involves an increased sample size (n = 150) to increase power and diversified recruitment efforts (i.e., clinic-based, social media, community-based organizations, etc.) to facilitate intervention reach, accessibility, and scalability. The intervention was enhanced by integrating highly relevant theoretical and therapeutic frameworks, specifically the concept of hope and Acceptance and Commitment Therapy, as well as updating intervention delivery technology. Intervention outcomes include feasibility and acceptability at end-of-treatment and preliminary efficacy on hope (primary outcome) and quality of life measures (secondary outcomes) at end-of-treatment and 16-week follow-up. Conclusions: This paper may facilitate discussion regarding approaches for addressing the significant psychosocial challenges faced by young adult survivors and catalyze dissemination of trial results. Trial Registration: NCT05905250 © 2024 Elsevier Inc.
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Claims the paper makes
64 of 101 cited sources checked · 23 supported · 3 flagged · accuracy not yet measured
- Premisecitation
Research on psychosocial interventions for cancer survivors has often targeted depression, anxiety, emotional distress, negative affect, or fear of cancer recurrence rather than positive outcomes such as well-being.
“research on psychosocial interventions for cancer survivors has often targeted depression, anxiety, emotional distress, negative affect, or fear of cancer recurrence as outcomes – rather than positive outcomes, such as well-being [11, 12].”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [11] source
The Results (Study characteristics; page not provided) report depression, anxiety, and distress far more often than well-being as outcomes, supporting the general contrast. The Introduction also describes ACT intervention reviews assessing anxiety, depression, and emotional distress. But this paper primarily reviews associations between ACT processes and distress, not outcomes of psychosocial interventions, and the cited passages do not establish fear of cancer recurrence as an intervention outcome. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [12] source
The Discussion (page unavailable) says most studies in the psychological-intervention group focused on promoting healthy behaviours, and only two recruited patients with clinically significant distress for psychological support. The Psychological interventions section does report anxiety and depression outcomes in some studies, but the review does not support the claimed emphasis on negative outcomes rather than well-being or other positive outcomes. (LLM, conf=0.84)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
- Premisecitation
Hope is associated with enhanced mental health and quality of life in cancer survivors.
“and in cancer survivors [3, 16, 21-27]”
Quote in the paperSubstantial claim4 of 9 sources checked- cites [3] source
The Results and Conclusions discuss associations between life-goal pursuit and psychological outcomes in cancer patients, while the Background mentions quality of life in relation to treatment disruption. Searches for hope and quality of life found no passage linking hope to either mental health or quality of life in cancer survivors. Page numbers were not available in our copy. (LLM, conf=0.75)
Experimental — accuracy not yet measured - cites [16] source
- cites [21] source
- cites [22] source
- cites [23] source
- cites [24] source
The Discussion (page not provided) says hope can help patients cope with the psychological pressures of chronic disease, and the Abstract proposes hope-based therapies to improve patients’ mental well-being. The paper does not establish an association between hope and quality of life in cancer survivors; its study compared hope scores between breast cancer survivors and healthy women, without measuring quality of life. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [25] source
The Introduction (page not available) links hope with cancer patients’ well-being and quality of life, and the Results (page not available) report that higher hope was associated with less depression and anxiety. The study enrolled oncology outpatients, not a defined population of cancer survivors, and did not measure quality of life as an outcome. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [26] source
The Discussion (page unavailable) reports that trait hope and expectations of chemotherapy benefit were independent of aspects of psychological well-being and quality of life in women receiving palliative chemotherapy for recurrent ovarian cancer. It instead links unfulfilled expectations of symptom benefit with scores indicative of depression, not hope with enhanced mental health and quality of life. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured - cites [27] source
- Premisecitation
Existing interventions largely target depression, anxiety, or fear of cancer recurrence as outcomes rather than well-being or other positive outcomes.
“existing interventions largely targeting depression, anxiety, or fear of cancer recurrence as outcomes – rather than well-being or other positive outcomes [11, 12]”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [11] source
The Results (Study characteristics; page unavailable) report depression as an outcome in 71 of 110 studies and anxiety in 54, versus emotional or psychological well-being in 13. This supports an emphasis on negative outcomes in the reviewed studies, but the paper does not establish that interventions generally target fear of cancer recurrence, or that all the studies counted were intervention trials. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [12] source
The Discussion (page not available) says that most studies in the psychological-intervention group focused on health behaviours for a healthy lifestyle; only two recruited patients with clinically significant distress for psychological support. The Target outcomes section lists anxiety and depression among several outcomes, but does not support the claim that interventions largely targeted those outcomes or fear of cancer recurrence rather than well-being or other positive outcomes. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
- Premisecitation
Of the 17 studies in the 2017 systematic review, 10 were randomized controlled trials.
“Only 10 of these studies were randomized controlled trials (RCTs)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [12] source
- Premisecitation
Hope is associated with life meaning among cancer survivors.
“life meaning among cancer survivors [28-30]”
Quote in the paperNot a substantial claim3 of 3 sources checked- cites [28] source
- cites [29] source
The Methods (Study measures; page unavailable) describes measures of loneliness, depression, anxiety, and social support in young adults. Searches for hope, life meaning, and cancer survivors found no passage addressing an association between hope and life meaning among cancer survivors. (LLM, conf=0.76)
Experimental — accuracy not yet measured - cites [30] source
The Results section on COVID-19’s impact on psychological well-being reports anxiety, depression, isolation, and cancer-related worries among adolescents and young adults, but not an association between hope and meaning in life. Searches for “hope,” “meaning in life,” and the claimed association found no passage addressing it. Page numbers were not available in our copy. (LLM, conf=0.74)
Experimental — accuracy not yet measured
- Premisecitation
Of the 10 randomized controlled trials, 2 focused on individuals diagnosed in young adulthood.
“2 of which focused on individuals diagnosed in young adulthood”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [12] source
- Premisecitation
Hope is associated with enhanced mental health and quality of life in the general population.
“hope is associated with enhanced mental health and quality of life in the general population [19-21]”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites [19] source
The Introduction (page unavailable) links hope with recovery and quality of life among people with severe mental illness, and the Abstract (page unavailable) reports an association between hope and quality of life in that population. The paper does not establish the claimed association with mental health and quality of life in the general population; its mention of the general population is only a comparison of hope levels. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [20] source
The Abstract (p. 1) reports that greater hope was linked to better quality of life among children with cancer and their parents. The discussion of prior research (p. 2) also links hope to adjustment in specific illness-affected groups, but the paper does not establish the claimed association with both mental health and quality of life in the general population. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [21] source
- Premisecitation
There are significant gaps in young adult survivorship intervention research.
“there are significant gaps in YA survivorship intervention research [8].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [8] source
The Discussion identifies gaps in psychosocial intervention research for cancer survivors, including limited long-term follow-up and a need for more rigorous studies. It does not identify those gaps specifically in young adult survivorship research; its age analysis reports no clear evidence of differential benefit across samples varying in age. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
A 2017 systematic review identified only 17 studies testing psychological or health promotion interventions for adolescent and young adult survivors.
“a 2017 systematic review identified only 17 studies testing psychological or health promotion interventions for adolescent and YA survivors.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [12] source
- Premisecitation
Hope-based interventions have been shown effective in improving hope, quality of life, and mental health in young adult cancer survivors.
“as well as hope, quality of life, and mental health in YA cancer survivors [14].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [14] source
The Results (Primary and Secondary Outcomes; page unavailable) report trends toward improvements in hope, aspects of quality of life, and depressive symptoms among young adult cancer survivors, but say that few differences between the intervention and control groups were significant. The Discussion (Conclusions; page unavailable) calls these preliminary findings and recommends a further trial to test efficacy. Thus, the paper does not establish that hope-based interventions have been shown effective across all three outcomes. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Young adult cancer survivors face physical, mental, social, educational, occupational, and financial consequences from cancer and its treatment.
“their survivorship journey entails managing the physical and mental health, social, educational, occupational, and financial consequences of cancer diagnosis and treatment [2-6].”
Quote in the paperSubstantial claim2 of 5 sources checked- cites [2] source
- cites [3] source
The Background describes treatment-related fatigue and pain interfering with survivors’ return to work and social activities. The Results and Conclusions report poorer psychological outcomes associated with disrupted life goals and greater goal disturbance in younger patients. The paper does not establish the educational or financial consequences attributed to it; page numbers are unavailable in our copy. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [4] source
- cites [5]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [6]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
None of the 17 studies were psychological interventions for individuals diagnosed in young adulthood.
“none of which were psychological interventions for individuals diagnosed in young adulthood [12].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [12] source
- Premisecitation
Health coaching interventions have shown positive effects on healthcare system and provider outcomes.
“as well as healthcare system and provider outcomes (e.g., provider job satisfaction, patient satisfaction with services/outcomes) [48]”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [48] source
- Premisecitation
At 6-month follow-up, intervention participants reported greater increases in hope compared to control.
“at 6-month follow-up (FU), intervention participants reported greater increases in hope [14].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [14] source
- Premisecitation
A 2021 systematic review of systematic reviews of telemedicine interventions for cancer survivors indicated their feasibility and acceptability.
“A 2021 systematic review examining systematic reviews of telemedicine interventions for cancer survivors [46] indicated their feasibility and acceptability (i.e., easy use, usefulness, improved patient experience)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [46] source
- Premisecitation
Research has shown Acceptance and Commitment Therapy to improve various outcomes, including fear of cancer recurrence, anxiety, depression, emotional distress, and quality of life.
“research has shown ACT to improve various outcomes, including fear of cancer recurrence, anxiety, depression, emotional distress, and quality of life [9-11].”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [9] source
- cites [10] source
- cites [11] source
The Introduction reports earlier reviews finding improvements in anxiety, depression, emotional distress, and quality of life following ACT interventions for people with cancer. It mentions fears around recurrence as a source of distress, but does not report that ACT improves fear of cancer recurrence specifically. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
The pilot intervention demonstrated feasibility (95% retention).
“The intervention demonstrated feasibility (95% retention)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [14] source
The Results (Feasibility and Acceptability; page unavailable) report retention exceeding 85% at end of treatment and follow-up, and the Discussion describes the program as feasible. Neither passage substantiates the specific figure of 95% retention. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Interpretationcitation
Health coaching may be a valuable strategy in the context of cancer survivorship interventions, particularly those focused on psychosocial well-being.
“health coaching may be a valuable strategy in the context of cancer survivorship interventions, particularly those focused on psychosocial well-being [48].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [48] source
The Summary (page not specified) says health coaching in primary care can improve psychological and social outcomes, supporting its potential value for psychosocial well-being. The paper does not address cancer survivorship interventions, so it does not support that setting-specific part of the claim. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Interpretationcitation
The appropriateness of health coaching as an underused strategy for cancer survivorship interventions is suggested.
“suggesting the appropriateness of this underused strategy for cancer survivorship interventions.”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [48] source
The ‘What is health coaching?’ and ‘Evidence to support health coaching’ sections describe health coaching as useful for chronic-condition management and report improvements in health outcomes and behaviours. They do not address cancer survivorship interventions or establish that health coaching is underused in that setting. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [49] source
- Premisecitation
A 2022 meta-analysis of 77 studies examining Acceptance and Commitment Therapy processes among cancer survivors indicated that higher scores on flexible processes and lower scores on inflexible processes were associated with lower distress.
“A 2022 meta-analysis study of 77 studies examining ACT processes among cancer survivors indicated that higher scores on flexible processes (acceptance, present moment awareness, self-compassion) and lower scores on inflexible processes (experiential avoidance, cognitive fusion) were associated with lower distress [11].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [11] source
The Abstract reports five meta-analyses of 77 studies and the stated associations between flexible and inflexible ACT processes and distress. However, the cited paper is dated 2024, not 2022; its Abstract says the literature search ran until March 2022. The paper describes its population as people with cancer, not specifically cancer survivors. (LLM, conf=0.90)
Experimental — accuracy not yet measured
- Premisecitation
The pilot intervention demonstrated high engagement in intervention components (average coaching sessions M=6.16, videos M=6.79, homework M=4.50).
“high engagement in intervention components (of 8 weeks, average number of completions: coaching sessions M=6.16, SD=2.83; videos M=6.79, SD=2.00; homework M=4.50, SD=2.31)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [14] source
The Results (Feasibility and Acceptability; page unavailable) report an average of more than six of eight coaching calls, and the Discussion describes high adherence. Our copy does not give the claimed exact means or standard deviations for coaching, videos, or homework; it refers to Table 3 without reproducing those figures. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
The decision to change the attention control from finances to nutrition was made because of increasing acknowledgment of the relevance and salience of financial toxicity among cancer survivors.
“This decision was made because of the increasing acknowledgment of the relevance and salience of financial toxicity experienced among cancer survivors [54]”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [54] source
- Interpretationcitation
The scalability of face-to-face survivorship interventions may be limited given the intensive resources involved for the health system and for young adults.
“their scalability may be limited given the intensive resources involved for both: 1) the health system, which faces limitations regarding skilled personnel and mechanisms to sustain financial support to deliver such interventions; and 2) YAs, who are navigating several life demands during their survivorship period (e.g., re-engaging with family and occupational goals) [44, 45].”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [44] source
The Results and Discussion (page unavailable) report that barriers to psychosocial support were most common after treatment and included practical barriers for young people and gaps in available services. The paper does not assess the scalability of face-to-face interventions or attribute those gaps to shortages of skilled personnel or sustainable funding. (LLM, conf=0.83)
Experimental — accuracy not yet measured - cites [45] source
The Introduction (page not provided) identifies limited provider expertise, clinician preparation time, clinical space, and reimbursement as system-level barriers. The Results (page not provided) report time constraints and life changes, including starting a family or going to college, as barriers for young adults. The paper does not assess the scalability of face-to-face interventions or the resources required to deliver them, so that conclusion goes beyond its findings. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Premisecitation
The majority of survivorship intervention research has involved face-to-face sessions delivered by clinical psychologists, psychiatrists, and social workers in clinic- or hospital-based settings, supplemented with intervention booster sessions via phone or internet.
“The majority of survivorship intervention research has involved face-to-face sessions delivered by clinical psychologists, psychiatrists, and social workers in clinic- or hospital-based settings, supplemented with intervention booster sessions via phone or internet [9, 12].”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [9] source
The Results > Intervention characteristics section reports that 72.7% of the reviewed ACT interventions were delivered in hospitals or clinics and that, among the seven studies reporting therapist information, about 86% used clinical psychologists, psychiatrists, or oncology social workers. It does not establish that the sessions were predominantly face-to-face or that phone or internet booster sessions supplemented them. Its findings also concern ACT interventions in adult cancer survivors, not survivorship intervention research generally; page numbers are unavailable in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [12] source
The Attributes of studies section (page unavailable) reports that 9 of 17 interventions (53%) were delivered face-to-face, with telephone and workbooks used as boosters. It describes internet delivery as a primary mode in three studies, not as a booster, and does not establish that most sessions were delivered by the named professionals in clinic or hospital settings. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Premisecitation
There is limited use of scalable approaches, like digital health and health coaching, in interventions for YA survivors.
“limited use of scalable approaches, like digital health [9, 12, 46] and health coaching [48]”
Quote in the paperSubstantial claim4 of 4 sources checked- cites [9] source
The Results section on intervention delivery reports that most reviewed ACT interventions for adult cancer survivors took place in hospitals or clinics, while only two studies used web-based delivery. That supports limited digital delivery within this review, but the paper does not establish the claim specifically for young adult (YA) survivors or for survivor interventions generally. The citing sentence assigns health coaching to a separate citation [48]. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [12] sourceExperimental — accuracy not yet measured
- cites [46] source
The Results (page unavailable) report that only three systematic reviews focused on pediatric survivors, while the rest focused on adult populations; the Discussion says most research concerned adult breast cancer populations. This suggests an age-related gap in the digital-health evidence, but the paper does not establish limited use of digital-health interventions specifically among young-adult survivors. Health coaching is attached to a different citation in the citing sentence. (LLM, conf=0.78)
Experimental — accuracy not yet measured - cites [48] source
The Key points and Modes of delivery sections describe health coaching as a behaviour-change approach that can be delivered in person or remotely. The paper does not address interventions for young adult survivors or establish that health coaching is used only to a limited extent in that population. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
The existing literature has limited attention to the common and pressing psychosocial needs among YAs with different cancer diagnoses and during longer-term survivorship.
“limited attention to the common and pressing psychosocial needs among YAs with different cancer diagnosis and during their longer-term survivorship journey [12]”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [12] source
The Discussion (page unavailable) says research on AYAs after cancer treatment is limited and that post-treatment psychological effects appear largely neglected, supporting the claim about psychosocial needs in survivorship. It distinguishes survivors by age at diagnosis, but does not establish the claimed gap across different cancer diagnoses or types. (LLM, conf=0.83)
Experimental — accuracy not yet measured
- Findingown data
The majority (n=14) indicated they were likely or very likely to complete homework activities.
“the majority indicated they were likely/very likely to complete homework activities (n=14)”
Quote in the paperNot a substantial claim- Rests on an assumption: The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
- Findingown data
The majority (n=13) indicated they were likely or very likely to track their behaviors (e.g., physical activity) and/or mood.
“track their behaviors (e.g., physical activity) and/or mood (n=13)”
Quote in the paperNot a substantial claim- Rests on an assumption: The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
- Findingown data
Most participants (n=13) suggested coaching sessions lasting ≤30 minutes.
“with most (n=13) suggesting coaching sessions lasting ≤30 minutes”
Quote in the paperNot a substantial claim- Rests on an assumption: The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
- Findingown data
The majority (n=15) of those 21 participants indicated they would spend ≤30 minutes per week on sessions.
“they would spend ≤30 minutes per week on sessions (n=15)”
Quote in the paperNot a substantial claim- Rests on an assumption: The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
- Findingown data
Participants' language often reflected concepts such as meaning, values, purpose, challenges, acceptance, and being present.
“The language used by participants often reflected concepts like “meaning”, “values”, “purpose”, “challenges”, “acceptance”, and “being present””
Quote in the paperSubstantial claim- Rests on an assumption: The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
- Findingown data
Of the 21 participants who answered intervention delivery questions, the majority (n=15) indicated that 8 weeks was the ideal program length.
“the majority indicated that 8 weeks was the ideal length of the program (n=15; with others indicating longer)”
Quote in the paperNot a substantial claim- Rests on an assumption: The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
- Findingown data
All participants preferred coaching primarily via Zoom and/or phone.
“all preferring coaching primarily via zoom and/or phone”
Quote in the paperNot a substantial claim- Rests on an assumption: The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
- Premisecitation
Hope-based interventions have been shown effective in improving coping, hope, life meaning, and self-esteem in general populations.
“hope-based interventions, which focus on bolstering individual strengths and resilience in goal pursuits [38, 39], have been shown effective in improving coping, hope, life meaning, and self-esteem in general populations [38, 39]”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Hope is associated with coping with illness, cancer, and pain.
“coping with illness, cancer, and pain [16, 23, 27, 31-37]”
Quote in the paperNot a substantial claim0 of 10 sources checked - Premisecitation
For young adults, cancer occurs during a pivotal developmental period for coping, resilience, and future establishment.
“for YAs, this occurs during a pivotal period for developing coping strategies and resilience, and for establishing one’s future [7].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [7]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Health coaching interventions have shown positive effects on a range of patient physiological, behavioral, psychological, and social outcomes.
“Health coaching interventions have shown positive effects on a range of patient physiological, behavioral, psychological, and social outcomes [49]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [49] source
- Interpretationcitation
Digital health approaches may provide one underutilized scalable avenue, particularly suitable for young adults.
“Digital health approaches may provide one underutilized scalable avenue, particularly suitable for YAs.”
Quote in the paperSubstantial claim - Premisenone given
There is relatively little research testing scalable, high-reach psychosocial survivorship interventions.
“there is relatively little research testing scalable, high-reach psychosocial survivorship interventions.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 18
- May combine two claims. 22
Classified as probably not a substantial claim.
PremisecitationAcceptance and Commitment Therapy addresses goals, values, barriers, and cognition through acceptance, mindfulness, commitment, and behavior changes.
“ACT addresses goals, values, barriers, and cognition through acceptance, mindfulness, commitment, and behavior changes [40-42].”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [40] source
The Abstract identifies ACT as a third-wave approach and says third-wave methods emphasize acceptance, mindfulness, values, goals, and the relationship to thoughts and emotions. It does not specifically say that ACT addresses barriers or describe commitment and behavior change as the means by which ACT addresses all the listed areas. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [41] source
- cites [42] source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn the pilot trial, session topics included hope and relevance to cancer survivorship; effective goal-setting and goal re-evaluation; interactions between thoughts, emotions, and goal pursuits; effectively managing thoughts and emotions; and addressing barriers to goals.
“In our pilot trial, session topics included: hope and relevance to cancer survivorship; effective goal-setting and goal re-evaluation; interactions between thoughts, emotions, and goal pursuits; effectively managing thoughts and emotions; and addressing barriers to goals (Table 1) [14].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [14] source
The Methods (Study Design; page unavailable) say AWAKE had eight weekly modules with aligned homework and coaching on hope-related skills and goal pursuits. The Discussion (page unavailable) also describes setting goals and maintaining motivation despite barriers. Our copy does not specify the claimed session topics on interactions among thoughts, emotions, and goals or on managing thoughts and emotions, so it does not verify the full list. (LLM, conf=0.80)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThe pilot results indicated areas for improvement, including overall satisfaction (M=3.14, SD=1.17), content relevance (M=3.14, SD=1.00), and engagement in homework activities (M=4.50, SD=2.31 of 8 completed).
“results indicated areas for improvement, for example, to increase overall satisfaction (M=3.14, SD=1.17), content relevance (M=3.14, SD=1.00 of 0=not at all to 4=very satisfied/relevant), and engagement in homework activities (M=4.50, SD=2.31 of 8 completed) [14].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [14] source
The Methods (Measures/Data Collection; page unavailable) say the study assessed satisfaction and use of intervention components, and the Results (Feasibility and Acceptability; page unavailable) discuss video relevance and homework engagement. The passages in our copy do not give the cited means, standard deviations, or rating scale, so those numerical details cannot be verified. The Discussion describes participants as highly satisfied rather than identifying satisfaction as an area needing improvement. (LLM, conf=0.82)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThe 2017-2018 pilot trial developed and tested an 8-week app-based intervention with interactive phone-based coaching versus an attention control focused on finances among young adult cancer survivors recruited from 2 cancer centers (n=56; ages 18-39, within 2 years of completing primary treatment).
“In 2017-2018, our team developed and tested an 8-week app-based intervention with interactive phone-based coaching (vs. AC focused on finances) via an RCT among YA cancer survivors recruited from 2 cancer centers (n=56; ages 18-39, within 2 years of completing primary treatment; average age=32.55, SD=5.45; 75.0% female, 80.4% White, 28.6% breast cancer, 16.1% melanoma, 12.5% leukemia/lymphoma) [14”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [14] source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThe pilot intervention demonstrated high satisfaction (3.14 on 0-4 scale; 88.9% would recommend to peers).
“high satisfaction (3.14 on 0-4 scale; 88.9% would recommend to peers)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [14] source
The Results (Feasibility and Acceptability; page not available) report that more than 88% of participants in both groups would recommend the program to friends who are cancer survivors. The Discussion says participants were highly satisfied on average. Our copy does not give the claimed 3.14 score, 0–4 scale, or exact 88.9% figure. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThe 2021 systematic review identified 29 reviews (including 139 primary studies), 23 of which included interventions with psychosocial outcomes.
“this systematic review identified 29 reviews (including 139 primary studies), 23 of which included interventions with psychosocial outcomes.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [46] source
Classified as probably not a substantial claim.
PremisecitationHealth coaching incorporates evidence-based interventions and techniques from behavioral medicine literature to address health promotion, prevention, early intervention, treatment, and management of chronic conditions.
“Health coaching incorporates evidence-based interventions and techniques from behavioral medicine literature (e.g., positive psychology, health psychology) to address health promotion, prevention, early intervention, treatment, and management of chronic conditions [48].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [48] source
May combine two claims.
FindingcitationFormative interviews with 23 YA cancer survivors identified key opportunities for improvement: increased focus on navigating cancer's impacts on various life domains, particularly mental health and social relationships, including navigating new roles and seeking understanding/validation of cancer-related experiences and longer-term survivorship challenges.
“key opportunities for improvement included increased focus on navigating cancer’s impacts on various life domains, particularly mental health and social relationships, for example, navigating new roles (e.g., accepting and/or asking for support) and effectively seeking understanding and validation of one’s cancer-related experiences and longer-term survivorship-related challenges [51].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [51] source
- Rests on an assumption: The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
Classified as probably not a substantial claim.
PremisecitationThere is generally well-established evidence regarding nutrition and cancer.
“we chose an AC focused on the generally well-established evidence regarding nutrition and cancer [56]”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [56] source
The Recommendations and Summary of Evidence section says its general diet and activity recommendations for cancer survivors are supported by current scientific evidence. But the paper also describes limited or mixed evidence for several diet-related cancer outcomes, so it does not establish that evidence about nutrition and cancer is generally well established. (LLM, conf=0.83)
Experimental — accuracy not yet measured
May combine two claims.
Study design and conductcitationThe Adult Hope Scale is a psychometrically-sound measure including 4 agency items, 4 pathways items, and 4 distracter items, yielding scores from 8 to 64.
“This psychometrically-sound measure includes 4 agency items (e.g., “I energetically pursue my goals”), 4 pathways items (e.g., “I can think of many ways to get out of a jam”), and 4 distracter items (assessed on a scale of 1=definitely false to 8=definitely true) [18], yielding scores ranging from 8 to 64 (4 to 32 for each subscale; higher scores indicate higher hope).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [18] source
Section 2.5.1.2.5 (page unavailable) describes four agency items, four pathways items and four filler items, with an eight-point response scale and a total score of 8–64. Our copy does not provide psychometric evidence for calling the measure sound or reproduce the quoted example items. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn our prior study, Cronbach's alpha for the Adult Hope Scale total, agency, and pathways were .95, .91, and .89, respectively.
“In our prior study, Cronbach’s alpha for the total scale, agency subscale, and pathways subscale were .95, .91, and .89, respectively [14].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [14] source
May combine two claims.
Study design and conductcitationWith 15% attrition to follow-up, n=127 allows detection of an effect size of ~0.32, sufficient to detect the modest effects documented in the previous pilot study.
“(With 15% attrition to FU, n=127 allows detection of an effect size of ~0.32, sufficient to detect the modest effects documented in the previous pilot study [14]).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [14] source
The Results (Primary and Secondary Outcomes; page unavailable) report that few differences were significant, although several outcomes trended toward improvement in the intervention group. This supports using the pilot as evidence of promising effects, but the passages do not establish that those effects were of a particular modest magnitude. The 15% attrition, n=127, and detectable effect size of approximately 0.32 are the citing authors’ power calculation, not figures reported by this pilot. (LLM, conf=0.78)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThe 2021 systematic review indicated generally high retention rates (60%-95%), satisfaction (70%-85%), and adherence (70%-100%), although adherence was lower for longer interventions.
“generally high retention rates (60%-95%), satisfaction (70%-85%), and adherence (70%-100%), although adherence was lower for longer interventions.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [46] source
May combine two claims.
PremisecitationIntervention participants rated educational video content as more relevant and reported greater likelihood of talking positively about the program compared to control.
“intervention (vs. control) participants rated educational video content as more relevant and reported greater likelihood of talking positively about the program [14].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [14] source
May combine two claims.
PremisecitationThe ACT approach explicitly addresses concepts like meaning, values, purpose, challenges, acceptance, and being present, and aligns with hope theory.
“which reflected the relevance of the ACT approach [40], which explicitly addresses these concepts and aligns with hope theory.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [40] source
The Abstract identifies ACT as a third-wave approach and says third-wave methods emphasize mindfulness, acceptance, values, and goals. It does not specifically say ACT addresses meaning, purpose, or challenges, or that ACT aligns with hope theory. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationIn a 3-arm pilot randomized controlled trial addressing fear of cancer recurrence among breast cancer survivors, Acceptance and Commitment Therapy demonstrated greater acceptability and improvements in mental and physical quality of life, cognitive flexibility, and a reduction in avoidant coping skills, relative to survivorship education and enhanced usual care.
“in a 3-arm pilot RCT addressing fear of cancer recurrence among breast cancer survivors, ACT demonstrated greater acceptability and improvements in mental and physical quality of life, cognitive flexibility, and a reduction in avoidant coping skills, relative to survivorship education and enhanced usual care [43].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [43] source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S2 (checkable).
PremisereasoningThere is a pressing need for interventions addressing YA survivors' psychosocial concerns to enhance quality of life across the lifespan.
“Given the increasing number of YA survivors [1] and the impacts of cancer across various aspects of life, particularly among YAs [2-6, 8], there is a pressing need for interventions addressing YA survivors’ psychosocial concerns in order to enhance quality of life across the lifespan [7].”
Quote in the paperNot a substantial claim3 of 8 sources checked- cites [1]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [2] source
- cites [3] source
The Conclusions (page unavailable) say cancer disrupts younger adults’ life goals more than older adults’ and propose research to inform interventions that could improve patients’ life goals and psychological outcomes. The paper does not specifically call for urgent psychosocial interventions for young adult survivors or establish that such interventions enhance quality of life across the lifespan. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [4] source
- cites [5]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [6]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [8] source
The Discussion (page unavailable) says psychosocial interventions can increase positive affect and may help survivors manage long-term psychosocial effects of cancer. It does not establish a pressing need for interventions specifically addressing young adult survivors, or show that such interventions enhance quality of life across the lifespan. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites [7]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationreasoningThis trial advances our prior pilot trial by using a more rigorous RCT with a larger sample, diversifying recruitment channels, updating the technological approach, and enhancing intervention content.
“This trial advances our prior pilot trial [14] by using a more rigorous RCT with a larger sample, diversifying the recruitment channels to include digital media to increase reach and accessibility among YA survivors, updating the technological approach for intervention delivery and its components to facilitate usability and scalability, and enhancing the intervention content to be more responsive”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [14] source
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOne of the most frequent suggestions for intervention enhancement was to provide a set of resources related to various life domains (e.g., mental health, social, reproductive) and positive psychology (e.g., meditation).
“One of the most frequent suggestions for intervention enhancement was to provide a set of resources related to various life domains (e.g., mental health, social, reproductive) and positive psychology (e.g., meditation).”
Quote in the paperNot a substantial claim- Rests on an assumption: The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataWeekly coaching sessions were preferable to the participants (with others suggesting every 2 weeks).
“weekly coaching sessions were preferable (others suggested every 2 weeks)”
Quote in the paperNot a substantial claim- Rests on an assumption: The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
Classified as probably not a substantial claim.
PremisecitationThe field of positive psychology offers theories and constructs that may inform interventions for young adult survivors.
“The field of positive psychology offers a range of theories and constructs that may inform interventions for YA survivors [13].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [13]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Premisenone givenHistorically, much cancer survivorship research has focused on physical needs and defined populations by cancer site.
“historically much of the research has focused on the physical needs of cancer survivors and, perhaps relatedly, has defined the target populations by cancer site.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenParticipants are randomized to intervention or attention control using a pre-determined blocked random number sequence.
“participants are randomized to intervention or AC (using a pre-determined blocked random number sequence).”
Quote in the paperSubstantial claimMay combine two claims.
Premisenone givenThe utility of Acceptance and Commitment Therapy for young adult survivors and for those further along in survivorship has yet to be explored.
“its utility for YA survivors and for those who are further along in their survivorship journey has yet to be explored.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningA financial management intervention would, in essence, apply hope-related cognitive processes (e.g., goal-setting, planning) to that topic.
“a financial management intervention would, in essence, apply hope-related cognitive processes (e.g., goal-setting, planning) to that topic.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThere was only 1 review of survivorship interventions for adolescent and young adult survivors, which included only 4 studies testing interventions addressing psychosocial outcomes (typically as secondary outcomes).
“there was only 1 review of survivorship interventions for adolescent and YA survivors [47], which included only 4 studies testing interventions addressing psychosocial outcomes (typically as secondary outcomes) [47].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [47] source
May combine two claims.
Study design and conductreasoningThe sample size allows detection of differences across conditions in key measures of feasibility and acceptability at end-of-treatment, as well as preliminary efficacy on hope and quality of life at follow-up.
“which allows detection of differences across conditions in key measures of feasibility (i.e., retention, adherence) and acceptability (e.g., satisfaction) at end-of-treatment (EOT), as well as preliminary efficacy on hope and quality of life at FU.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenEach participant is assigned a coach trained and supervised by a licensed clinical psychologist.
“Each participant is assigned a coach trained and supervised by a licensed clinical psychologist (CJB).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe study is approved by the George Washington University Institutional Review Board (NCR224269) and registered with clinicaltrials.gov (NCT05905250).
“This study is approved by the George Washington University Institutional Review Board (NCR224269) and registered with clinicaltrials.gov (NCT05905250).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Study design and conductnone givenThe clinical trial follows CONSORT guidelines.
“The clinical trial follows CONSORT guidelines.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductnone givenThe target sample size is n=150, with representation of each sex ≥35% and racial/ethnic minorities ≥35%.
“The target sample size is n=150 (with representation of each sex [≥35%] and racial/ethnic minorities [≥35%])”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationAn attention control should not include active intervention elements.
“To better align with the purpose of an AC (i.e., not to include active intervention elements [55])”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [55] source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationProgram usability is assessed using an adapted and abbreviated version of the System Usability Scale.
“Program usability is assessed using an adapted and abbreviated version of the System Usability Scale [58].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [58] source
May combine two claims.
Study design and conductcitationRecommended processes are used to ensure coaching protocol fidelity, including tracking logs, review of 25% of audio-recorded coaching calls using a fidelity checklist, and regularly occurring supervision.
“Recommended processes are used to ensure coaching protocol fidelity (i.e., tracking logs, review of audio-recorded coaching calls [25%] using a fidelity checklist, regularly-occurring supervision) [52].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [52] source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningParticipant randomization is stratified by biological sex and age (18-29, 30-39).
“Participant randomization is stratified by biological sex (due to the different cancer types by biological sex, e.g., breast, testicular, and relatedly different treatment protocols and implications) and age (18-29, 30-39, given likely developmental differences in emerging versus later young adulthood).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenTo examine preliminary efficacy on hope and quality of life, we will assess changes through ANCOVA using the intent-to-treat principle.
“To examine preliminary efficacy on hope and quality of life, we will assess the respective changes through ANCOVA using the intent-to-treat principle.”
Quote in the paperSubstantial claim
The paper relies on this without support.
The formative research sample of 23 YA cancer survivors is representative enough of the target population for the identified preferences and needs to guide intervention adaptations.
“we conducted formative work involving semi-structured video interviews with YA cancer survivors (n=23) [51] to inform intervention refinements”
The paper relies on this without support.
The target population of YA cancer survivors has sufficient access to mobile smart-devices or computers to use the digital program.
“The interface for the 2 digital programs was designed to be accessible on a mobile smart-device or online via computer.”
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Fawson, S., Moon, Z., Novogrudsky, K., Moxham, F., Forster, K., Tribe, I., Moss-Morris, R., Johnson, C., & Hughes, L. D. (2024) · Health Psychology Review · doi:10.1080/17437199.2023.2261518 · Cited by 40 · see citing works
Berg, C. J., Stratton, E., Giblin, J., Esiashvili, N., & Mertens, A. (2014) · Psycho-Oncology · doi:10.1002/pon.3526 · Cited by 38 · see citing works
Self-citationArem, H., Duarte, D. A., White, B., Vinson, K., Hinds, P., Ball, N., Dennis, K., McCready, D. M., Cafferty, L. A., & Berg, C. J. (2024) · Journal of Adolescent and Young Adult Oncology · doi:10.1089/jayao.2024.0021 · Cited by 19 · see citing works
Self-citationRashidi, M., Department of Counseling and Psychology, T. N. B., Khodabakhshi-koolaee, A., Department of Psychology and Education, F. O. H., Vahedian Ardakani, H., & Department of Oncology, S. S. U. O. M. S. A. H. S. (2019) · Journal of Clinical and Basic Research · doi:10.29252/jcbr.3.2.21 · Cited by 10 · see citing works
Flagged first, then by citations
1 of the 61 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Berg, C. J., McCready, D. M., Hinds, P. S., Lyon, M. E., Dennis, K., Howlader, A., Bhanot, P., Shajan, S., Chalasani, P., Chitalia, A., et al. (2025) · Psycho-Oncology · doi:10.1002/pon.70315 · Cited by 5 · see citing works
Self-citationBerg, C. J., Schubel, L. C., McCready, D. M., Shajan, S., Bhanot, P., Dopke, C., Howlader, A., Hinds, P. S., Levine, J., Lyon, M. E., et al. (2025) · Quality of Life Research · doi:10.1007/s11136-025-04010-0 · Cited by 1 · see citing works
“The current study analyzed baseline data from a randomized controlled trial testing the feasibility and acceptability of a psychosocial intervention for YA cancer survivors [44].”
Self-citationMcCready, D. M., Schubel, L., Arem, H. E., LoParco, C. R., Howlader, A., Shajan, S., Bhanot, P., & Berg, C. J. (2025) · Cannabis · doi:10.26828/cannabis/2025/000321 · Cited by 1 · see citing works
Self-citationEffects of Fear of Cancer Recurrence on Coping Among Women With Cancer
Son, S., & Lee, S. H. (2025) · Cancer Nursing · doi:10.1097/ncc.0000000000001517
Dennis, K., Arem, H. E., McCready, D. M., Howlader, A., Shajan, S., Bhanot, P., Shaffer, L., Schubel, L., & Berg, C. J. (2025) · Journal of Psychosocial Oncology · doi:10.1080/07347332.2025.2602620
“39 In addition to the eligibility criteria indicated above, participants were required to have smartphone access.”
Self-citationDorfman, C. S., Somers, T. J., Arrato, N. A., Winger, J. G., Herold, B., Vilardaga, J. P., Chou, N. A., Diachina, A. K., Corbett, C. M., Wagner, L. M., et al. (2026) · Journal of Adolescent and Young Adult Oncology · doi:10.1177/21565333261425871
Williamson, T. J., Brymwitt, W. M., Ostroff, J. S., Carter‐Harris, L., Germer, C. K., Hickman, S. D., Mao, J. J. J., Hamann, H. A., Riley, K. E., Studts, J. L., et al. (2026) · Pilot and Feasibility Studies · doi:10.1186/s40814-026-01808-8
“We will contract with a third-party vendor (BuildClinical, LLC) to assist with direct-to-participant recruitment [34, 35].”
Gelashvil, A., Владиславович, Б. Д., & Солопова, А. Г. (2026) · Vrach · doi:10.29296/25877305-2026-01-02
- Authors
- McCready, D. M., Arem, H., Duarte, D. A., Dennis, K., Ball, N., Cafferty, L. A., Hinds, P. S., Howlader, A., & Berg, C. J.
- Affiliations
- George Washington University (US)
- Georgetown University (US)
- Children's National (US)
- Corresponding author
- Berg, Carla J.
- ORCID
- Venue
- Contemporary Clinical Trials
- Publisher
- Elsevier BV
- Published
- 2024-06
- Volume
- 141
- Pages
- 107545
- ISSN
- 1551-7144 (ISSN-L)
- PMC
- PMC11365041
- OpenAlex
- W4395013863
- Cited by
- 8
- References
- 61
- Citations by year
- 2026: 3 · 2025: 5
- FWCI
- 1.36
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (am, 329 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Contemporary Clinical Trials (acceptedVersion)
- SSRN Electronic Journal (acceptedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Drug Abuse (R01DA054751)
- Agency for Healthcare Research and Quality (R01CA249988, R18HS029807)
- National Cancer Institute (R21CA261884, R01CA215155, R01CA278229, R01CA275066, R01CA239178)
- National Institutes of Health
- National Institute of Environmental Health Sciences
- Centers for Disease Control and Prevention (U01DP006639)
- Fogarty International Center (D43TW012456, R01TW010664, D43ES030927)
- Topics
- Health Sciences › Medicine › Oncology › Cancer survivorship and care
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Childhood Cancer Survivors' Quality of Life
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- young adult cancer survivors, psychosocial needs, digital health interventions, hope, acceptance and commitment therapy, quality of life, intervention adaptation, feasibility and acceptability
- MeSH terms
- Mentoring, Cancer Survivors, Psychosocial Intervention, Adolescent, Adult, Anxiety, Depression, Female, Humans, Male, Quality of Life, Research Design, Randomized Controlled Trials as Topic, Young Adult, Hope
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read under definition version 3 (extract-v3) on 2026-09-28.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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