Plain wording

stale · v2 provisional awaiting approval

What does each claim say, in one sentence a non-specialist can read?

for Impaired excitability of fast-spiking neurons in a novel mouse model of KCNC1 epileptic encephalopathy · this layer across all papers · json

Provisional

This layer needs a corpus-scope decision that has not been ruled on yet, so what it produces would change if the decision changed. It waits on claim-format, relation-vocab.

Awaiting approval

Waiting for approval. That is a statement about the record, not about whether anyone has read this: people read the corpus without stamping what they read, and only a stamp leaves a trace. Approval is an operation on a version, not a step of its own — it is recorded against the version it was granted to, so running this layer again does not carry it forward.

Out of date

These inputs changed after this ran:

  • claims/wengert-2026-kcnc1/pv-in-ap-waveform-altered-downstroke-apd50.md
  • claims/wengert-2026-kcnc1/pv-in-inhibitory-synapse-altered-adult.md
  • claims/wengert-2026-kcnc1/pv-in-inhibitory-synapse-intact-juvenile.md

What it produced32 claims

Read from site/src/data/plain-claims/wengert-2026-kcnc1.json · 8 KB. model supplied:runs/wengert-2026-kcnc1/plain-claim.answer.jsonprompt extract/prompts/plain-claim.md

  1. In juvenile Kcnc1-A421V mice, less Kv3.1 reaches the surface of parvalbumin interneurons and more of it stays inside the cell.

    slug a421v-kv31-membrane-trafficking-impairedrole empiricalpanel fig3H, fig3I

  2. Every Kcnc1-A421V mouse dies before 122 days of age, while wild-type littermates live on.

    slug a421v-mice-die-before-122drole empiricalpanel fig1

  3. Young adult Kcnc1-A421V mice are slower to learn the Barnes maze and alternate less in the Y-maze, but retain what they learned.

    slug a421v-spatial-learning-working-memory-impairedrole empiricalpanel fig2B, fig2C, fig2D

  4. Kcnc1-A421V mice weigh less and have smaller brains than littermates, yet reach the usual early developmental milestones on time.

    slug a421v-weight-reduced-milestones-normalrole empiricalpanel fig1—figure supplement 2B, 2C, 2D, 2E

  5. Inhibition in Kcnc1-A421V mice is already impaired in juveniles, so the deficit is fixed from the start rather than worsening with age.

    slug alt-inhibitory-dysfunction-present-juvenilerole hypothesis

  6. Excitatory neurons in adult Kcnc1-A421V mice fire like wild-type ones, apart from needing slightly less current to start firing.

    slug excitatory-neurons-unaffected-adultrole controlpanel fig5—figure supplement 1D, Table 2 (layer IV exc. cells)

  7. Excitatory neurons in juvenile Kcnc1-A421V mice show normal synaptic transmission and normal excitability.

    slug excitatory-neurons-unaffected-juvenilerole controlpanel fig5B, fig5C, fig5D, fig5E, fig5F, fig5G, fig5K, Table 1 (la…

  8. The A421V variant weakens Kv3.1 by keeping the channel from reaching the cell surface, not by changing how the channels that arrive work.

    slug hypothesis-a421v-causes-kv31-lofrole hypothesispanel hypothesis

  9. Losing Kv3.1 in parvalbumin interneurons is by itself enough to produce the seizures, sudden death and cognitive deficits of KCNC1 disease.

    slug hypothesis-pv-dysfunction-drives-encephalopathyrole hypothesispanel hypothesis

  10. Kv3.1 loss impairs fast-spiking parvalbumin interneurons and spares excitatory neurons, hitting hardest where Kv3.2 cannot compensate.

    slug hypothesis-pv-in-selective-vulnerabilityrole hypothesispanel hypothesis

  11. Awake Kcnc1-A421V mice show bursts of synchronised cortical activity accompanied by brief twitches, and wild-type mice never do.

    slug in-vivo-hypersynchronous-discharges-mutant-onlyrole empiricalpanel fig8B, fig8C, fig8D

  12. During quiet rest, excitatory cells in Kcnc1-A421V mice are active more often while parvalbumin cells respond more weakly.

    slug in-vivo-pv-minus-transient-frequency-increasedrole empiricalpanel fig8G, fig8H, fig8I, fig8J

  13. Inhibitory transmission is normal in juvenile Kcnc1-A421V mice and impaired by young adulthood, so the deficit emerges with age.

    slug inhibitory-dysfunction-progresses-to-adulthoodrole synthesispanel figs 2-4

  14. The paper's main phenotype claims rest on the knock-in mouse colony and bench recordings, and cannot be checked from deposited data alone.

    slug kcnc1-wet-lab-primary-claimsrole methodologicalpanel all figures (assessment)

  15. Layer V parvalbumin interneurons in juvenile mutants are only mildly impaired, firing less at the strongest current injections.

    slug layer-v-pv-ins-subtle-impairmentrole empiricalpanel fig4—figure supplement 2

  16. Kcnc1-A421V mice should be slower to learn the Barnes maze and show weaker Y-maze working memory, with no locomotor explanation.

    slug prediction-cognitive-deficitsrole predictionpanel prediction

  17. Excitatory neurons should be unaffected in Kcnc1-A421V mice at both juvenile and adult ages, since they barely rely on Kv3.1.

    slug prediction-excitatory-neurons-sparedrole predictionpanel prediction

  18. Deficits should be largest in parvalbumin cells that depend most on Kv3.1 and milder where Kv3.2 can take over.

    slug prediction-impairment-grades-with-kv31-dependencerole predictionpanel prediction

  19. Mutant parvalbumin interneurons should hold less Kv3.1 at the membrane and more inside the cell, while the remaining channels open normally.

    slug prediction-kv31-surface-expression-reducedrole predictionpanel prediction

  20. Awake Kcnc1-A421V mice should show synchronised cortical discharges and more active excitatory cells during quiet rest.

    slug prediction-network-hyperexcitability-in-vivorole predictionpanel prediction

  21. Inhibitory synapses made by parvalbumin interneurons should work normally in juveniles and release transmitter differently in young adults.

    slug prediction-progressive-synaptic-failurerole predictionpanel prediction

  22. Parvalbumin interneurons in mutants should fire more slowly with broader, less sharply repolarising spikes, already in juveniles.

    slug prediction-pv-in-firing-impairedrole predictionpanel prediction

  23. Parvalbumin interneurons carrying one copy of the variant should lose voltage-gated potassium current, and lose more than half of it.

    slug prediction-pv-in-k-current-reducedrole predictionpanel prediction

  24. Kcnc1-A421V mice should have spontaneous convulsive seizures on video-EEG and die suddenly after tonic-clonic seizures.

    slug prediction-seizures-and-sudeprole predictionpanel prediction

  25. Spikes in mutant parvalbumin interneurons repolarise more slowly and last longer, at both juvenile and adult ages.

    slug pv-in-ap-waveform-altered-downstroke-apd50role empiricalpanel fig4E, fig4J, Table 1, Table 2

  26. In adult mutants, inhibitory signals from parvalbumin interneurons onto excitatory cells are larger but weaken faster during repeated firing.

    slug pv-in-inhibitory-synapse-altered-adultrole empiricalpanel fig7F, fig7G, fig7H, fig7I

  27. In juvenile mutants, inhibitory transmission from parvalbumin interneurons onto excitatory cells is no different from wild-type.

    slug pv-in-inhibitory-synapse-intact-juvenilerole empiricalpanel fig6F, fig6G, fig6H, fig6I, fig6J, fig6K, fig6L

  28. Parvalbumin interneurons from Kcnc1-A421V mice cannot sustain the high firing rates that wild-type cells reach.

    slug pv-ins-impaired-maximal-firingrole empiricalpanel fig2, fig3

  29. Parvalbumin interneurons in Kcnc1-A421V mice carry less voltage-gated potassium current than wild-type cells.

    slug pv-ins-reduced-k-current-densityrole empiricalpanel fig2

  30. Parvalbumin neurons of the reticular thalamic nucleus in juvenile mutants fire fewer rebound spikes and repolarise more slowly.

    slug rtn-neurons-impaired-excitabilityrole empiricalpanel fig4—figure supplement 3

  31. All claims come from one heterozygous Kcnc1-A421V knock-in mouse line, studied in somatosensory cortex and thalamus at set ages.

    slug scope-a421v-knockin-mouserole scopepanel scope

  32. Most Kcnc1-A421V mice have spontaneous convulsive seizures on video-EEG and some die suddenly after one, while wild-types have none.

    slug spontaneous-seizures-and-sudep-kcnc1role empiricalpanel fig9A, fig9B, fig9C

How it is defined

A model answers this layer, so the prompt is the layer. It is reproduced below from the committed file, and it is a declared input — editing it makes every run that used it stale.

scripts/plain_claims.pythe script that runs itnot in the repository

The declaration names this path and the repository does not have it. An input that does not exist hashes to nothing, so it cannot make a run stale — the layer is declared to depend on something it is not in fact tracking.

extract/prompts/plain-claim.mdthe prompt it runs undernot in the repository

The declaration names this path and the repository does not have it. An input that does not exist hashes to nothing, so it cannot make a run stale — the layer is declared to depend on something it is not in fact tracking.

Artifacts

Versions

From the run ledger. There is no changelog beside it to keep in step.

  1. v2 · 2026-09-12 · supplied:runs/wengert-2026-kcnc1/plain-claim.answer.json

    re-run after the runner changed; no cost recorded — these answers predate the field

    python3 scripts/plain_claims.py wengert-2026-kcnc1 --answer runs/wengert-2026-kcnc1/plain-claim.answer.json

  2. v1 · 2026-09-11 · supplied:runs/wengert-2026-kcnc1/plain-claim.answer.json

    first run: one plain sentence per claim, answered by Claude Opus 5 through --dump-prompt and fed back through --answer

    python3 scripts/plain_claims.py wengert-2026-kcnc1 --answer runs/wengert-2026-kcnc1/plain-claim.answer.json

This layer across the corpus

Across the corpus

10 stale·a paper links to its own cell, where this layer's output for it is rendered

PaperStateVersionLast runOutputCell
A three-dimensional immunofluorescence atlas of the …re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12artiushin-2026-spider-atlas.jsonjson
Distinct representational properties of cues and con…re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12bouyeure-2026-fear-rsa.jsonjson
Computational modelling identifies key determinants …re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12ejdrup-2026-dopamine.jsonjson
Contributions of insula and superior temporal sulcus…re-run after the runner changedstalev62026-09-12gadeke-2026-guilt-insula.jsonjson
Spatially targeted inhibitory rhythms differentially…re-run after the runner changedstalev32026-09-12headley-2026-inhibitory-rhythms.jsonjson
Feedback of peripheral saccade targets to early fove…re-run after the runner changed; one wording added for the promoted claimstalev22026-09-12kammer-2026-foveal-feedback.jsonjson
iGABASnFR2 is an improved genetically encoded protei…re-run after the runner changed; no cost recorded — these answers predate the fieldstalev32026-09-12kolb-2026-igabasnfr2.jsonjson
A deep learning pipeline for mapping in situ network…re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12rozak-2026-neurovascular-dl.jsonjson
Self-association enhances early attentional selectio…re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12scheller-2026-self-prioritization.jsonjson
Impaired excitability of fast-spiking neurons in a n…re-run after the runner changed; no cost recorded — these answers predate the fieldstalev22026-09-12wengert-2026-kcnc1.jsonjson

Inputs and outputs

Reads, besides its dependencies
Produces
  • site/src/data/plain-claims/{paper}.json

One per paper — the table above links each one that exists.

Views
  • list — rendered above, over the 17 claims in the artifact
  • table — rendered above, over the 17 claims in the artifact

Running it

The command comes from the declaration, so this text and what actually runs cannot diverge. pipeline.py run also runs the unmet dependencies first.

python3 scripts/pipeline.py run <paper> plain-claim

Underneath, that runs python3 scripts/plain_claims.py {paper} --answer runs/{paper}/plain-claim.answer.json.