People and care · Pre-beta · No account required

Support the people delivering nutrition care.

ChefQuote’s useful structural contribution is connecting planned work, available people, actual delivery and a reviewed handoff. In Care, those records must reflect hospital duties and keep clinical authority intact.

What transfers, and what must change

Hospital work needs its own operating facts.

Useful ChefQuote structure	Care adaptation	Current boundary
Work demand and available crew	Assigned cases, assistance needs, role competencies, presence and non-food duties	Recorded operational facts; meal work is not the whole nursing or community caseload.
Recovery and protected time	Relief request, qualified cover, acceptance, actual start, interruptions and return	No hospitality relief formula, universal break cutoff or fatigue-risk score is imported.
Shift continuity	Original deadlines, unresolved support, patient tasks and confirmation by the receiving team	Receiving a handoff does not complete care or resolve a missed break.
Team voice and response	Encrypted synthetic operational concerns, a chosen designated reviewer, response and author confirmation	Author and explicitly assigned designated reviewer only in Care; not anonymous. Infrastructure administrators retain privileged access. No narrative in ward charts, normal exports or CRM; no psychological score or worker ranking.
Actuals and reviewed return	Use observed delivery, intake and service exceptions to inform the next reviewed plan	Clinical targets and diet orders cannot change automatically to fit capacity.

Healthcare scheduling research and hospital food-worker studies inform which questions need attention. They do not validate a Care health intervention. Scheduling evidence · Hospital food-service evidence

What still needs hospital-specific design

Patient acuity and the full clinical caseload, emergency interruptions, physical strain, environmental hazards and confidential team concerns are not reduced to a validated capacity or wellbeing model here. They need local clinical, occupational-health and worker review. A software worklist cannot create missing staff, sick-leave protection or safe equipment.

The practical transfer from ChefQuote is making operating assumptions and unresolved support inspectable. A hospital-specific mental-health or staffing algorithm is not being imported.

Working synthetic staff-support flow

Follow a relief request through to actual return.

This public preview displays prepared outputs from Care’s existing workflow. Morgan and Casey are fictional nurses. Thirty minutes is a test example, not a recommended break standard. Nothing is sent to a working ward.

Choose a shift situation

Loading the fictional staff workflow…

Review the workload

Open your assigned Care workspace · Discuss a synthetic pilot

Patient health and satisfaction · Feasibility decision

Explore practical barriers before adding a health intervention.

Working synthetic workflow

Food, assistance and follow-up

Current order, appropriate food, eating assistance, observed intake and home-service outcomes already have separate records and clinical safeguards.

Working synthetic workflow

Patient feedback and response

Record fictional reports about food choice within the order, communication, eating help and food access at home. The responsible team accepts the concern and records its response; resolution requires a patient or caregiver report. Unanswered contacts keep their original deadline.

Original descriptive fields only. No validated satisfaction score or direct patient portal is claimed. Clinical concerns retain current-order review and existing safeguards.

Open patient experience in your assigned workspace

Not justified for release

Mind–body treatment or healing score

No reviewed study establishes a clinical benefit from such a Care feature. Do not infer mental state from eating behavior, calculate a healing score, or treat satisfaction as a health outcome.

Patient wishes and comfort reports cannot override NPO, allergy, swallowing or specialist-review requirements.

A double-blind trial of a specialized supplement cannot validate software or general psychological claims. The reviewed diet-and-depression trial also does not justify a Care mental-health intervention. NOURISH trial · MooDFOOD trial

Scientific evidence and claim decisions

The study design must match the claim.

The owner’s double-blind requirement remains in force. This targeted review located no qualifying applicable double-blind evidence establishing that Care reduces burnout, treats fatigue, improves mood, speeds recovery or improves satisfaction. Visible scheduling, assistance and handoff changes often cannot mask staff and participants; a randomized or assessor-blinded study is not relabeled double-blind.

Operational records can be demonstrated without making those efficacy claims. If a future study cannot meet the required design, that is an unresolved limitation—not permission to lower the standard. Null primary results, population differences and incomplete disclosure reviews remain visible below.

H01 · Cluster-randomized trial

Djupedal ILR et al. Work-schedule changes and insomnia, sleepiness and fatigue. Sleep. 2024;47(7):zsae086.

Blinding: Not accepted as double-blind evidence for Care: visible schedules cannot establish masking of the operating workflow.
Finding and limit: Fewer short turnarounds yielded small improvements in insomnia (d=-0.13) and sleepiness (d=-0.14). Work-related fatigue did not improve significantly. Substantial follow-up loss; a single hospital setting; self-reported endpoints. The study turnaround boundary is not a universal staffing rule.
Use in Care: Context for recording shift intervals; no fatigue threshold or Care efficacy claim.
Funding / conflicts: Not fully checked in the accessible source; verify disclosures before approval.
Review status: Primary abstract and publisher methods checked. Full funding/conflict review remains pending; context only.

DOI: 10.1093/sleep/zsae086 · Checked 24 October 2026. No Care efficacy claim approved.

H06 · Cross-sectional survey and interviews

Kent KB et al. Hospital food-service workers’ psychosocial, organisational and environmental stressors. J Occup Environ Med. 2024;66:556–563.

Blinding: Not randomized or double-blind.
Finding and limit: Reported pressures included infection concerns, increased demands, unpredictable schedules and financial insecurity. Context-specific reports do not show that a Care feature reduces distress. Do not infer a worker’s finances or mental state from operational records.
Use in Care: Context for hospital kitchen demands, schedule predictability and communication. No individual distress inference.
Funding / conflicts: PubMed reports no conflicts. Full funding statement not verified; context only.
Review status: Primary abstract and conflict statement checked; pandemic setting and cross-sectional design limit inference.

DOI: 10.1097/JOM.0000000000003108 · Checked 24 October 2026. No Care efficacy claim approved.

H08 · Randomized placebo-controlled crossover trial

Wright SW et al. Melatonin after night-shift work: a randomized trial. Ann Emerg Med. 1998;32:334–340.

Blinding: Reported double-blind.
Finding and limit: No significant improvement was found in the primary recovery rating; sleep and cognitive outcomes also showed no clear benefit. Small, old, pharmacological study; not a trial of rostering, meal breaks or software. It cannot validate the proposed staff module.
Use in Care: Demonstrate that a double-blind drug trial cannot validate software relief or scheduling. No medication feature proposed.
Funding / conflicts: Not fully checked in the accessible source; verify disclosures before approval.
Review status: Primary abstract checked. Full disclosures pending; not a basis for a Care feature or health claim.

DOI: 10.1016/S0196-0644(98)70010-1 · Checked 24 October 2026. No Care efficacy claim approved.

P01 · Multicentre randomized placebo-controlled trial

Deutz NE et al. Readmission and mortality after a specialised oral supplement: NOURISH. Clin Nutr. 2016;35:18–26.

Blinding: Reported double-blind.
Finding and limit: The main death/readmission composite did not differ significantly (26.8% versus 31.1%). Mortality at 90 days, a secondary result, was 4.8% versus 9.7%. Selected population, specialised supplement and multiple endpoints. No proof that satisfaction, general hospital meals or this software improves survival.
Use in Care: Distinguish a specific supplement trial from software, patient satisfaction or mind-body benefit. Primary null result retained.
Funding / conflicts: Multiple primary-paper authors have Abbott Nutrition affiliations. Full funding/disclosure review remains pending; no product recommendation or efficacy claim approved.
Review status: Primary abstract, population, design, primary and secondary endpoints checked. Full sponsor/disclosure review pending.

DOI: 10.1016/j.clnu.2015.12.010 · Checked 24 October 2026. No Care efficacy claim approved.

P02 · Multicentre 2×2 factorial randomized trial

Bot M et al. Multinutrients and behavioural activation for depression prevention: MooDFOOD. JAMA. 2019;321:858–868.

Blinding: Supplement allocation masked to participants, therapists and researchers. Behavioural therapy was not participant-blinded; outcome assessors were masked.
Finding and limit: Neither supplements nor the behavioural intervention significantly reduced new major depressive episodes over one year. Outpatient prevention population differs from hospital nutrition; therapy was not participant-blinded, supplement masking was imperfect, and attrition limits interpretation.
Use in Care: Assess the diet/mental-health proposal; neither the masked supplement arm nor unblinded therapy validates a Care intervention.
Funding / conflicts: EU FP7/NIHR support; some authors disclose outside commercial relationships or therapy-manual royalties.
Review status: Primary publisher methods, limitations, results and funding/conflict sections checked.

DOI: 10.1001/jama.2019.0556 · Checked 24 October 2026. No Care efficacy claim approved.

P05 · Stepped-wedge cluster-randomized trial

Porter J, Haines TP, Truby H. Protected Mealtimes: a stepped-wedge cluster trial. BMC Med. 2017;15:25.

Blinding: Outcome data collectors reported as blinded; participants/staff not double-blinded.
Finding and limit: The principal energy/protein comparisons did not establish improvement. A favourable secondary analysis did not resolve the negative primary findings. Interruption reduction alone should not be advertised as sufficient to improve intake. No urgent care should be delayed to satisfy a meal schedule.
Use in Care: Avoid claiming that interruption control alone improves intake. Do not reproduce the named policy or its training materials.
Funding / conflicts: Australian NHMRC fellowship support; authors declare no competing interests.
Review status: Primary full text, design, principal null results, funding, conflicts and license checked.

DOI: 10.1186/s12916-017-0780-1 · Checked 24 October 2026. No Care efficacy claim approved.

P06 · Single-site retrospective quality-assurance comparison

Neaves B, Bell JJ, McCray S. Room service and hospital food outcomes: a pre/post evaluation. Nutr Diet. 2022;79:187–196; online 2021.

Blinding: Not randomized or double-blind.
Finding and limit: Higher reported intake and satisfaction and lower waste were observed after the service change. Single-site pre/post quality-assurance study; not randomized or double-blind; service changes and confounding limit causal interpretation.
Use in Care: Context for exploring meal choice and patient feedback; observed satisfaction changes do not establish a causal Care benefit.
Funding / conflicts: Not fully checked in the accessible source; verify disclosures before approval.
Review status: Bibliographic record and primary-publication abstract metadata checked; full funding/conflict and asset-rights review pending.

DOI: 10.1111/1747-0080.12705 · Checked 24 October 2026. No Care efficacy claim approved.

Source, claim and rights register · Staff workflow evidence register · Clinical source register

Attribution and rights stay separate from efficacy.

Every research reference identifies authors, publication, year, DOI or stable link, review date and intended use. Sources are credited; Care is not accredited, certified or endorsed by those authors, journals or organizations.

This release contains original factual summaries and bibliographic links. No article text, figures, questionnaires, scoring keys, branded training protocols, raw research data or third-party logos were imported. Future imports require exact asset and version checks for commercial use, adaptation, redistribution, notices and applicable API or database terms. A free pilot does not remove that requirement.

Trademarks and instrument names require their own review; citation and a copyright license are not comprehensive trademark clearance. Keep confidential staff wellbeing and patient psychological information outside sales CRM, worker ranking and automated employment decisions.

Discuss a scoped Care evaluation