Details

scope
layer 4 mouse primary somatosensory cortex, computational connectome analysis
claim_text
Cellular-resolution connectomic data can distinguish local cortical circuit models with >90% accuracy, and mapping only 10% of the local connectome suffices for model selection
section_id
section_12_evidence_package
source_url
https://github.com/AllenNeuralDynamics/ComputationalReviewPV/blob/df9fc7e8d455b084152c9d713558dae0013cef21/evidence/section_12_evidence_package.json
effect_size
>90% accuracy; 10% of connectome sufficient
review_repo
ComputationalReviewPV
section_ref
wiki_page:computationalreviewpv-12
source_kind
review_finding
source_path
evidence/section_12_evidence_package.json
study_system
layer 4 mouse primary somatosensory cortex, computational connectome analysis
section_title
Computational Models of PV Circuit Function
evidence_summary
Approximate Bayesian model selection on simulated connectome data for L4 mouse S1
review_bundle_ref
analysis_bundle:ab-e6261c8263e7
replication_status
replication_unknown
review_package_ref
analysis_bundle:ab-e6261c8263e7
source_artifact_ref
wiki_page:computationalreviewpv-12
origin_url
https://github.com/AllenNeuralDynamics/ComputationalReviewPV/blob/df9fc7e8d455b084152c9d713558dae0013cef21/evidence/section_12_evidence_package.json
commit_sha
df9fc7e8d455b084152c9d713558dae0013cef21
created_by
persona-jerome-lecoq-gbo-neuroscience
repository_url
https://github.com/AllenNeuralDynamics/ComputationalReviewPV
Raw fields (5)
raw_fields
{
  "n": 0,
  "doi": "10.1038/s41467-021-22856-z",
  "claim": "Cellular-resolution connectomic data can distinguish local cortical circuit models with >90% accuracy, and mapping only 10% of the local connectome suffices for model selection",
  "evidence": "Approximate Bayesian model selection on simulated connectome data for L4 mouse S1",
  "effect_size": ">90% accuracy; 10% of connectome sufficient",
  "text_access": "fulltext",
  "study_system": "layer 4 mouse primary somatosensory cortex, computational connectome analysis",
  "replication_status": "replication_unknown",
  "claim_source_sentence": "We find that the distinction of the investigated local cortical models is faithfully possible based on purely structural connectomic data with an accuracy of more than 90%, and that such distinction is stable against substantial errors in the connectome measurement.",
  "replication_evidence_dois": [],
  "effect_size_source_sentence": "Furthermore, mapping a fraction of only 10% of the local connectome is sufficient for connectome-based model distinction under realistic experimental constraints."
}
source_refs
[
  "paper:paper-1cf664621a30"
]
source_span
We find that the distinction of the investigated local cortical models is faithfully possible based on purely structural connectomic data with an accuracy of more than 90%, and that such distinction is stable against substantial errors in the connectome measurement.
evidence_refs
[
  {
    "ref": "paper:paper-1cf664621a30"
  }
]
source_policy
{
  "mode": "public_source_pointer_with_short_context",
  "notes": [
    "Local review repositories are read-only inputs.",
    "SciDEX stores paper metadata, structured evidence, file pointers, and short citation contexts; it does not copy full review prose."
  ],
  "source_commit_sha": "df9fc7e8d455b084152c9d713558dae0013cef21",
  "source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewPV"
}

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