Version history

{
  "scope": "humans + computational model",
  "claim_text": "A race / accumulator model fits the choice-RT distributions and links behavioural variability to competing-accumulator or LATER-style decision dynamics in cortico-cortical loops. (Linking reinforcement learning, working memory, and choice dynamics to age and symptoms of anxiety and depression in adolescence, 2025).",
  "raw_fields": {
    "n": 0,
    "doi": "10.1016/j.dcn.2025.101626",
    "claim": "A race / accumulator model fits the choice-RT distributions and links behavioural variability to competing-accumulator or LATER-style decision dynamics in cortico-cortical loops. (Linking reinforcement learning, working memory, and choice dynamics to age and symptoms of anxiety and depression in adolescence, 2025).",
    "cite_key": "Frogner2025",
    "evidence": "Developmental cognitive neuroscience (2025); EPMC abstract/fulltext.",
    "effect_size": null,
    "text_access": "fulltext",
    "study_system": "humans + computational model",
    "source_cluster_id": "cluster_12",
    "replication_status": "replication_unknown",
    "claim_source_sentence": "Model predicted data showed good fit with the observed data ( Fig. 4 ), capturing the observed increased accuracy and decreased response time with stimulus iterations, and how these effects varied across set size.",
    "replication_evidence_dois": [],
    "effect_size_source_sentence": null
  },
  "section_id": "section_13",
  "source_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewLoops/blob/0632aae8abc141909207fe91f6349b9e36489c3b/evidence/section_13_evidence_package.json",
  "effect_size": null,
  "review_repo": "ComputationalReviewLoops",
  "section_ref": "wiki_page:computationalreviewloops-13",
  "source_kind": "review_finding",
  "source_path": "evidence/section_13_evidence_package.json",
  "source_refs": [
    "paper:paper-8be593df9b1b"
  ],
  "source_span": "Model predicted data showed good fit with the observed data ( Fig. 4 ), capturing the observed increased accuracy and decreased response time with stimulus iterations, and how these effects varied across set size.",
  "study_system": "humans + computational model",
  "evidence_refs": [
    {
      "ref": "paper:paper-8be593df9b1b"
    }
  ],
  "section_title": "Computational Models of Loop 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": "0632aae8abc141909207fe91f6349b9e36489c3b",
    "source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewLoops"
  },
  "evidence_summary": "Developmental cognitive neuroscience (2025); EPMC abstract/fulltext.",
  "review_bundle_ref": "analysis_bundle:ab-d49e54403ef9",
  "replication_status": "replication_unknown",
  "review_package_ref": "analysis_bundle:ab-d49e54403ef9",
  "source_artifact_ref": "wiki_page:computationalreviewloops-13",
  "origin_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewLoops/blob/0632aae8abc141909207fe91f6349b9e36489c3b/evidence/section_13_evidence_package.json",
  "commit_sha": "0632aae8abc141909207fe91f6349b9e36489c3b",
  "created_by": "persona-jerome-lecoq-gbo-neuroscience",
  "repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewLoops"
}