Research

Papers, protocols, data work, and hard-problem explorations are collected here. Choose a title on the left to view its summary and current status.

53 records

Studies & data 39

01 Health guides designed for blind readers Accepted

RESEARCH RECORD · 01 / 53

Health guides designed for blind readers

Health guides designed for blind readers. Current status: In production. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Accepted
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02 MAIP-OH: mapping a path into oral-health care Accepted

RESEARCH RECORD · 02 / 53

MAIP-OH: mapping a path into oral-health care

MAIP-OH: mapping a path into oral-health care. Current status: In production. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Accepted
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03 How repeat simulations changed my Keap1 shortlist Published

RESEARCH RECORD · 03 / 53

How repeat simulations changed my Keap1 shortlist

My sole-authored computational study was published in In Silico Pharmacology on 18 August 2026. Its DOI and PubMed record are linked below. Morroniside looked like the strongest candidate when I began this study. That judgement rested on a preliminary analysis. Once I added independent runs, its ranking did

Section
Studies & data
Status
Published
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04 Tracing a missing ‘na’ pattern to a correction of Korea’s public herbal dataset Public record

RESEARCH RECORD · 04 / 53

Tracing a missing ‘na’ pattern to a correction of Korea’s public herbal dataset

On 12 August 2026, the provider told me that it had replaced the file. Korea’s Public Data Portal now hosts the 601-row 한국한의약진흥원_한약재 정보_20260811 dataset. Compared with the old version, 333 cells across

Section
Studies & data
Status
Public record
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05 Tracing “Korean Hyeam” across catalogues—and seeing the record corrected Public record

RESEARCH RECORD · 05 / 53

Tracing “Korean Hyeam” across catalogues—and seeing the record corrected

A nationality label absent from a 1609 colophon appeared in a 1942 catalogue and spread into modern records. I traced the mismatch, contacted the holding library, and later verified changes across three public systems.

Section
Studies & data
Status
Public record
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06 Korean-medicine access among older adults with disabilities Active

RESEARCH RECORD · 06 / 53

Korean-medicine access among older adults with disabilities

Korean-medicine access among older adults with disabilities. Current status: Awaiting an official record. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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07 Information barriers and unmet care Active

RESEARCH RECORD · 07 / 53

Information barriers and unmet care

Information barriers and unmet care. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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08 Information access as a health-equity issue Active

RESEARCH RECORD · 08 / 53

Information access as a health-equity issue

Information access as a health-equity issue. Current status: Editorial process. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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09 Patient experience in Korean-medicine outpatient care Active

RESEARCH RECORD · 09 / 53

Patient experience in Korean-medicine outpatient care

Patient experience in Korean-medicine outpatient care. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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10 OPTN–TBK1 computational triage Active

RESEARCH RECORD · 10 / 53

OPTN–TBK1 computational triage

OPTN–TBK1 computational triage. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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11 Auditing generative-AI content about Korean medicine Active

RESEARCH RECORD · 11 / 53

Auditing generative-AI content about Korean medicine

Auditing generative-AI content about Korean medicine. Current status: Editorial process. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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12 Making East Asian eye-symptom terms easier to navigate Active

RESEARCH RECORD · 12 / 53

Making East Asian eye-symptom terms easier to navigate

Making East Asian eye-symptom terms easier to navigate. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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13 Patient education for people with blindness or low vision Active

RESEARCH RECORD · 13 / 53

Patient education for people with blindness or low vision

Patient education for people with blindness or low vision. Current status: Editorial process. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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14 Turning Donguibogam processing narratives into event data Active

RESEARCH RECORD · 14 / 53

Turning Donguibogam processing narratives into event data

Turning Donguibogam processing narratives into event data. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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15 Re-reading the “village doctor” in a 1911 source Active

RESEARCH RECORD · 15 / 53

Re-reading the “village doctor” in a 1911 source

Re-reading the “village doctor” in a 1911 source. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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16 Reading clinical-trial records by state, time, and anchor Active

RESEARCH RECORD · 16 / 53

Reading clinical-trial records by state, time, and anchor

Reading clinical-trial records by state, time, and anchor. Current status: Under assessment. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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17 Digital collation of a Joseon emergency-medicine text Active

RESEARCH RECORD · 17 / 53

Digital collation of a Joseon emergency-medicine text

Digital collation of a Joseon emergency-medicine text. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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18 Reproducibility of a peptide–HLA shortlist Active

RESEARCH RECORD · 18 / 53

Reproducibility of a peptide–HLA shortlist

Reproducibility of a peptide–HLA shortlist. Current status: Editorial process. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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19 Direction and amplitude in combination transcriptomics Active

RESEARCH RECORD · 19 / 53

Direction and amplitude in combination transcriptomics

Direction and amplitude in combination transcriptomics. Current status: Manuscript in preparation. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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20 Validation design for an AMR benchmark Active

RESEARCH RECORD · 20 / 53

Validation design for an AMR benchmark

Validation design for an AMR benchmark. Current status: Evaluation in progress. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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21 Preference and use of Korean medicine among older adults with disabilities Active

RESEARCH RECORD · 21 / 53

Preference and use of Korean medicine among older adults with disabilities

Preference and use of Korean medicine among older adults with disabilities. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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22 Evidence gates for personalized Korean medicine Active

RESEARCH RECORD · 22 / 53

Evidence gates for personalized Korean medicine

Evidence gates for personalized Korean medicine. Current status: Public preprint, evaluation in progress. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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23 Control-corrected transcriptomic reversal and docking Active

RESEARCH RECORD · 23 / 53

Control-corrected transcriptomic reversal and docking

Control-corrected transcriptomic reversal and docking. Current status: Transitioning. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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24 Numerical integrity in randomized trials Active

RESEARCH RECORD · 24 / 53

Numerical integrity in randomized trials

Numerical integrity in randomized trials. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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25 When the same depression score hides different symptom patterns Active

RESEARCH RECORD · 25 / 53

When the same depression score hides different symptom patterns

When the same depression score hides different symptom patterns. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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26 Development fit and time drift in ageing clocks Active

RESEARCH RECORD · 26 / 53

Development fit and time drift in ageing clocks

Development fit and time drift in ageing clocks. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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27 A fail-closed contract for biomedical identifiers Active

RESEARCH RECORD · 27 / 53

A fail-closed contract for biomedical identifiers

A fail-closed contract for biomedical identifiers. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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28 A public-health website accessibility audit Active

RESEARCH RECORD · 28 / 53

A public-health website accessibility audit

A public-health website accessibility audit. Current status: Awaiting withdrawal confirmation. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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29 Reference frames and release assignment in food-composition data Active

RESEARCH RECORD · 29 / 53

Reference frames and release assignment in food-composition data

Reference frames and release assignment in food-composition data. Current status: Manuscript revision. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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30 Modelling Kampo reports without losing prescription identity Active

RESEARCH RECORD · 30 / 53

Modelling Kampo reports without losing prescription identity

Modelling Kampo reports without losing prescription identity. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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31 A state-dependent segmentation hypothesis for olfactory CSF Active

RESEARCH RECORD · 31 / 53

A state-dependent segmentation hypothesis for olfactory CSF

A state-dependent segmentation hypothesis for olfactory CSF. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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32 Separating a TBXAS1 signal from cellular composition Active

RESEARCH RECORD · 32 / 53

Separating a TBXAS1 signal from cellular composition

Separating a TBXAS1 signal from cellular composition. Current status: In review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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33 Paired-sham checks for outcome-informed feature protection Active

RESEARCH RECORD · 33 / 53

Paired-sham checks for outcome-informed feature protection

Paired-sham checks for outcome-informed feature protection. Current status: Public preprint, in review. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Studies & data
Status
Active
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34 The protocol is registered; the review has not started Paused

RESEARCH RECORD · 34 / 53

The protocol is registered; the review has not started

I designed and publicly registered a scoping-review protocol on AI-based accessibility tools. Searching, screening and synthesis have not begun, so there are no review findings.

Section
Studies & data
Status
Paused
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35 PF-02: closing a retrospective draft and registering a prospective question Paused

RESEARCH RECORD · 35 / 53

PF-02: closing a retrospective draft and registering a prospective question

After two retrospective manuscript paths ended, I redesigned the question as a prospective validation protocol and registered it publicly. The study has not started and has no results.

Section
Studies & data
Status
Paused
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36 After five rejections, I stopped resubmitting the multi-LLM study Paused

RESEARCH RECORD · 36 / 53

After five rejections, I stopped resubmitting the multi-LLM study

A multi-LLM study of Korean-medicine clinical reasoning received five external rejections. I paused it before redesign rather than release unpublished findings or send the same frame again.

Section
Studies & data
Status
Paused
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37 I stopped the accessibility audit when the instrument would not hold still Stopped

RESEARCH RECORD · 37 / 53

I stopped the accessibility audit when the instrument would not hold still

An audit of eight health-information portals produced repeatable-looking tables before QA exposed false findings and run-to-run drift. I kept the failed runs and stopped without publishing site-level results.

Section
Studies & data
Status
Stopped
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38 Why I did not count public-data anomalies as discoveries Stopped

RESEARCH RECORD · 38 / 53

Why I did not count public-data anomalies as discoveries

I screened anomaly candidates against prior reports and data-quality gates. None survived as a new finding, and the candidate identities and measurements remain private.

Section
Studies & data
Status
Stopped
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39 I stopped a transcriptome reanalysis without an independent context Stopped

RESEARCH RECORD · 39 / 53

I stopped a transcriptome reanalysis without an independent context

I expanded the audit of a Paeonia–Glycyrrhiza transcriptome reanalysis, but could not secure an independent context. The rework is paused without releasing unpublished results.

Section
Studies & data
Status
Stopped
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Hard problems 14

40 Independently rebuilding P2624’s public proof trees Public record

RESEARCH RECORD · 40 / 53

Independently rebuilding P2624’s public proof trees

I regenerated seven proof trees from a public specification, matching all 299,903,736 nodes and all seven published component hashes. This was not a new theorem or a recovery of the original archive.

Section
Hard problems
Status
Public record
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41 A frozen protein-structure prediction Active

RESEARCH RECORD · 41 / 53

A frozen protein-structure prediction

A frozen protein-structure prediction. Current status: Awaiting official assessment. This progress record covers the question, work completed, and the condition for a fuller public account.

Section
Hard problems
Status
Active
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42 I repaired the LANTERN–CAMI package, but there was no official score Paused

RESEARCH RECORD · 42 / 53

I repaired the LANTERN–CAMI package, but there was no official score

I narrowed an overstated result, repaired the reproducibility package, and froze a candidate. Data and environment blockers prevented an official blind evaluation or score.

Section
Hard problems
Status
Paused
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43 Why I did not count the KORE Gate-7 runner as a separate project Paused

RESEARCH RECORD · 43 / 53

Why I did not count the KORE Gate-7 runner as a separate project

An internal record supports checkpointed execution and contract-error diagnosis for a sealed computation. Ownership and its place in the wider KORE lineage remain unresolved.

Section
Hard problems
Status
Paused
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44 Narrowing classical medical-text candidates without calling them discoveries Paused

RESEARCH RECORD · 44 / 53

Narrowing classical medical-text candidates without calling them discoveries

Formula-name and passage candidates were narrowed into a reviewable list, but comparison against the full corpus, prior restoration research and expert readings is incomplete. No new formula or textual discovery is verified.

Section
Hard problems
Status
Paused
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45 Ranking clay-tablet fragments without claiming a new join Paused

RESEARCH RECORD · 45 / 53

Ranking clay-tablet fragments without claiming a new join

Known joins were used as positive controls while new fragment candidates were ranked and given falsification paths. The model was inconclusive, and zero new joins received expert confirmation.

Section
Hard problems
Status
Paused
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46 Locating the evidence before attempting a historical cipher Paused

RESEARCH RECORD · 46 / 53

Locating the evidence before attempting a historical cipher

Public collection metadata and digitized manuscripts were used to locate cipher segments and possible parallel evidence. The work produced a source map, not a decipherment; there is no expert-confirmed reading or new historical conclusion.

Section
Hard problems
Status
Paused
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47 Machine-checked, but not new Stopped

RESEARCH RECORD · 47 / 53

Machine-checked, but not new

I formalized and publicly archived an infinite countermodel for Ulrich’s u4. A later priority check established that the same conclusion and a Lean formalization already existed, so I ended the journal path.

Section
Hard problems
Status
Stopped
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48 The CPU pipeline remained; the character count was zero Stopped

RESEARCH RECORD · 48 / 53

The CPU pipeline remained; the character count was zero

I built a CPU pipeline around public Vesuvius Challenge material but confirmed no new ink or characters. A later audit removed benchmark claims whose raw outputs had not been preserved.

Section
Hard problems
Status
Stopped
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49 Dijiang recovery: discarding 364/864 and starting again Stopped

RESEARCH RECORD · 49 / 53

Dijiang recovery: discarding 364/864 and starting again

After the raw outputs and exact execution record were lost, I treated the old 364/864 progress figure as provenance rather than recovered data and designed a new calculation lineage from zero. The recovery machinery exists; the scientific result does not.

Section
Hard problems
Status
Stopped
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50 NEAT/NEO-GUARD34 stopped for lack of external patient-level validation Stopped

RESEARCH RECORD · 50 / 53

NEAT/NEO-GUARD34 stopped for lack of external patient-level validation

The project required an independent patient-level dataset with the same endpoint and a sealed analysis. No suitable dataset was available, so NEAT/NEO-GUARD34 ended in a NO-GO with zero external validation of its flagship claim.

Section
Hard problems
Status
Stopped
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51 The Panax search stopped at the final sequence gate Stopped

RESEARCH RECORD · 51 / 53

The Panax search stopped at the final sequence gate

Some internal mapping and de novo checks passed in a Panax public-transcriptome search, but the final sequence gate failed or was cancelled. The outcome is a technical NO-GO, not a virus discovery.

Section
Hard problems
Status
Stopped
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52 A 13-element witness, not a global proof Unverified

RESEARCH RECORD · 52 / 53

A 13-element witness, not a global proof

An internal checker validated a 13-element B2/Z100 construction, but no independently checkable certificate or complete outside replay closes the global 14-element case. The number of official solutions remains zero.

Section
Hard problems
Status
Unverified
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53 Several Erdős problem attempts, zero official solutions Unverified

RESEARCH RECORD · 53 / 53

Several Erdős problem attempts, zero official solutions

Notes, computations and method-limit analyses were developed for distinct Erdős problems, but none became an official solution. The lineages stay separate, and any candidate barrier remains unclaimed pending an independent proof audit.

Section
Hard problems
Status
Unverified
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