scGPT

Structured entry data for human tools, AI systems and machine clients.

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    ],
    "@type": "Thing",
    "identifier": "ENT-00001219",
    "name": "scGPT",
    "alternateName": [],
    "additionalType": {
        "category": "Methods and Research",
        "type": "Research System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "scGPT is a research system associated with scGPT authors, classified in LXKeys.world as AI Research / Specialized System.",
    "creator": "scGPT authors",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001219&lang=en",
    "sameAs": "https://github.com/bowang-lab/scGPT",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001219",
        "kind": "Methods and Research",
        "type": "Research System",
        "subtype": "",
        "classification": "AI Research / Specialized System",
        "organization": "scGPT authors",
        "originContext": "Scientific AI, robotics and embodied intelligence record",
        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV Connected"
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        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
            "Specialized AI task performance",
            "Domain-specific modelling",
            "Research or operational deployment",
            "Structured public documentation"
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        "limitations": [
            "Capabilities depend on deployment context, validation environment and safety controls.",
            "The record describes public documentation and does not imply unrestricted availability."
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            "Research System",
            "Documented Entity",
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            "Batch 03 Candidate"
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        "timeline": [
            {
                "date": "2023",
                "title": "Initial research publication or demonstration",
                "description": "scGPT entered the documented public record in 2023. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://github.com/bowang-lab/scGPT",
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                "url": "https://github.com/bowang-lab/scGPT",
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