Result

0.97 accuracy

MDL4Microbiome · accuracy · CRC microbiome cohort

Tested configuration: MDL4Microbiome
Task: microbiome disease-state classification
Dataset: CRC microbiome cohort
Procedure: Multimodal deep learning model on colorectal-cancer versus healthy microbiome samples
Evaluation: MDL4Microbiome: microbiome disease-state classification
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedMultimodal deep learning applied to classify healthy and disease states of human microbiome · Table 3, CRC row, MDL4Microbiome column

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.

Reproduction

Split: Not reported
Adaptation: Not reported
Scoring implementation: Not reported

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Access requirements and official instructions: microbiome disease-state classification

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

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Evidence table

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.printed_value 0.97 Individual claims	Multimodal deep learning applied to classify healthy and disease states of human microbiome Original source ↗ Table 3, CRC row, MDL4Microbiome column Version: PMC archival version PMC8763943.1 Retrieved: 2026-09-16T10:33:58.492Z	source checked primary xml exact label cell check · 2026-09-16T10:33:58.492Z author reported Audit details Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness. Field: `attributes.printed_value` Claim: claim-lit-b4-020 Source artifact SHA-256: `72330eda245ac97c5de5d47a491bb86d9b8f527a03ae25fa41cae5bfb637143b` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `72330eda245ac97c5de5d47a491bb86d9b8f527a03ae25fa41cae5bfb637143b` Extraction artifact

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

Multimodal deep learning applied to classify healthy and disease states of human microbiome · Original source · PMC archival version PMC8763943.1

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Technical metadata and extraction receipts

Stable ID: lit-b4-020

areas: microbes-communities
tasks: microbiome disease-state classification
printed value: 0.97
numeric value: 0.97
metric: accuracy
metric direction: unknown
unit: fraction
uncertainty: Not reported
source locator: Table 3, CRC row, MDL4Microbiome column
review: method: primary_xml_exact_label_cell_check; reviewer: rewire deterministic table checker v1; reviewed at: 2026-09-16T10:33:58.492Z; notes: Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness.; evidence: Table 3, CRC row, MDL4Microbiome column; cell: 0.97; artifact sha256: 72330eda245ac97c5de5d47a491bb86d9b8f527a03ae25fa41cae5bfb637143b; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC8763943/fullTextXML
legacy id: lit-b4-020
legacy row: id: lit-b4-020; paper id: mdl4microbiome-2022; domain id: microbes-communities; task: microbiome disease-state classification; model: MDL4Microbiome; model version: Not reported; dataset: CRC microbiome cohort; dataset version: Not reported; split: Not reported; metric: accuracy; value: 0.97; unit: fraction; uncertainty: Not reported; protocol: Multimodal deep learning model on colorectal-cancer versus healthy microbiome samples; source locator: Table 3, CRC row, MDL4Microbiome column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC8763943/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract

Related records

evaluation: MDL4Microbiome: microbiome disease-state classification
subject: Reported accuracy for MDL4Microbiome

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