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CYTOSTACK

Systems for clinical
research and meta-learning.

Building the next generation of intelligent technology in healthcare, education and research.

/01

Clinical Research

One study. Participants, consent, and questionnaires in the same record.

/02

Meta-Learning

The engine that writes the next sequence from how a candidate fails.

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Consumer-Facing

Exam products on the engine: Gulf licensing and UPSC CMS.

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Latest

92 of 92 predicted candidates passed.

News

CMSE 2026 written

The M.A.R.S. engine behind PrepCMS marked 92 doctors ready for the UPSC Combined Medical Services written exam. All 92 were on the qualified list.

Read the result

Our software

Casepod, M.A.R.S., PrepMCQ and PrepCMS.

01 · Clinical Research

Casepod. One study. Participants, consent, questionnaires.

Casepod
CasepodCasepodHow it worksFeaturesPricingDPDP ActLog inStart freeOne place for yourresearch data.Casepod is made for Indian researchers and academicdepartments. Keep your participants, consent forms andquestionnaires together in one study. Paper forms become part ofthe same study. You pay once.Start freeSee how it worksFree for one study and 50 participants. The free plan never expires.In CasepodTodaythesis_data FINAL (3) - Copy.xlsxconflictNameDateConsent?SBPNotesRameshK12/3/24yes140Sita M3-12-2024Y140mmchangedby?#REF!yesterdayTRUEhighSheet1(2)anon_04text1??FINAL_v7Date column will not sort.Two people have the file open.LULab User's workspaceCasepodStudiesTemplatesWorkspace settingsBillingAccountEnglishLULab UserStudiesEvery study in this workspace. Open one to design forms, add participants orexport data.✦ Set up with questions+ New studySearch studiesSepsis outcomes chartreview 2026DraftSOCR20 participants 5 formsLast activity 3 hours ago · 1 memberAtorvastatin in ACS v2DraftATAV0 participants 9 formsLast activity 3 hours ago · 1 memberAtorvastatin in ACSDraftAIA0 participants 14 formsLast activity 4 hours ago · 1 memberLab User studyProductionLUS0 participants 3 formsLast activity yesterday · 1 member

02 · Meta-Learning

M.A.R.S. Meta-Adaptive Remediation System.

The engine under PrepMCQ and PrepCMS. It does not add volume. It writes the next sequence from how a candidate fails, then measures whether the gap closed.

M.A.R.S.

M.A.R.S. · live gap map

Candidate 0841 · DHA-GP · cycle 01

MAPPING
Shock
28
ECG
41
ABG
72
Ethics
36
PSM
81
OBG
64
Pharm
55
Pediatrics
70

Engine log

  • ›watching attempts

03 · Consumer-Facing

Two products. One engine.

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PrepMCQ

GCC licensing: DHA-GP, DOH-GP, MOHAP-GP, OMSB-GP and SMLE. Real past questions. A predicted score against the cutoff.

PrepMCQ

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PrepCMS

UPSC Combined Medical Services. In 2026 the engine marked 92 doctors ready. All 92 passed the written exam.

PrepCMS
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