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README_CELL7.md

@@ -3,42 +3,24 @@ tags:
 - kluyveromyces-marxianus
 - cell7
 - specialized-omics
-- v10.0.0
+- v10.1.5
 ---
 
-# 🧬 Cell 7: Quantum Specialized Omics
+# 🌌 Cell 7: Quantum Specialized Omics & Harmonization
 
-## Overview
-Multi-omics integration with ID harmonization and intelligent deduplication.
+This README documents the data collected by **Cell 7**, which runs in isolated configs.
 
-## Statistics
-- **Version**: v10.0.0
-- **Total**: 102
-- **Updated**: 2025-11-13
-
-## Features
-- ✅ ID Harmonization (Ensembl ↔ SGD ↔ UniProt)
-- ✅ Unified Sequencing Integrator (GEO/SRA/ENA priority)
-- ✅ Normalization Metadata
-- ✅ Quality Metrics
+This dataset uses an **Extended Schema** (50+ fields) to include diverse data from specialized databases, addressing gaps from Cells 1-6.
 
 ## Data Access
 
-### Load Raw Data
-```python
-from datasets import load_dataset
-ds = load_dataset("Milad96/Kluyveromyces-marxianus", name="cell7_specialized_omics", data_dir="cell7_data", split="train")
-```
+Data is split by cell/config.
 
-### Load Splits
+### Cell 7: Specialized Omics
 ```python
+from datasets import load_dataset
+# Load Splits
 splits = load_dataset("Milad96/Kluyveromyces-marxianus", name="cell7_specialized_omics", data_dir="cell7_splits")
+# Load Raw Data
+raw = load_dataset("Milad96/Kluyveromyces-marxianus", name="cell7_specialized_omics", data_dir="cell7_data", split="train")
 ```
-
-## Sources
-- **geo_enhanced**: 96
-- **comparative_genomics**: 6
-
-**Status**: ✅ Production
-**Cell**: 7/7
-**Version**: v10.0.0