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Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: MDL4Microbiome | Task: microbiome disease-state classification Dataset: CRC microbiome cohort | 0.97 accuracy fraction · unknown Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMDL4Microbiome: microbiome disease-state classification Multimodal deep learning model on colorectal-cancer versus healthy microbiome samples Aggregation: Not reported Multimodal deep learning applied to classify healthy and disease states of human microbiome · Table 3, CRC row, MDL4Microbiome column |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
Multimodal deep learning model on colorectal-cancer versus healthy microbiome samples
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
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17 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation Not reported Context-only references | Multimodal deep learning applied to classify healthy and disease states of human microbiome No field-specific location recorded Version: PMC archival version PMC8763943.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation Not reported Context-only references | Multimodal deep learning applied to classify healthy and disease states of human microbiome No field-specific location recorded Version: PMC archival version PMC8763943.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget Not reported Context-only references | Multimodal deep learning applied to classify healthy and disease states of human microbiome No field-specific location recorded Version: PMC archival version PMC8763943.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.dataset_version Not reported Context-only references | Multimodal deep learning applied to classify healthy and disease states of human microbiome No field-specific location recorded Version: PMC archival version PMC8763943.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs Not reported Context-only references | Multimodal deep learning applied to classify healthy and disease states of human microbiome No field-specific location recorded Version: PMC archival version PMC8763943.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.metric_implementation Not reported Context-only references | Multimodal deep learning applied to classify healthy and disease states of human microbiome No field-specific location recorded Version: PMC archival version PMC8763943.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population Not reported Context-only references | Multimodal deep learning applied to classify healthy and disease states of human microbiome No field-specific location recorded Version: PMC archival version PMC8763943.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.protocol_id Not reported Context-only references | Multimodal deep learning applied to classify healthy and disease states of human microbiome No field-specific location recorded Version: PMC archival version PMC8763943.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.split Not reported Context-only references | Multimodal deep learning applied to classify healthy and disease states of human microbiome No field-specific location recorded Version: PMC archival version PMC8763943.1 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.origin author_reported Context-only references | Multimodal deep learning applied to classify healthy and disease states of human microbiome No field-specific location recorded Version: PMC archival version PMC8763943.1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: needs review
Stable ID: evaluation-lit-b4-020