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    "kind": "note",
    "key": "buchheit-2014",
    "id": "TAP-RDN-0044",
    "locale": "en",
    "path": "/research/buchheit-2014/",
    "title": "TAP reading note: Monitoring training status with HR measures: do all roads lead to Rome?",
    "description": "Interpret changes against measurement error, individual variability and training context.",
    "rights": "© The Allostasis Project. All rights reserved. Reproduction or adaptation requires separate permission, subject to applicable legal exceptions.",
    "version": "1.0",
    "updatedAt": "2026-10-28",
    "editorial": {
      "contentType": "evidence-review",
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      "updatedAt": "2026-10-28",
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    "original": {
      "id": "buchheit-2014",
      "title": "Monitoring training status with HR measures: do all roads lead to Rome?",
      "authors": "Martin Buchheit",
      "journal": "Frontiers in Physiology",
      "year": "2014",
      "url": "https://doi.org/10.3389/fphys.2014.00073",
      "doi": "10.3389/fphys.2014.00073",
      "pmid": "24578692"
    },
    "references": [
      {
        "id": "buchheit-2014",
        "title": "Monitoring training status with HR measures: do all roads lead to Rome?",
        "authors": "Martin Buchheit",
        "journal": "Frontiers in Physiology",
        "year": "2014",
        "url": "https://doi.org/10.3389/fphys.2014.00073",
        "doi": "10.3389/fphys.2014.00073",
        "pmid": "24578692"
      }
    ],
    "sections": [
      {
        "id": "finding",
        "title": "What the study found",
        "paragraphs": [
          "Interpret changes against measurement error, individual variability and training context."
        ]
      },
      {
        "id": "limits",
        "title": "Scope & limitations",
        "paragraphs": [
          "Methodological review of athlete monitoring; no single intervention sample.",
          "Sport-focused interpretation; it supplies no universal clinical threshold for consumer HRV."
        ]
      },
      {
        "id": "sample",
        "title": "Population & sample",
        "paragraphs": [
          "Methodological review of athlete monitoring; no single intervention sample."
        ]
      },
      {
        "id": "exposure",
        "title": "Exposure or intervention",
        "paragraphs": [
          "Resting, exercise and post-exercise heart-rate measures."
        ]
      },
      {
        "id": "outcomes",
        "title": "Outcomes",
        "paragraphs": [
          "Interpretability and practical monitoring decisions."
        ]
      },
      {
        "id": "duration",
        "title": "Time frame",
        "paragraphs": [
          "Repeated monitoring across training; no common follow-up duration."
        ]
      },
      {
        "id": "funding",
        "title": "Research funding",
        "paragraphs": [
          "A specific funding statement was not identified in the consulted article."
        ]
      },
      {
        "id": "conflicts",
        "title": "Research conflicts of interest",
        "paragraphs": [
          "The author declared no commercial or financial relationships constituting a potential conflict."
        ]
      },
      {
        "id": "basis",
        "title": "Reading scope",
        "paragraphs": [
          "Publisher full text, interpretation sections and conflict declaration."
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}