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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+OnClass.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text

OnClass.data-00000-of-00001

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OnClass.npz

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accuracies.json

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+{
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 122 | 0.97 | 0.97 | 0.97 | 0.95 | 0.00 | 0.96 | 0.98 | 0.97 | 0.98 |\n| macrophage | 49 | 0.99 | 1.00 | 1.00 | 0.95 | 0.00 | 0.83 | 1.00 | 1.00 | 1.00 |\n| basal epithelial cell of tracheobronchial tree | 35 | 0.99 | 0.97 | 0.99 | 0.84 | 0.00 | 0.79 | 0.99 | 0.97 | 0.99 |\n| T cell | 25 | 1.00 | 0.98 | 1.00 | 0.78 | 0.00 | 0.89 | 0.98 | 1.00 | 1.00 |\n| chondrocyte | 25 | 0.90 | 0.94 | 0.90 | 0.73 | 0.00 | 0.85 | 0.94 | 0.92 | 0.92 |\n| endothelial cell | 27 | 1.00 | 0.98 | 1.00 | 1.00 | 0.00 | 0.96 | 1.00 | 0.98 | 1.00 |\n| smooth muscle cell of trachea | 10 | 0.90 | 0.75 | 0.82 | 0.91 | 0.00 | 0.78 | 0.84 | 0.89 | 0.89 |\n| mucus secreting cell | 11 | 1.00 | 1.00 | 1.00 | 0.29 | 0.00 | 0.58 | 1.00 | 1.00 | 1.00 |\n| granulocyte | 4 | 1.00 | 1.00 | 1.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |\n| keratinocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| ciliated columnar cell of tracheobronchial tree | 1 | 1.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 1113 | 0.98 | 0.97 | 0.98 | 0.96 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |\n| macrophage | 381 | 0.99 | 0.99 | 0.99 | 0.95 | 0.00 | 0.87 | 1.00 | 1.00 | 1.00 |\n| basal epithelial cell of tracheobronchial tree | 365 | 0.94 | 0.93 | 0.95 | 0.87 | 0.00 | 0.84 | 1.00 | 0.99 | 0.99 |\n| T cell | 257 | 0.99 | 1.00 | 1.00 | 0.93 | 0.00 | 0.93 | 1.00 | 1.00 | 1.00 |\n| chondrocyte | 250 | 0.95 | 0.95 | 0.95 | 0.85 | 0.00 | 0.90 | 0.99 | 0.99 | 0.98 |\n| endothelial cell | 214 | 1.00 | 0.99 | 1.00 | 0.97 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| smooth muscle cell of trachea | 115 | 0.84 | 0.73 | 0.92 | 0.78 | 0.00 | 0.83 | 0.99 | 0.99 | 0.94 |\n| mucus secreting cell | 62 | 0.98 | 0.97 | 0.95 | 0.51 | 0.00 | 0.69 | 1.00 | 1.00 | 0.99 |\n| granulocyte | 49 | 0.99 | 0.97 | 0.98 | 0.72 | 0.00 | 0.62 | 1.00 | 1.00 | 1.00 |\n| keratinocyte | 21 | 1.00 | 0.00 | 0.88 | 0.98 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| ciliated columnar cell of tracheobronchial tree | 17 | 0.79 | 0.90 | 0.91 | 0.10 | 0.00 | 0.62 | 1.00 | 1.00 | 1.00 |"
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checkpoint

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harmony_knn_classifier.joblib

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obo_dag.joblib

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popv_output/predictions.csv

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+M10_B002990_S298_L003.mus-6-0-1,T cell,T cell,T cell,T cell,mature T cell,T cell,T cell,T cell,T cell,8,T cell,8,T cell
+M16_B002990_S304_L003.mus-6-0-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
+M19_B002990_S307_L003.mus-6-0-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
+N11_B002990_S323_L003.mus-6-0-1,smooth muscle cell of trachea,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,chondrocyte,fibroblast,fibroblast,fibroblast,6,fibroblast,6,fibroblast
+O5_B002990_S341_L003.mus-6-0-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+O9_B002990_S345_L003.mus-6-0-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+P20_B002990_S380_L003.mus-6-0-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
+P8_B002990_S368_L003.mus-6-0-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+A1.MAA000496.3_10_M.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,chondrocyte,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,8,chondrocyte,8,collagen secreting cell
+A10.D042475.3_9_M.1.1-1-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
+A10.MAA001867.3_39_F.1.1-1-1,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal cell of epithelium of bronchus,mucus secreting cell,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,7,basal epithelial cell of tracheobronchial tree,7,basal epithelial cell of tracheobronchial tree
+A14.D042474.3_8_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+A16.MAA001865.3_38_F.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+A5.MAA001865.3_38_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+A6.D042474.3_8_M.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,smooth muscle cell of trachea,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,7,chondrocyte,7,collagen secreting cell
+A8.MAA001867.3_39_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,articular chondrocyte,chondrocyte,chondrocyte,fibroblast,fibroblast,5,fibroblast,5,connective tissue cell
+B11.D042474.3_8_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+B14.MAA001867.3_39_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+B17.MAA000496.3_10_M.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,fibroblast,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,7,chondrocyte,7,collagen secreting cell
+B19.MAA001865.3_38_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+B22.D042475.3_9_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+B5.D042474.3_8_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+B7.MAA001865.3_38_F.1.1-1-1,smooth muscle cell of trachea,smooth muscle cell of trachea,smooth muscle cell of trachea,smooth muscle cell of trachea,tracheobronchial smooth muscle cell,smooth muscle cell of trachea,smooth muscle cell of trachea,smooth muscle cell of trachea,smooth muscle cell of trachea,7,smooth muscle cell of trachea,8,smooth muscle cell of trachea
+B8.MAA001865.3_38_F.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,chondrocyte,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,8,chondrocyte,8,collagen secreting cell
+C1.MAA001867.3_39_F.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+C11.D042474.3_8_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+C18.MAA001865.3_38_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+C20.D042475.3_9_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+C22.MAA000496.3_10_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
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+C4.MAA001865.3_38_F.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+C6.D042475.3_9_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
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+D10.D042475.3_9_M.1.1-1-1,mucus secreting cell,mucus secreting cell,mucus secreting cell,basal epithelial cell of tracheobronchial tree,mucus secreting cell of tracheobronchial tree submucosal gland,smooth muscle cell of trachea,mucus secreting cell,mucus secreting cell,mucus secreting cell,6,mucus secreting cell,6,mucus secreting cell
+D13.MAA001865.3_38_F.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,chondrocyte,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,8,chondrocyte,8,collagen secreting cell
+D20.D042474.3_8_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+D3.MAA001865.3_38_F.1.1-1-1,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal cell of epithelium of bronchus,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,8,basal epithelial cell of tracheobronchial tree,8,basal epithelial cell of tracheobronchial tree
+D5.MAA000496.3_10_M.1.1-1-1,chondrocyte,chondrocyte,fibroblast,chondrocyte,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,7,chondrocyte,7,collagen secreting cell
+D8.D042474.3_8_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+D8.MAA001865.3_38_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+D9.MAA001865.3_38_F.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,chondrocyte,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,8,chondrocyte,8,collagen secreting cell
+E11.D042474.3_8_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+E12.D042475.3_9_M.1.1-1-1,fibroblast,fibroblast,fibroblast,chondrocyte,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,7,fibroblast,7,fibroblast
+E12.MAA001865.3_38_F.1.1-1-1,mucus secreting cell,mucus secreting cell,mucus secreting cell,basal epithelial cell of tracheobronchial tree,mucus secreting cell of tracheobronchial tree submucosal gland,mucus secreting cell,mucus secreting cell,mucus secreting cell,mucus secreting cell,7,mucus secreting cell,7,mucus secreting cell
+E13.MAA000496.3_10_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+E16.D042474.3_8_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+E19.MAA001867.3_39_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,chondrocyte,fibroblast,fibroblast,fibroblast,7,fibroblast,7,fibroblast
+E20.MAA001865.3_38_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+E21.MAA001865.3_38_F.1.1-1-1,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal cell of epithelium of bronchus,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,8,basal epithelial cell of tracheobronchial tree,8,basal epithelial cell of tracheobronchial tree
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+F15.D042475.3_9_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+F15.MAA000496.3_10_M.1.1-1-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
+F19.MAA001865.3_38_F.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,chondrocyte,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,8,chondrocyte,8,collagen secreting cell
+F20.D042475.3_9_M.1.1-1-1,smooth muscle cell of trachea,smooth muscle cell of trachea,smooth muscle cell of trachea,smooth muscle cell of trachea,tracheobronchial smooth muscle cell,smooth muscle cell of trachea,smooth muscle cell of trachea,smooth muscle cell of trachea,smooth muscle cell of trachea,7,smooth muscle cell of trachea,8,smooth muscle cell of trachea
+F3.MAA001865.3_38_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+F4.D042475.3_9_M.1.1-1-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
+F5.MAA001865.3_38_F.1.1-1-1,T cell,T cell,T cell,T cell,mature T cell,T cell,T cell,T cell,T cell,8,T cell,8,T cell
+F9.D042475.3_9_M.1.1-1-1,T cell,T cell,T cell,T cell,mature T cell,T cell,T cell,T cell,T cell,8,T cell,8,T cell
+G15.D042474.3_8_M.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,fibroblast,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,7,chondrocyte,7,collagen secreting cell
+G16.D042474.3_8_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+G17.D042474.3_8_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+G18.D042475.3_9_M.1.1-1-1,mucus secreting cell,mucus secreting cell,mucus secreting cell,mucus secreting cell,mucous cell of stomach,mucus secreting cell,mucus secreting cell,mucus secreting cell,mucus secreting cell,8,mucus secreting cell,8,mucus secreting cell
+G2.MAA001867.3_39_F.1.1-1-1,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal cell of epithelium of bronchus,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,8,basal epithelial cell of tracheobronchial tree,8,basal epithelial cell of tracheobronchial tree
+G3.D042475.3_9_M.1.1-1-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
+G4.MAA001867.3_39_F.1.1-1-1,mucus secreting cell,mucus secreting cell,mucus secreting cell,basal epithelial cell of tracheobronchial tree,mucous cell of stomach,basal epithelial cell of tracheobronchial tree,mucus secreting cell,mucus secreting cell,mucus secreting cell,6,mucus secreting cell,6,mucus secreting cell
+G5.MAA000496.3_10_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+G5.MAA001867.3_39_F.1.1-1-1,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal cell of epithelium of bronchus,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,8,basal epithelial cell of tracheobronchial tree,8,basal epithelial cell of tracheobronchial tree
+G8.MAA000496.3_10_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+H13.D042475.3_9_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+H14.MAA000496.3_10_M.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,chondrocyte,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,8,chondrocyte,8,collagen secreting cell
+H15.D042475.3_9_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+H16.MAA001867.3_39_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+H17.D042475.3_9_M.1.1-1-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
+H18.MAA000496.3_10_M.1.1-1-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
+H18.MAA001867.3_39_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+H20.D042475.3_9_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+H3.MAA001865.3_38_F.1.1-1-1,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal cell of epithelium of bronchus,mucus secreting cell,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,7,basal epithelial cell of tracheobronchial tree,7,basal epithelial cell of tracheobronchial tree
+H6.MAA001865.3_38_F.1.1-1-1,mucus secreting cell,mucus secreting cell,mucus secreting cell,mucus secreting cell,mucous cell of stomach,mucus secreting cell,mucus secreting cell,mucus secreting cell,mucus secreting cell,8,mucus secreting cell,8,mucus secreting cell
+H7.D042474.3_8_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+H7.D042475.3_9_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+H8.MAA000496.3_10_M.1.1-1-1,chondrocyte,chondrocyte,fibroblast,fibroblast,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,6,chondrocyte,6,collagen secreting cell
+I13.MAA001867.3_39_F.1.1-1-1,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal cell of epithelium of bronchus,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,basal epithelial cell of tracheobronchial tree,8,basal epithelial cell of tracheobronchial tree,8,basal epithelial cell of tracheobronchial tree
+I14.MAA000496.3_10_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+I2.MAA001865.3_38_F.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,chondrocyte,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,8,chondrocyte,8,collagen secreting cell
+I21.MAA001865.3_38_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+I6.D042475.3_9_M.1.1-1-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
+I8.MAA001867.3_39_F.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,chondrocyte,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,8,chondrocyte,8,collagen secreting cell
+J1.D042475.3_9_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
+J11.MAA001867.3_39_F.1.1-1-1,T cell,T cell,T cell,T cell,mature T cell,T cell,T cell,T cell,T cell,8,T cell,8,T cell
+J13.MAA001865.3_38_F.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+J14.MAA001867.3_39_F.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,articular chondrocyte,fibroblast,fibroblast,fibroblast,fibroblast,7,fibroblast,8,fibroblast
+J16.D042475.3_9_M.1.1-1-1,mucus secreting cell,mucus secreting cell,mucus secreting cell,basal epithelial cell of tracheobronchial tree,mucous cell of stomach,mucus secreting cell,mucus secreting cell,mucus secreting cell,mucus secreting cell,7,mucus secreting cell,7,mucus secreting cell
+J17.MAA001867.3_39_F.1.1-1-1,chondrocyte,chondrocyte,chondrocyte,chondrocyte,articular chondrocyte,chondrocyte,chondrocyte,chondrocyte,chondrocyte,8,chondrocyte,8,collagen secreting cell
+J20.D042475.3_9_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+J22.D042474.3_8_M.1.1-1-1,fibroblast,fibroblast,fibroblast,fibroblast,fibroblast of the conjunctiva,fibroblast,fibroblast,fibroblast,fibroblast,8,fibroblast,8,fibroblast
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