{"adoption": {"forks": 497, "observed_at": "2026-08-28T04:04:52.782698+00:00", "stars": 1493}, "canonical_url": "https://ross.abutalabs.com/products/cmekg_tools", "card": {"archived": false, "artifact_type": "library", "description": null, "domain": ["healthcare", "artificial-intelligence"], "enriched": true, "function": ["nlp", "machine-learning", "parser"], "health_score": 20, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["king-yyf/CMeKG_tools"], "name": "king-yyf/CMeKG_tools", "platform": ["python"], "pushed_at": "2023-11-03T03:18:58+00:00", "repo": "king-yyf/CMeKG_tools", "stars": 1493, "tags": ["chinese-medical-nlp", "knowledge-graph", "named-entity-recognition", "relation-extraction", "word-segmentation", "bert", "medical-text-mining", "natural-language-processing"], "topics": [], "urls": [], "use_cases": ["extract medical entities from Chinese clinical text", "extract disease-symptom relation triples from Chinese medical text", "segment Chinese medical text", "train a medical NER model", "build a Chinese medical knowledge graph", "identify drugs and diseases in Chinese sentences"], "what_it_is": "A collection of pretrained models and Python code for the Chinese Medical Knowledge Graph (CMeKG), providing medical text segmentation, medical named entity recognition, and medical relation extraction. Models are BERT-based and distributed via Baidu Netdisk with training and inference scripts included.", "when_to_avoid": ["you need English or multilingual medical NLP", "you need a production-ready service with an API rather than scripts and model files", "you cannot download large models from Baidu Netdisk", "you need actively maintained code with recent updates"], "when_to_choose": ["you need Chinese-language medical NER, relation extraction, or word segmentation with pretrained BERT models", "you are building on or extending the CMeKG medical knowledge graph", "you want trainable PyTorch/transformers pipelines for medical Chinese NLP"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/cmekg_tools", "repo": "king-yyf/CMeKG_tools", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:33:27.531589+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b280d0fcdd46b72947dd1e39524fdc3d6572d0c3ea8d135c1fa08088b7e796c0", "fetched_at": "2026-08-28T04:04:52.782698+00:00", "kind": "readme", "missing": false, "url": "https://github.com/king-yyf/CMeKG_tools"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:33:27.531589+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b280d0fcdd46b72947dd1e39524fdc3d6572d0c3ea8d135c1fa08088b7e796c0", "fetched_at": "2026-08-28T04:04:52.782698+00:00", "kind": "readme", "missing": false, "url": "https://github.com/king-yyf/CMeKG_tools"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:33:27.531589+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b280d0fcdd46b72947dd1e39524fdc3d6572d0c3ea8d135c1fa08088b7e796c0", "fetched_at": "2026-08-28T04:04:52.782698+00:00", "kind": "readme", "missing": false, "url": "https://github.com/king-yyf/CMeKG_tools"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:33:27.531589+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b280d0fcdd46b72947dd1e39524fdc3d6572d0c3ea8d135c1fa08088b7e796c0", "fetched_at": "2026-08-28T04:04:52.782698+00:00", "kind": "readme", "missing": false, "url": "https://github.com/king-yyf/CMeKG_tools"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:33:27.531589+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b280d0fcdd46b72947dd1e39524fdc3d6572d0c3ea8d135c1fa08088b7e796c0", "fetched_at": "2026-08-28T04:04:52.782698+00:00", "kind": "readme", "missing": false, "url": "https://github.com/king-yyf/CMeKG_tools"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:33:27.531589+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b280d0fcdd46b72947dd1e39524fdc3d6572d0c3ea8d135c1fa08088b7e796c0", "fetched_at": "2026-08-28T04:04:52.782698+00:00", "kind": "readme", "missing": false, "url": "https://github.com/king-yyf/CMeKG_tools"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:52.782698+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:33:27.531589+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b280d0fcdd46b72947dd1e39524fdc3d6572d0c3ea8d135c1fa08088b7e796c0", "fetched_at": "2026-08-28T04:04:52.782698+00:00", "kind": "readme", "missing": false, "url": "https://github.com/king-yyf/CMeKG_tools"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:33:27.531589+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b280d0fcdd46b72947dd1e39524fdc3d6572d0c3ea8d135c1fa08088b7e796c0", "fetched_at": "2026-08-28T04:04:52.782698+00:00", "kind": "readme", "missing": false, "url": "https://github.com/king-yyf/CMeKG_tools"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:33:27.531589+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b280d0fcdd46b72947dd1e39524fdc3d6572d0c3ea8d135c1fa08088b7e796c0", "fetched_at": "2026-08-28T04:04:52.782698+00:00", "kind": "readme", "missing": false, "url": "https://github.com/king-yyf/CMeKG_tools"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:33:27.531589+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b280d0fcdd46b72947dd1e39524fdc3d6572d0c3ea8d135c1fa08088b7e796c0", "fetched_at": "2026-08-28T04:04:52.782698+00:00", "kind": "readme", "missing": false, "url": "https://github.com/king-yyf/CMeKG_tools"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1779, "days_push": 1034, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}