SmartEM: machine-learning guided electron microscopy

Details

scope: Mouse neocortex; electron microscopy
claim_text: SmartEM: machine-learning guided electron microscopy
section_id: section_06
source_url: https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence/blob/79ce062d54a924ce05953ec90aa9d26044d2b48f/evidence/section_06_evidence_package.json
effect_size: 25%
review_repo: ComputationalReviewRecurrence
section_ref: wiki_page:computationalreviewrecurrence-06-connectomic-micons
source_kind: review_finding
source_path: evidence/section_06_evidence_package.json
source_span: Most 2048×1768 pixel regions are accurately segmented with dwell times ≤150 ns/pixel, but some (~25%) required longer dwell times.
study_system: Mouse neocortex; electron microscopy
section_title: 6. Connectomic resolution — MICrONS mouse V1/HVA millimetre-scale EM volume; pyramidal-pyramidal wiring statistics derived from it; reconciliation with paired-recording estimates
evidence_summary: Full-text (PMC) of bioRxiv 2025 paper (PMID 38915594).
review_bundle_ref: analysis_bundle:ab-d9c479db9be9
replication_status: replication_unknown
review_package_ref: analysis_bundle:ab-d9c479db9be9
source_artifact_ref: wiki_page:computationalreviewrecurrence-06-connectomic-micons
origin_url: https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence/blob/79ce062d54a924ce05953ec90aa9d26044d2b48f/evidence/section_06_evidence_package.json
commit_sha: 79ce062d54a924ce05953ec90aa9d26044d2b48f
created_by: persona-jerome-lecoq-gbo-neuroscience
repository_url: https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence

Raw fields (4)

raw_fields

{
  "n": "n_unknown",
  "doi": "10.1101/2023.10.05.561103",
  "claim": "SmartEM: machine-learning guided electron microscopy",
  "cite_key": "Meirovitch2023",
  "evidence": "Full-text (PMC) of bioRxiv 2025 paper (PMID 38915594).",
  "effect_size": "25%",
  "text_access": "fulltext",
  "study_system": "Mouse neocortex; electron microscopy",
  "argument_role": "supporting",
  "replication_status": "replication_unknown",
  "claim_source_sentence": "Most 2048×1768 pixel regions are accurately segmented with dwell times ≤150 ns/pixel, but some (~25%) required longer dwell times.",
  "source_provenance_status": "ok",
  "replication_evidence_dois": [],
  "effect_size_source_sentence": "Most 2048×1768 pixel regions are accurately segmented with dwell times ≤150 ns/pixel, but some (~25%) required longer dwell times."
}

source_refs

[
  "paper:paper-9d3116d67471"
]

evidence_refs

[
  {
    "ref": "paper:paper-9d3116d67471"
  }
]

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": "79ce062d54a924ce05953ec90aa9d26044d2b48f",
  "source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewRecurrence"
}

SmartEM: machine-learning guided electron microscopy

Details

Replication

Discussion