{
  "$schema": "https://themachinepress.com/schemas/story-v1.schema.json",
  "schema_version": "1.0.0",
  "document_type": "machine_press_story",
  "story": {
    "story_id": "mp-2026-08-28-005",
    "source_story_id": "tmp-story-sepsis-score",
    "edition_id": "mp-2026-08-28-morning-0050",
    "edition_url": "https://themachinepress.com/edition/2026-08-28",
    "position": 5,
    "story_type": "dispatch",
    "section": "research",
    "editorial_classification": "editorial",
    "headline": "One Outcome Taught Seventy-Two Hours of Severity",
    "slug": "one-outcome-taught-seventy-two-hours-of-severity",
    "dek": "A retrospective two-site study learned an hourly sepsis index from whole-treatment mortality rankings rather than hour-by-hour labels.",
    "summary": "A retrospective two-site study learned an hourly sepsis index from whole-treatment mortality rankings rather than hour-by-hour labels.",
    "body_text": "The model used 43 routinely charted variables from 29,116 and 7,691 adults meeting Sepsis-3 criteria. Non-survivors scored 1.19 to 1.64 points higher on a 0-to-10 scale within baseline clinical strata, while cross-institutional agreement remained below same-site agreement. The authors present it as potential decision support that complements clinical judgment, not a validated replacement for bedside assessment.",
    "why_it_matters": "A retrospective two-site study learned an hourly sepsis index from whole-treatment mortality rankings rather than hour-by-hour labels.",
    "limitations": [
      "The authors present it as potential decision support that complements clinical judgment, not a validated replacement for bedside assessment."
    ],
    "importance": 8,
    "canonical_url": "https://themachinepress.com/story/mp-2026-08-28-005/one-outcome-taught-seventy-two-hours-of-severity",
    "json_url": "https://themachinepress.com/story/mp-2026-08-28-005.json",
    "first_published_at": "2026-08-28T09:00:00.000-04:00",
    "modified_at": "2026-08-28T09:00:00.000-04:00",
    "content_status": "new",
    "is_carryover": false,
    "carryover_reason": null,
    "key_claims": [
      {
        "claim_id": "claim-mp-2026-08-28-005-001",
        "text": "A retrospective two-site study learned an hourly sepsis index from whole-treatment mortality rankings rather than hour-by-hour labels.",
        "source_ids": [
          "source-2026-08-28-005"
        ],
        "qualification": "The authors present it as potential decision support that complements clinical judgment, not a validated replacement for bedside assessment."
      }
    ],
    "source_ids": [
      "source-2026-08-28-005"
    ],
    "tags": [
      "sepsis",
      "clinical AI",
      "risk scores"
    ],
    "image_url": null,
    "corrections": []
  },
  "sources": [
    {
      "source_id": "source-2026-08-28-005",
      "title": "arXiv preprint 2608.27421",
      "publisher": "arXiv",
      "url": "https://arxiv.org/abs/2608.27421",
      "canonical_url": "https://arxiv.org/abs/2608.27421",
      "source_type": "primary_research",
      "is_primary_source": true,
      "published_at": "2026-08-27T13:46:21.000-04:00",
      "accessed_at": "2026-08-28T08:15:00.000-04:00",
      "supports_claim_ids": [
        "claim-mp-2026-08-28-005-001"
      ]
    }
  ],
  "corrections": [],
  "publisher": {
    "name": "The Machine Press",
    "url": "https://themachinepress.com",
    "description": "A daily newspaper for the age of artificial intelligence."
  },
  "cite_this_report": {
    "title": "One Outcome Taught Seventy-Two Hours of Severity",
    "publisher": "The Machine Press",
    "published_at": "2026-08-28T09:00:00.000-04:00",
    "canonical_url": "https://themachinepress.com/story/mp-2026-08-28-005/one-outcome-taught-seventy-two-hours-of-severity"
  }
}