{
  "$schema": "https://themachinepress.com/schemas/story-v1.schema.json",
  "schema_version": "1.0.0",
  "document_type": "machine_press_story",
  "story": {
    "story_id": "mp-2026-08-07-011",
    "source_story_id": "tmp-story-wearable-respiratory-stress-sensor",
    "edition_id": "mp-2026-08-07-morning-0029",
    "edition_url": "https://themachinepress.com/edition/2026-08-07",
    "position": 11,
    "story_type": "dispatch",
    "section": "research",
    "editorial_classification": "editorial",
    "headline": "The Belt Read Stress Through Twelve Breathing Patterns",
    "slug": "the-belt-read-stress-through-twelve-breathing-patterns",
    "dek": "A low-power abdominal sensor distinguished stress-induction phases in a small preliminary dataset without analog amplification.",
    "summary": "A low-power abdominal sensor distinguished stress-induction phases in a small preliminary dataset without analog amplification.",
    "body_text": "A force-sensitive resistor in an abdominal belt connects to a custom Bluetooth Low Energy board and records expansion through a mechanical holder. Signals remained visible across breathing maneuvers, body positions and light movement; in a 12-person stress protocol, the best classifier reached 88.0 percent test accuracy. The experiment is preliminary and does not establish diagnosis, generalization or performance during unrestricted daily activity.",
    "why_it_matters": "A low-power abdominal sensor distinguished stress-induction phases in a small preliminary dataset without analog amplification.",
    "limitations": [
      "The experiment is preliminary and does not establish diagnosis, generalization or performance during unrestricted daily activity."
    ],
    "importance": 7,
    "canonical_url": "https://themachinepress.com/story/mp-2026-08-07-011/the-belt-read-stress-through-twelve-breathing-patterns",
    "json_url": "https://themachinepress.com/story/mp-2026-08-07-011.json",
    "first_published_at": "2026-08-07T09:00:00.000-04:00",
    "modified_at": "2026-08-07T09:00:00.000-04:00",
    "content_status": "new",
    "is_carryover": false,
    "carryover_reason": null,
    "key_claims": [
      {
        "claim_id": "claim-mp-2026-08-07-011-001",
        "text": "A low-power abdominal sensor distinguished stress-induction phases in a small preliminary dataset without analog amplification.",
        "source_ids": [
          "source-2026-08-07-011"
        ],
        "qualification": "The experiment is preliminary and does not establish diagnosis, generalization or performance during unrestricted daily activity."
      }
    ],
    "source_ids": [
      "source-2026-08-07-011"
    ],
    "tags": [
      "wearables",
      "respiration",
      "stress monitoring",
      "sensors"
    ],
    "image_url": null,
    "corrections": []
  },
  "sources": [
    {
      "source_id": "source-2026-08-07-011",
      "title": "arXiv preprint 2608.05697",
      "publisher": "arXiv",
      "url": "https://arxiv.org/abs/2608.05697",
      "canonical_url": "https://arxiv.org/abs/2608.05697",
      "source_type": "primary_research",
      "is_primary_source": true,
      "published_at": null,
      "accessed_at": "2026-08-07T08:22:48.000-04:00",
      "supports_claim_ids": [
        "claim-mp-2026-08-07-011-001"
      ]
    }
  ],
  "corrections": [],
  "publisher": {
    "name": "The Machine Press",
    "url": "https://themachinepress.com",
    "description": "A daily newspaper for the age of artificial intelligence."
  },
  "cite_this_report": {
    "title": "The Belt Read Stress Through Twelve Breathing Patterns",
    "publisher": "The Machine Press",
    "published_at": "2026-08-07T09:00:00.000-04:00",
    "canonical_url": "https://themachinepress.com/story/mp-2026-08-07-011/the-belt-read-stress-through-twelve-breathing-patterns"
  }
}
