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- Live5/17/2026, 4:35:28 PM
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{ "scope": "PV+ basket cell axon recordings, computational model", "claim_text": "Complementary tuning of fast Na+ inactivation and delayed Kv3-type K+ activation in PV basket cell axons minimizes ion flux overlap, achieving energy efficiency only ~1.6× theoretical minimum", "raw_fields": { "n": 0, "doi": "10.1016/j.neuron.2018.02.024", "claim": "Complementary tuning of fast Na+ inactivation and delayed Kv3-type K+ activation in PV basket cell axons minimizes ion flux overlap, achieving energy efficiency only ~1.6× theoretical minimum", "evidence": "Direct recordings from PV+ basket cell axons with biophysical modeling", "effect_size": "energy ~1.6× theoretical minimum", "text_access": "fulltext", "study_system": "PV+ basket cell axon recordings, computational model", "replication_status": "replication_unknown", "claim_source_sentence": "Surprisingly, the energy required for the AP was, on average, only ∼1.6 times the theoretical minimum. High energy efficiency emerged from the combination of fast inactivation of Na+ channels and delayed activation of Kv3-type K+ channels, which minimized ion flux overlap during APs.", "replication_evidence_dois": [], "effect_size_source_sentence": "Surprisingly, the energy required for the AP was, on average, only ∼1.6 times the theoretical minimum." }, "section_id": "section_12_evidence_package", "source_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewPV/blob/df9fc7e8d455b084152c9d713558dae0013cef21/evidence/section_12_evidence_package.json", "effect_size": "energy ~1.6× theoretical minimum", "review_repo": "ComputationalReviewPV", "section_ref": "wiki_page:computationalreviewpv-12", "source_kind": "review_finding", "source_path": "evidence/section_12_evidence_package.json", "source_refs": [ "paper:paper-e022e0b961a0" ], "source_span": "Surprisingly, the energy required for the AP was, on average, only ∼1.6 times the theoretical minimum. High energy efficiency emerged from the combination of fast inactivation of Na+ channels and delayed activation of Kv3-type K+ channels, which minimized ion flux overlap during APs.", "study_system": "PV+ basket cell axon recordings, computational model", "evidence_refs": [ { "ref": "paper:paper-e022e0b961a0" } ], "section_title": "Computational Models of PV Circuit Function", "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" }, "evidence_summary": "Direct recordings from PV+ basket cell axons with biophysical modeling", "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" }