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@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 OnClass.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
 popv_output/predictions.csv filter=lfs diff=lfs merge=lfs -text
 minified_ref_adata.h5ad filter=lfs diff=lfs merge=lfs -text
+OnClass.meta 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| B cell | 11660 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| CD4-positive, alpha-beta T cell | 9698 | 0.56 | 0.79 | 0.82 | 0.73 | 0.00 | 0.59 | 0.43 | 0.51 | 0.79 |\n| fibroblast | 8490 | 0.79 | 0.80 | 0.94 | 0.70 | 0.00 | 0.64 | 0.70 | 0.66 | 0.89 |\n| CD8-positive, alpha-beta T cell | 7669 | 0.73 | 0.78 | 0.81 | 0.74 | 0.00 | 0.74 | 0.58 | 0.61 | 0.80 |\n| neutrophil | 6857 | 0.95 | 0.97 | 0.97 | 0.97 | 0.00 | 0.94 | 0.95 | 0.93 | 0.98 |\n| macrophage | 6769 | 0.79 | 0.84 | 0.93 | 0.81 | 0.00 | 0.74 | 0.74 | 0.70 | 0.89 |\n| stromal cell of ovary | 3561 | 0.95 | 0.94 | 0.91 | 0.68 | 0.00 | 0.39 | 0.96 | 0.92 | 0.98 |\n| endothelial cell | 3306 | 0.69 | 0.73 | 0.91 | 0.62 | 0.00 | 0.54 | 0.65 | 0.63 | 0.83 |\n| basal cell | 3386 | 0.89 | 0.86 | 0.89 | 0.68 | 0.00 | 0.63 | 0.85 | 0.82 | 0.93 |\n| plasma cell | 2769 | 0.98 | 0.98 | 0.97 | 0.97 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |\n| bladder urothelial cell | 2725 | 0.99 | 0.97 | 0.97 | 0.65 | 0.00 | 0.60 | 0.98 | 0.96 | 0.99 |\n| monocyte | 2546 | 0.43 | 0.41 | 0.77 | 0.47 | 0.00 | 0.26 | 0.50 | 0.52 | 0.59 |\n| mesenchymal stem cell | 2373 | 0.89 | 0.81 | 0.90 | 0.40 | 0.00 | 0.10 | 0.90 | 0.81 | 0.91 |\n| smooth muscle cell | 1899 | 0.72 | 0.69 | 0.88 | 0.69 | 0.00 | 0.64 | 0.73 | 0.72 | 0.81 |\n| classical monocyte | 1761 | 0.59 | 0.62 | 0.75 | 0.43 | 0.00 | 0.57 | 0.59 | 0.64 | 0.71 |\n| luminal epithelial cell of mammary gland | 1527 | 0.98 | 0.08 | 0.96 | 0.72 | 0.00 | 0.60 | 0.98 | 0.96 | 0.99 |\n| capillary endothelial cell | 1503 | 0.69 | 0.65 | 0.88 | 0.53 | 0.00 | 0.55 | 0.67 | 0.65 | 0.78 |\n| erythrocyte | 1475 | 0.97 | 0.96 | 0.95 | 0.96 | 0.00 | 0.96 | 0.95 | 0.96 | 0.97 |\n| natural killer cell | 1495 | 0.72 | 0.75 | 0.75 | 0.67 | 0.00 | 0.73 | 0.67 | 0.70 | 0.75 |\n| enterocyte of epithelium proper of duodenum | 1351 | 0.91 | 0.49 | 0.81 | 0.41 | 0.00 | 0.34 | 0.90 | 0.89 | 0.94 |\n| stratified squamous epithelial cell | 1234 | 0.84 | 0.78 | 0.87 | 0.71 | 0.00 | 0.68 | 0.84 | 0.82 | 0.88 |\n| acinar cell of salivary gland | 1210 | 0.95 | 0.85 | 0.94 | 0.61 | 0.00 | 0.43 | 0.95 | 0.93 | 0.97 |\n| pulmonary alveolar type 2 cell | 1212 | 0.97 | 0.96 | 0.97 | 0.83 | 0.00 | 0.91 | 0.97 | 0.96 | 0.98 |\n| conjunctival epithelial cell | 1173 | 0.92 | 0.76 | 0.85 | 0.51 | 0.00 | 0.31 | 0.94 | 0.90 | 0.95 |\n| pericyte | 1110 | 0.64 | 0.58 | 0.84 | 0.53 | 0.00 | 0.55 | 0.67 | 0.66 | 0.75 |\n| luminal cell of prostate epithelium | 1066 | 0.90 | 0.85 | 0.92 | 0.76 | 0.00 | 0.65 | 0.94 | 0.91 | 0.95 |\n| cardiac endothelial cell | 940 | 0.94 | 0.91 | 0.92 | 0.47 | 0.00 | 0.20 | 0.95 | 0.88 | 0.97 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 970 | 0.21 | 0.04 | 0.32 | 0.06 | 0.00 | 0.22 | 0.22 | 0.28 | 0.29 |\n| kidney epithelial cell | 954 | 0.99 | 0.89 | 0.94 | 0.52 | 0.00 | 0.02 | 0.99 | 0.98 | 0.99 |\n| hepatocyte | 764 | 1.00 | 0.99 | 0.95 | 0.64 | 0.00 | 0.70 | 0.99 | 0.96 | 0.99 |\n| blood vessel smooth muscle cell | 630 | 0.73 | 0.49 | 0.89 | 0.42 | 0.00 | 0.21 | 0.89 | 0.76 | 0.91 |\n| enterocyte of epithelium proper of ileum | 640 | 0.97 | 0.01 | 0.79 | 0.36 | 0.00 | 0.02 | 0.98 | 0.95 | 0.97 |\n| T cell | 645 | 0.47 | 0.22 | 0.57 | 0.08 | 0.00 | 0.24 | 0.39 | 0.38 | 0.56 |\n| mast cell | 582 | 0.88 | 0.85 | 0.96 | 0.83 | 0.00 | 0.91 | 0.91 | 0.87 | 0.93 |\n| skeletal muscle satellite stem cell | 589 | 0.96 | 0.94 | 0.96 | 0.80 | 0.00 | 0.81 | 0.95 | 0.91 | 0.97 |\n| regular atrial cardiac myocyte | 555 | 0.83 | 0.81 | 0.82 | 0.28 | 0.00 | 0.09 | 0.91 | 0.91 | 0.94 |\n| pancreatic acinar cell | 560 | 0.95 | 0.26 | 0.93 | 0.55 | 0.00 | 0.45 | 0.98 | 0.96 | 0.98 |\n| intermediate monocyte | 535 | 0.38 | 0.13 | 0.55 | 0.20 | 0.00 | 0.20 | 0.35 | 0.44 | 0.51 |\n| mature NK T cell | 547 | 0.37 | 0.42 | 0.54 | 0.35 | 0.00 | 0.45 | 0.35 | 0.43 | 0.55 |\n| mononuclear phagocyte | 460 | 0.39 | 0.00 | 0.92 | 0.14 | 0.00 | 0.01 | 0.63 | 0.48 | 0.59 |\n| fibroblast of breast | 499 | 0.81 | 0.00 | 0.98 | 0.20 | 0.00 | 0.42 | 0.84 | 0.70 | 0.94 |\n| vascular associated smooth muscle cell | 478 | 0.66 | 0.06 | 0.76 | 0.22 | 0.00 | 0.39 | 0.59 | 0.61 | 0.69 |\n| vein endothelial cell | 461 | 0.42 | 0.15 | 0.74 | 0.23 | 0.00 | 0.32 | 0.46 | 0.43 | 0.59 |\n| CD4-positive, alpha-beta thymocyte | 457 | 0.39 | 0.00 | 0.57 | 0.24 | 0.00 | 0.36 | 0.34 | 0.32 | 0.61 |\n| enterocyte of epithelium of large intestine | 426 | 0.77 | 0.28 | 0.56 | 0.42 | 0.00 | 0.22 | 0.78 | 0.83 | 0.79 |\n| myofibroblast cell | 429 | 0.60 | 0.25 | 0.82 | 0.46 | 0.00 | 0.41 | 0.61 | 0.58 | 0.77 |\n| thymic fibroblast type 2 | 439 | 0.57 | 0.00 | 0.70 | 0.15 | 0.00 | 0.12 | 0.68 | 0.55 | 0.63 |\n| corneal epithelial cell | 393 | 0.90 | 0.01 | 0.92 | 0.81 | 0.00 | 0.89 | 0.96 | 0.93 | 0.96 |\n| spermatid | 412 | 0.96 | 0.00 | 0.96 | 0.83 | 0.00 | 0.97 | 0.98 | 0.96 | 0.98 |\n| duct epithelial cell | 356 | 0.83 | 0.59 | 0.85 | 0.56 | 0.00 | 0.48 | 0.86 | 0.77 | 0.89 |\n| mesenchymal stem cell of adipose tissue | 344 | 0.26 | 0.01 | 0.65 | 0.38 | 0.00 | 0.22 | 0.29 | 0.33 | 0.52 |\n| basal cell of prostate epithelium | 350 | 0.73 | 0.14 | 0.89 | 0.41 | 0.00 | 0.60 | 0.88 | 0.72 | 0.86 |\n| endothelial cell of artery | 362 | 0.52 | 0.45 | 0.78 | 0.46 | 0.00 | 0.57 | 0.63 | 0.55 | 0.76 |\n| stromal cell | 340 | 0.60 | 0.03 | 0.47 | 0.43 | 0.00 | 0.26 | 0.77 | 0.69 | 0.86 |\n| thymic fibroblast type 1 | 333 | 0.29 | 0.01 | 0.84 | 0.22 | 0.00 | 0.04 | 0.66 | 0.43 | 0.49 |\n| pulmonary alveolar type 1 cell | 314 | 0.95 | 0.95 | 0.96 | 0.88 | 0.00 | 0.94 | 0.97 | 0.94 | 0.97 |\n| spermatocyte | 298 | 0.89 | 0.00 | 0.94 | 0.46 | 0.00 | 0.68 | 0.97 | 0.96 | 0.96 |\n| pancreatic ductal cell | 271 | 0.87 | 0.52 | 0.90 | 0.67 | 0.00 | 0.43 | 0.96 | 0.94 | 0.96 |\n| regulatory T cell | 279 | 0.07 | 0.01 | 0.26 | 0.08 | 0.00 | 0.22 | 0.30 | 0.34 | 0.35 |\n| ventricular cardiac muscle cell | 241 | 0.34 | 0.03 | 0.75 | 0.32 | 0.00 | 0.46 | 0.82 | 0.81 | 0.86 |\n| endothelial cell of lymphatic vessel | 250 | 0.69 | 0.57 | 0.87 | 0.57 | 0.00 | 0.60 | 0.60 | 0.62 | 0.72 |\n| hematopoietic precursor cell | 221 | 0.63 | 0.68 | 0.73 | 0.61 | 0.00 | 0.46 | 0.59 | 0.59 | 0.76 |\n| retinal blood vessel endothelial cell | 221 | 0.22 | 0.00 | 0.77 | 0.17 | 0.00 | 0.00 | 0.61 | 0.50 | 0.56 |\n| small intestine goblet cell | 220 | 0.85 | 0.66 | 0.90 | 0.71 | 0.00 | 0.47 | 0.90 | 0.85 | 0.90 |\n| gamma-delta T cell | 168 | 0.20 | 0.15 | 0.66 | 0.11 | 0.00 | 0.37 | 0.62 | 0.45 | 0.65 |\n| fibroblast of cardiac tissue | 183 | 0.94 | 0.49 | 0.93 | 0.07 | 0.00 | 0.21 | 0.71 | 0.64 | 0.93 |\n| paneth cell of epithelium of small intestine | 178 | 0.51 | 0.49 | 0.71 | 0.17 | 0.00 | 0.31 | 0.59 | 0.61 | 0.77 |\n| club cell | 162 | 0.81 | 0.75 | 0.85 | 0.57 | 0.00 | 0.71 | 0.78 | 0.70 | 0.86 |\n| intestinal crypt stem cell of colon | 171 | 0.76 | 0.61 | 0.55 | 0.36 | 0.00 | 0.16 | 0.85 | 0.80 | 0.85 |\n| progenitor cell of mammary luminal epithelium | 174 | 0.99 | 0.00 | 0.96 | 0.94 | 0.00 | 0.92 | 0.96 | 0.93 | 0.99 |\n| epithelial cell | 173 | 0.91 | 0.67 | 0.94 | 0.44 | 0.00 | 0.45 | 0.92 | 0.90 | 0.91 |\n| basophil | 162 | 0.42 | 0.07 | 0.94 | 0.35 | 0.00 | 0.77 | 0.77 | 0.69 | 0.83 |\n| large intestine goblet cell | 142 | 0.88 | 0.71 | 0.85 | 0.51 | 0.00 | 0.45 | 0.94 | 0.86 | 0.91 |\n| eye photoreceptor cell | 143 | 0.88 | 0.88 | 0.92 | 0.87 | 0.00 | 0.90 | 0.97 | 0.94 | 0.95 |\n| epithelial cell of uterus | 150 | 0.93 | 0.43 | 0.91 | 0.30 | 0.00 | 0.50 | 0.88 | 0.82 | 0.95 |\n| enterocyte of epithelium proper of small intestine | 136 | 0.38 | 0.00 | 0.59 | 0.29 | 0.00 | 0.01 | 0.60 | 0.55 | 0.72 |\n| tissue-resident macrophage | 118 | 0.60 | 0.00 | 0.78 | 0.32 | 0.00 | 0.20 | 0.48 | 0.46 | 0.71 |\n| acinar cell | 141 | 0.80 | 0.60 | 0.83 | 0.75 | 0.00 | 0.79 | 0.89 | 0.88 | 0.90 |\n| non-classical monocyte | 136 | 0.29 | 0.28 | 0.27 | 0.07 | 0.00 | 0.22 | 0.27 | 0.34 | 0.43 |\n| lung ciliated cell | 131 | 0.78 | 0.58 | 0.98 | 0.74 | 0.00 | 0.91 | 0.96 | 0.89 | 0.96 |\n| activated CD8-positive, alpha-beta T cell | 109 | 0.35 | 0.00 | 0.72 | 0.02 | 0.00 | 0.04 | 0.29 | 0.28 | 0.38 |\n| alveolar adventitial fibroblast | 111 | 0.72 | 0.05 | 0.89 | 0.21 | 0.00 | 0.57 | 0.54 | 0.73 | 0.85 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 118 | 0.15 | 0.00 | 0.39 | 0.07 | 0.00 | 0.15 | 0.14 | 0.12 | 0.33 |\n| adventitial cell | 106 | 0.13 | 0.00 | 0.74 | 0.12 | 0.00 | 0.31 | 0.28 | 0.29 | 0.62 |\n| respiratory goblet cell | 105 | 0.48 | 0.57 | 0.81 | 0.47 | 0.00 | 0.55 | 0.60 | 0.58 | 0.77 |\n| theca cell | 101 | 0.63 | 0.08 | 0.80 | 0.34 | 0.00 | 0.70 | 0.77 | 0.58 | 0.81 |\n| myeloid leukocyte | 93 | 0.17 | 0.00 | 0.73 | 0.14 | 0.00 | 0.19 | 0.23 | 0.14 | 0.54 |\n| keratocyte | 103 | 0.30 | 0.00 | 0.56 | 0.06 | 0.00 | 0.14 | 0.52 | 0.38 | 0.35 |\n| enteroglial cell | 89 | 0.84 | 0.69 | 0.94 | 0.80 | 0.00 | 0.75 | 0.96 | 0.83 | 0.86 |\n| erythroid progenitor cell | 92 | 0.59 | 0.59 | 0.69 | 0.61 | 0.00 | 0.52 | 0.65 | 0.65 | 0.70 |\n| innate lymphoid cell | 90 | 0.17 | 0.18 | 0.34 | 0.31 | 0.00 | 0.22 | 0.19 | 0.19 | 0.37 |\n| myometrial cell | 86 | 0.78 | 0.00 | 0.78 | 0.15 | 0.00 | 0.21 | 0.64 | 0.53 | 0.80 |\n| endothelial cell of vascular tree | 90 | 0.45 | 0.15 | 0.54 | 0.54 | 0.00 | 0.21 | 0.50 | 0.46 | 0.68 |\n| hematopoietic stem cell | 91 | 0.74 | 0.65 | 0.77 | 0.72 | 0.00 | 0.64 | 0.79 | 0.79 | 0.85 |\n| salivary gland cell | 88 | 0.54 | 0.00 | 0.89 | 0.57 | 0.00 | 0.67 | 0.54 | 0.58 | 0.88 |\n| granulocyte | 76 | 0.23 | 0.03 | 0.50 | 0.35 | 0.00 | 0.15 | 0.24 | 0.19 | 0.47 |\n| CD8-positive, alpha-beta thymocyte | 72 | 0.24 | 0.00 | 0.39 | 0.17 | 0.00 | 0.18 | 0.24 | 0.25 | 0.44 |\n| ciliated columnar cell of tracheobronchial tree | 61 | 0.19 | 0.28 | 0.96 | 0.52 | 0.00 | 0.78 | 0.90 | 0.83 | 0.96 |\n| intrahepatic cholangiocyte | 49 | 0.99 | 0.05 | 0.95 | 0.27 | 0.00 | 0.55 | 0.97 | 0.87 | 0.99 |\n| mural cell | 73 | 0.35 | 0.10 | 0.86 | 0.13 | 0.00 | 0.31 | 0.61 | 0.54 | 0.78 |\n| intestinal crypt stem cell of small intestine | 56 | 0.24 | 0.27 | 0.32 | 0.16 | 0.00 | 0.04 | 0.34 | 0.39 | 0.47 |\n| activated CD4-positive, alpha-beta T cell | 77 | 0.04 | 0.00 | 0.32 | 0.00 | 0.00 | 0.14 | 0.13 | 0.13 | 0.28 |\n| myeloid dendritic cell | 46 | 0.14 | 0.15 | 0.41 | 0.22 | 0.00 | 0.11 | 0.16 | 0.12 | 0.23 |\n| Mueller cell | 47 | 0.54 | 0.34 | 0.59 | 0.64 | 0.00 | 0.72 | 0.88 | 0.72 | 0.82 |\n| fast muscle cell | 52 | 0.71 | 0.56 | 0.93 | 0.74 | 0.00 | 0.88 | 0.81 | 0.81 | 0.93 |\n| platelet | 37 | 0.91 | 0.90 | 0.95 | 0.83 | 0.00 | 0.70 | 0.90 | 0.69 | 0.93 |\n| myoepithelial cell | 41 | 0.76 | 0.41 | 0.72 | 0.43 | 0.00 | 0.38 | 0.62 | 0.38 | 0.89 |\n| common myeloid progenitor | 53 | 0.54 | 0.46 | 0.76 | 0.30 | 0.00 | 0.38 | 0.62 | 0.68 | 0.66 |\n| thymocyte | 42 | 0.00 | 0.00 | 0.33 | 0.33 | 0.00 | 0.39 | 0.33 | 0.21 | 0.67 |\n| intestinal tuft cell | 26 | 0.68 | 0.58 | 0.92 | 0.58 | 0.00 | 0.59 | 0.96 | 0.81 | 0.88 |\n| pancreatic stellate cell | 44 | 0.00 | 0.00 | 0.88 | 0.33 | 0.00 | 0.00 | 0.54 | 0.31 | 0.78 |\n| tendon cell | 35 | 0.43 | 0.00 | 0.52 | 0.44 | 0.00 | 0.30 | 0.45 | 0.21 | 0.67 |\n| microglial cell | 41 | 0.07 | 0.00 | 0.53 | 0.12 | 0.00 | 0.15 | 0.20 | 0.15 | 0.34 |\n| muscle cell | 47 | 0.71 | 0.00 | 0.95 | 0.74 | 0.00 | 0.91 | 0.80 | 0.84 | 0.95 |\n| enterocyte of epithelium proper of jejunum | 52 | 0.00 | 0.00 | 0.20 | 0.27 | 0.00 | 0.11 | 0.55 | 0.37 | 0.63 |\n| mesothelial cell | 34 | 0.67 | 0.65 | 0.86 | 0.75 | 0.00 | 0.41 | 0.44 | 0.72 | 0.72 |\n| colon endothelial cell | 43 | 0.05 | 0.05 | 0.68 | 0.07 | 0.00 | 0.21 | 0.26 | 0.33 | 0.46 |\n| colon macrophage | 35 | 0.19 | 0.00 | 0.76 | 0.04 | 0.00 | 0.03 | 0.24 | 0.18 | 0.57 |\n| serous cell of epithelium of trachea | 27 | 0.37 | 0.00 | 0.79 | 0.25 | 0.00 | 0.10 | 0.38 | 0.39 | 0.76 |\n| ciliated epithelial cell | 34 | 0.90 | 0.00 | 0.96 | 0.48 | 0.00 | 0.85 | 0.96 | 0.86 | 0.94 |\n| Schwann cell | 28 | 0.73 | 0.56 | 0.60 | 0.42 | 0.00 | 0.46 | 0.61 | 0.55 | 0.74 |\n| supporting cell of vestibular epithelium | 31 | 0.86 | 0.12 | 0.52 | 0.64 | 0.00 | 0.36 | 0.98 | 0.77 | 0.94 |\n| mucus secreting cell | 24 | 0.57 | 0.11 | 0.78 | 0.21 | 0.00 | 0.22 | 0.62 | 0.55 | 0.78 |\n| enteroendocrine cell of small intestine | 25 | 0.64 | 0.10 | 0.78 | 0.55 | 0.00 | 0.67 | 0.86 | 0.68 | 0.78 |\n| ovarian surface epithelial cell | 19 | 0.55 | 0.33 | 0.80 | 0.60 | 0.00 | 0.17 | 0.84 | 0.61 | 0.89 |\n| transit amplifying cell of colon | 23 | 0.56 | 0.35 | 0.46 | 0.13 | 0.00 | 0.06 | 0.53 | 0.42 | 0.67 |\n| glandular epithelial cell | 26 | 0.67 | 0.11 | 0.67 | 0.21 | 0.00 | 0.59 | 0.98 | 0.62 | 0.89 |\n| melanocyte | 24 | 0.75 | 0.51 | 0.70 | 0.36 | 0.00 | 0.53 | 0.81 | 0.57 | 0.94 |\n| tracheal goblet cell | 20 | 0.00 | 0.19 | 0.58 | 0.67 | 0.00 | 0.40 | 0.75 | 0.63 | 0.74 |\n| hepatic stellate cell | 26 | 0.36 | 0.00 | 0.71 | 0.13 | 0.00 | 0.15 | 0.54 | 0.38 | 0.69 |\n| bronchial smooth muscle cell | 26 | 0.00 | 0.00 | 0.56 | 0.11 | 0.00 | 0.33 | 0.35 | 0.33 | 0.53 |\n| paneth cell of colon | 21 | 0.58 | 0.29 | 0.50 | 0.41 | 0.00 | 0.18 | 0.77 | 0.34 | 0.88 |\n| tongue muscle cell | 18 | 0.50 | 0.00 | 0.81 | 0.31 | 0.00 | 0.36 | 0.58 | 0.32 | 0.77 |\n| leukocyte | 28 | 0.16 | 0.07 | 0.19 | 0.00 | 0.00 | 0.00 | 0.14 | 0.11 | 0.21 |\n| tuft cell of colon | 32 | 0.00 | 0.00 | 0.72 | 0.37 | 0.00 | 0.70 | 0.89 | 0.83 | 0.85 |\n| slow muscle cell | 19 | 0.70 | 0.25 | 0.73 | 0.40 | 0.00 | 0.64 | 0.76 | 0.73 | 0.80 |\n| ionocyte | 13 | 0.52 | 0.18 | 0.76 | 0.46 | 0.00 | 0.06 | 0.81 | 0.67 | 0.86 |\n| connective tissue cell | 20 | 0.00 | 0.00 | 0.95 | 0.00 | 0.00 | 0.00 | 0.56 | 0.24 | 0.69 |\n| neuro-medullary thymic epithelial cell | 12 | 0.34 | 0.35 | 0.73 | 0.36 | 0.00 | 0.25 | 0.38 | 0.35 | 0.46 |\n| sebum secreting cell | 18 | 0.00 | 0.02 | 0.77 | 0.16 | 0.00 | 0.12 | 0.81 | 0.58 | 0.83 |\n| endothelial cell of arteriole | 11 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.26 | 0.42 | 0.32 | 0.62 |\n| male germ cell | 12 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.21 | 0.96 | 0.81 | 0.96 |\n| type B pancreatic cell | 10 | 0.80 | 0.00 | 0.84 | 0.86 | 0.00 | 0.74 | 0.95 | 0.86 | 0.95 |\n| hematopoietic cell | 10 | 0.00 | 0.00 | 0.53 | 0.00 | 0.00 | 0.18 | 0.62 | 0.42 | 0.86 |\n| plasmacytoid dendritic cell | 5 | 0.13 | 0.29 | 0.33 | 0.22 | 0.00 | 0.06 | 0.35 | 0.17 | 0.35 |\n| neuron | 4 | 0.00 | 0.00 | 0.89 | 0.21 | 0.00 | 0.29 | 0.44 | 0.46 | 0.89 |\n| myeloid cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.22 | 0.10 | 0.25 |\n| myo-medullary thymic epithelial cell | 3 | 0.33 | 0.00 | 0.80 | 0.33 | 0.00 | 0.44 | 0.57 | 0.40 | 0.67 |\n| Langerhans cell | 10 | 0.00 | 0.00 | 0.67 | 0.25 | 0.00 | 0.42 | 0.32 | 0.34 | 0.63 |\n| interstitial cell of Cajal | 7 | 0.00 | 0.00 | 1.00 | 0.15 | 0.00 | 0.00 | 0.70 | 0.56 | 0.86 |\n| retinal pigment epithelial cell | 6 | 0.92 | 0.00 | 0.50 | 0.80 | 0.00 | 0.92 | 1.00 | 0.92 | 1.00 |\n| peritubular myoid cell | 8 | 0.32 | 0.00 | 0.55 | 0.00 | 0.00 | 0.00 | 0.35 | 0.35 | 0.43 |\n| spermatogonium | 10 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.25 | 0.82 | 0.86 | 0.75 |\n| retinal bipolar neuron | 10 | 0.00 | 0.18 | 0.46 | 0.40 | 0.00 | 0.26 | 0.76 | 0.67 | 0.67 |\n| endothelial cell of venule | 7 | 0.00 | 0.00 | 0.73 | 0.00 | 0.00 | 0.00 | 0.73 | 0.30 | 0.00 |\n| vestibular dark cell | 5 | 0.00 | 0.00 | 0.33 | 0.20 | 0.00 | 0.09 | 1.00 | 0.73 | 0.80 |\n| pancreatic A cell | 2 | 0.67 | 0.00 | 0.67 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| type L enteroendocrine cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 1.00 | 0.44 | 0.40 |\n| medullary thymic epithelial cell | 3 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.03 | 1.00 | 0.67 | 0.50 |\n| adipocyte | 2 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.20 | 0.22 | 0.12 | 0.29 |\n| transit amplifying cell of small intestine | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| taste receptor cell | 3 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.07 | 0.50 | 0.09 | 0.80 |\n| enterochromaffin-like cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.40 | 0.00 |\n| enteroendocrine cell | 4 | 0.00 | 0.33 | 1.00 | 0.57 | 0.00 | 0.55 | 0.89 | 0.44 | 0.89 |\n| pulmonary ionocyte | 2 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.21 | 1.00 | 1.00 | 1.00 |\n| glial cell | 1 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.10 | 0.40 | 0.15 | 0.67 |\n| oocyte | 5 | 0.00 | 0.04 | 0.89 | 0.89 | 0.00 | 0.71 | 1.00 | 1.00 | 1.00 |\n| serous cell of epithelium of bronchus | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| radial glial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| Leydig cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.00 |\n| pancreatic D cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| T follicular helper cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| retina horizontal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| erythroid lineage cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pancreatic PP cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| epithelial fate stem cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mesenchymal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
-    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| B cell | 102833 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| CD4-positive, alpha-beta T cell | 87430 | 0.57 | 0.78 | 0.87 | 0.83 | 0.00 | 0.57 | 0.45 | 0.52 | 0.82 |\n| fibroblast | 74840 | 0.79 | 0.74 | 0.97 | 0.85 | 0.00 | 0.86 | 0.70 | 0.66 | 0.93 |\n| CD8-positive, alpha-beta T cell | 68607 | 0.73 | 0.77 | 0.87 | 0.82 | 0.00 | 0.72 | 0.59 | 0.62 | 0.82 |\n| neutrophil | 62682 | 0.95 | 0.97 | 0.98 | 0.98 | 0.00 | 0.94 | 0.95 | 0.93 | 0.98 |\n| macrophage | 62296 | 0.79 | 0.83 | 0.95 | 0.87 | 0.00 | 0.77 | 0.75 | 0.70 | 0.91 |\n| stromal cell of ovary | 31442 | 0.95 | 0.67 | 0.94 | 0.89 | 0.00 | 0.95 | 0.96 | 0.92 | 0.99 |\n| endothelial cell | 30391 | 0.70 | 0.69 | 0.96 | 0.82 | 0.00 | 0.81 | 0.66 | 0.65 | 0.91 |\n| basal cell | 30140 | 0.88 | 0.80 | 0.94 | 0.81 | 0.00 | 0.84 | 0.85 | 0.83 | 0.94 |\n| plasma cell | 24580 | 0.98 | 0.97 | 0.98 | 0.97 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |\n| bladder urothelial cell | 24516 | 0.98 | 0.96 | 0.98 | 0.78 | 0.00 | 0.95 | 0.98 | 0.97 | 0.99 |\n| monocyte | 23207 | 0.44 | 0.31 | 0.86 | 0.73 | 0.00 | 0.59 | 0.51 | 0.53 | 0.72 |\n| mesenchymal stem cell | 21124 | 0.89 | 0.73 | 0.95 | 0.72 | 0.00 | 0.94 | 0.91 | 0.82 | 0.95 |\n| smooth muscle cell | 16525 | 0.73 | 0.64 | 0.93 | 0.85 | 0.00 | 0.84 | 0.75 | 0.75 | 0.88 |\n| classical monocyte | 16439 | 0.58 | 0.55 | 0.84 | 0.74 | 0.00 | 0.71 | 0.59 | 0.65 | 0.77 |\n| luminal epithelial cell of mammary gland | 13905 | 0.98 | 0.00 | 0.98 | 0.85 | 0.00 | 0.96 | 0.98 | 0.96 | 0.99 |\n| capillary endothelial cell | 13793 | 0.70 | 0.54 | 0.93 | 0.78 | 0.00 | 0.76 | 0.69 | 0.68 | 0.85 |\n| erythrocyte | 13136 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.97 | 0.96 | 0.96 | 0.97 |\n| natural killer cell | 12736 | 0.72 | 0.73 | 0.83 | 0.80 | 0.00 | 0.72 | 0.68 | 0.70 | 0.77 |\n| enterocyte of epithelium proper of duodenum | 12144 | 0.91 | 0.00 | 0.88 | 0.75 | 0.00 | 0.94 | 0.91 | 0.89 | 0.96 |\n| stratified squamous epithelial cell | 11080 | 0.84 | 0.72 | 0.93 | 0.83 | 0.00 | 0.83 | 0.85 | 0.82 | 0.90 |\n| acinar cell of salivary gland | 11027 | 0.95 | 0.74 | 0.97 | 0.80 | 0.00 | 0.95 | 0.95 | 0.93 | 0.98 |\n| pulmonary alveolar type 2 cell | 10382 | 0.97 | 0.96 | 0.99 | 0.89 | 0.00 | 0.96 | 0.97 | 0.96 | 0.98 |\n| conjunctival epithelial cell | 9912 | 0.91 | 0.70 | 0.91 | 0.71 | 0.00 | 0.91 | 0.94 | 0.90 | 0.96 |\n| pericyte | 9774 | 0.64 | 0.49 | 0.90 | 0.77 | 0.00 | 0.72 | 0.69 | 0.67 | 0.81 |\n| luminal cell of prostate epithelium | 9586 | 0.91 | 0.68 | 0.96 | 0.86 | 0.00 | 0.93 | 0.94 | 0.92 | 0.95 |\n| cardiac endothelial cell | 9147 | 0.94 | 0.80 | 0.98 | 0.83 | 0.00 | 0.97 | 0.95 | 0.88 | 0.98 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 8856 | 0.21 | 0.02 | 0.51 | 0.32 | 0.00 | 0.28 | 0.24 | 0.30 | 0.39 |\n| kidney epithelial cell | 8324 | 0.98 | 0.22 | 0.97 | 0.79 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| hepatocyte | 6650 | 1.00 | 0.98 | 0.98 | 0.89 | 0.00 | 0.97 | 0.99 | 0.98 | 1.00 |\n| blood vessel smooth muscle cell | 6012 | 0.73 | 0.20 | 0.95 | 0.87 | 0.00 | 0.94 | 0.90 | 0.79 | 0.95 |\n| enterocyte of epithelium proper of ileum | 5837 | 0.97 | 0.00 | 0.86 | 0.67 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |\n| T cell | 5644 | 0.47 | 0.17 | 0.70 | 0.41 | 0.00 | 0.45 | 0.40 | 0.38 | 0.64 |\n| mast cell | 5639 | 0.87 | 0.84 | 0.97 | 0.94 | 0.00 | 0.95 | 0.92 | 0.88 | 0.95 |\n| skeletal muscle satellite stem cell | 5579 | 0.95 | 0.92 | 0.98 | 0.92 | 0.00 | 0.96 | 0.95 | 0.91 | 0.97 |\n| regular atrial cardiac myocyte | 5261 | 0.82 | 0.62 | 0.91 | 0.75 | 0.00 | 0.96 | 0.91 | 0.91 | 0.95 |\n| pancreatic acinar cell | 4921 | 0.95 | 0.01 | 0.97 | 0.83 | 0.00 | 0.91 | 0.98 | 0.96 | 0.99 |\n| intermediate monocyte | 4943 | 0.38 | 0.10 | 0.71 | 0.53 | 0.00 | 0.27 | 0.38 | 0.46 | 0.57 |\n| mature NK T cell | 4847 | 0.38 | 0.42 | 0.69 | 0.61 | 0.00 | 0.51 | 0.37 | 0.46 | 0.63 |\n| mononuclear phagocyte | 4876 | 0.42 | 0.00 | 0.96 | 0.57 | 0.00 | 0.90 | 0.68 | 0.53 | 0.91 |\n| fibroblast of breast | 4771 | 0.81 | 0.00 | 0.99 | 0.67 | 0.00 | 0.82 | 0.85 | 0.71 | 0.97 |\n| vascular associated smooth muscle cell | 4541 | 0.68 | 0.02 | 0.86 | 0.67 | 0.00 | 0.76 | 0.65 | 0.65 | 0.79 |\n| vein endothelial cell | 4236 | 0.42 | 0.09 | 0.87 | 0.60 | 0.00 | 0.55 | 0.50 | 0.49 | 0.72 |\n| CD4-positive, alpha-beta thymocyte | 4228 | 0.39 | 0.00 | 0.75 | 0.58 | 0.00 | 0.67 | 0.38 | 0.35 | 0.72 |\n| enterocyte of epithelium of large intestine | 4141 | 0.78 | 0.24 | 0.75 | 0.71 | 0.00 | 0.83 | 0.80 | 0.86 | 0.85 |\n| myofibroblast cell | 4007 | 0.64 | 0.14 | 0.91 | 0.76 | 0.00 | 0.71 | 0.63 | 0.61 | 0.86 |\n| thymic fibroblast type 2 | 3766 | 0.58 | 0.00 | 0.86 | 0.52 | 0.00 | 0.86 | 0.67 | 0.56 | 0.90 |\n| corneal epithelial cell | 3792 | 0.90 | 0.00 | 0.95 | 0.89 | 0.00 | 0.94 | 0.96 | 0.92 | 0.96 |\n| spermatid | 3597 | 0.96 | 0.00 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.96 | 0.99 |\n| duct epithelial cell | 3533 | 0.81 | 0.38 | 0.92 | 0.74 | 0.00 | 0.86 | 0.86 | 0.79 | 0.91 |\n| mesenchymal stem cell of adipose tissue | 3433 | 0.28 | 0.00 | 0.75 | 0.58 | 0.00 | 0.48 | 0.32 | 0.37 | 0.55 |\n| basal cell of prostate epithelium | 3145 | 0.73 | 0.01 | 0.93 | 0.77 | 0.00 | 0.83 | 0.88 | 0.75 | 0.88 |\n| endothelial cell of artery | 3109 | 0.47 | 0.28 | 0.84 | 0.66 | 0.00 | 0.69 | 0.63 | 0.55 | 0.79 |\n| stromal cell | 3118 | 0.61 | 0.01 | 0.70 | 0.58 | 0.00 | 0.89 | 0.79 | 0.70 | 0.93 |\n| thymic fibroblast type 1 | 2937 | 0.30 | 0.00 | 0.91 | 0.55 | 0.00 | 0.86 | 0.68 | 0.48 | 0.87 |\n| pulmonary alveolar type 1 cell | 2802 | 0.96 | 0.93 | 0.98 | 0.93 | 0.00 | 0.95 | 0.98 | 0.94 | 0.98 |\n| spermatocyte | 2772 | 0.92 | 0.00 | 0.97 | 0.93 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |\n| pancreatic ductal cell | 2448 | 0.89 | 0.13 | 0.95 | 0.83 | 0.00 | 0.87 | 0.96 | 0.94 | 0.97 |\n| regulatory T cell | 2370 | 0.10 | 0.00 | 0.41 | 0.32 | 0.00 | 0.27 | 0.33 | 0.34 | 0.49 |\n| ventricular cardiac muscle cell | 2358 | 0.30 | 0.00 | 0.81 | 0.67 | 0.00 | 0.96 | 0.83 | 0.84 | 0.88 |\n| endothelial cell of lymphatic vessel | 2188 | 0.66 | 0.46 | 0.94 | 0.76 | 0.00 | 0.76 | 0.63 | 0.64 | 0.80 |\n| hematopoietic precursor cell | 1919 | 0.63 | 0.65 | 0.84 | 0.78 | 0.00 | 0.46 | 0.60 | 0.61 | 0.78 |\n| retinal blood vessel endothelial cell | 1866 | 0.23 | 0.00 | 0.92 | 0.47 | 0.00 | 0.96 | 0.63 | 0.54 | 0.91 |\n| small intestine goblet cell | 1824 | 0.87 | 0.52 | 0.93 | 0.85 | 0.00 | 0.87 | 0.94 | 0.90 | 0.95 |\n| gamma-delta T cell | 1809 | 0.20 | 0.11 | 0.78 | 0.38 | 0.00 | 0.56 | 0.67 | 0.49 | 0.79 |\n| fibroblast of cardiac tissue | 1764 | 0.95 | 0.18 | 0.99 | 0.54 | 0.00 | 0.85 | 0.74 | 0.68 | 0.98 |\n| paneth cell of epithelium of small intestine | 1675 | 0.48 | 0.41 | 0.79 | 0.58 | 0.00 | 0.68 | 0.69 | 0.74 | 0.83 |\n| club cell | 1585 | 0.82 | 0.68 | 0.91 | 0.70 | 0.00 | 0.76 | 0.80 | 0.74 | 0.89 |\n| intestinal crypt stem cell of colon | 1561 | 0.74 | 0.46 | 0.80 | 0.62 | 0.00 | 0.76 | 0.87 | 0.85 | 0.92 |\n| progenitor cell of mammary luminal epithelium | 1520 | 0.98 | 0.00 | 0.99 | 0.97 | 0.00 | 0.94 | 0.96 | 0.93 | 0.99 |\n| epithelial cell | 1502 | 0.90 | 0.29 | 0.98 | 0.73 | 0.00 | 0.90 | 0.92 | 0.92 | 0.95 |\n| basophil | 1507 | 0.44 | 0.01 | 0.96 | 0.85 | 0.00 | 0.86 | 0.80 | 0.69 | 0.92 |\n| large intestine goblet cell | 1415 | 0.88 | 0.15 | 0.93 | 0.77 | 0.00 | 0.77 | 0.94 | 0.89 | 0.94 |\n| eye photoreceptor cell | 1385 | 0.90 | 0.90 | 0.96 | 0.94 | 0.00 | 0.96 | 0.98 | 0.97 | 0.97 |\n| epithelial cell of uterus | 1267 | 0.93 | 0.23 | 0.98 | 0.65 | 0.00 | 0.90 | 0.92 | 0.86 | 0.98 |\n| enterocyte of epithelium proper of small intestine | 1279 | 0.37 | 0.00 | 0.76 | 0.58 | 0.00 | 0.79 | 0.62 | 0.67 | 0.83 |\n| tissue-resident macrophage | 1237 | 0.60 | 0.00 | 0.85 | 0.64 | 0.00 | 0.47 | 0.51 | 0.48 | 0.72 |\n| acinar cell | 1204 | 0.82 | 0.31 | 0.97 | 0.88 | 0.00 | 0.89 | 0.92 | 0.89 | 0.93 |\n| non-classical monocyte | 1148 | 0.35 | 0.30 | 0.55 | 0.37 | 0.00 | 0.24 | 0.35 | 0.37 | 0.60 |\n| lung ciliated cell | 1078 | 0.74 | 0.14 | 0.98 | 0.91 | 0.00 | 0.97 | 0.95 | 0.92 | 0.98 |\n| activated CD8-positive, alpha-beta T cell | 1038 | 0.38 | 0.00 | 0.87 | 0.45 | 0.00 | 0.58 | 0.33 | 0.32 | 0.71 |\n| alveolar adventitial fibroblast | 1002 | 0.76 | 0.01 | 0.94 | 0.61 | 0.00 | 0.64 | 0.61 | 0.75 | 0.95 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 938 | 0.14 | 0.00 | 0.61 | 0.40 | 0.00 | 0.19 | 0.18 | 0.14 | 0.45 |\n| adventitial cell | 939 | 0.16 | 0.00 | 0.89 | 0.55 | 0.00 | 0.64 | 0.32 | 0.35 | 0.83 |\n| respiratory goblet cell | 935 | 0.53 | 0.39 | 0.90 | 0.73 | 0.00 | 0.59 | 0.64 | 0.66 | 0.85 |\n| theca cell | 937 | 0.66 | 0.00 | 0.87 | 0.74 | 0.00 | 0.62 | 0.79 | 0.61 | 0.89 |\n| myeloid leukocyte | 909 | 0.14 | 0.00 | 0.84 | 0.45 | 0.00 | 0.68 | 0.31 | 0.21 | 0.77 |\n| keratocyte | 896 | 0.36 | 0.00 | 0.77 | 0.31 | 0.00 | 0.53 | 0.54 | 0.39 | 0.78 |\n| enteroglial cell | 901 | 0.83 | 0.53 | 0.97 | 0.91 | 0.00 | 0.83 | 0.91 | 0.81 | 0.89 |\n| erythroid progenitor cell | 879 | 0.61 | 0.56 | 0.84 | 0.82 | 0.00 | 0.74 | 0.77 | 0.76 | 0.78 |\n| innate lymphoid cell | 874 | 0.18 | 0.10 | 0.57 | 0.46 | 0.00 | 0.55 | 0.24 | 0.25 | 0.50 |\n| myometrial cell | 831 | 0.82 | 0.00 | 0.88 | 0.67 | 0.00 | 0.79 | 0.68 | 0.62 | 0.89 |\n| endothelial cell of vascular tree | 785 | 0.43 | 0.01 | 0.81 | 0.62 | 0.00 | 0.66 | 0.60 | 0.50 | 0.79 |\n| hematopoietic stem cell | 767 | 0.71 | 0.52 | 0.85 | 0.80 | 0.00 | 0.74 | 0.87 | 0.83 | 0.87 |\n| salivary gland cell | 762 | 0.55 | 0.00 | 0.92 | 0.72 | 0.00 | 0.81 | 0.56 | 0.63 | 0.91 |\n| granulocyte | 693 | 0.23 | 0.00 | 0.70 | 0.66 | 0.00 | 0.23 | 0.28 | 0.22 | 0.58 |\n| CD8-positive, alpha-beta thymocyte | 659 | 0.23 | 0.00 | 0.58 | 0.45 | 0.00 | 0.55 | 0.32 | 0.32 | 0.77 |\n| ciliated columnar cell of tracheobronchial tree | 652 | 0.26 | 0.07 | 0.97 | 0.86 | 0.00 | 0.94 | 0.94 | 0.88 | 0.98 |\n| intrahepatic cholangiocyte | 616 | 0.97 | 0.02 | 0.97 | 0.82 | 0.00 | 0.92 | 0.97 | 0.91 | 0.99 |\n| mural cell | 545 | 0.32 | 0.07 | 0.95 | 0.62 | 0.00 | 0.65 | 0.65 | 0.57 | 0.96 |\n| intestinal crypt stem cell of small intestine | 531 | 0.24 | 0.18 | 0.42 | 0.36 | 0.00 | 0.35 | 0.50 | 0.55 | 0.59 |\n| activated CD4-positive, alpha-beta T cell | 495 | 0.04 | 0.00 | 0.55 | 0.30 | 0.00 | 0.16 | 0.14 | 0.13 | 0.32 |\n| myeloid dendritic cell | 525 | 0.13 | 0.04 | 0.59 | 0.44 | 0.00 | 0.19 | 0.24 | 0.20 | 0.33 |\n| Mueller cell | 459 | 0.64 | 0.30 | 0.84 | 0.79 | 0.00 | 0.86 | 0.95 | 0.83 | 0.91 |\n| fast muscle cell | 443 | 0.69 | 0.49 | 0.94 | 0.87 | 0.00 | 0.92 | 0.80 | 0.89 | 0.94 |\n| platelet | 457 | 0.90 | 0.89 | 0.96 | 0.93 | 0.00 | 0.78 | 0.94 | 0.78 | 0.96 |\n| myoepithelial cell | 445 | 0.72 | 0.17 | 0.91 | 0.77 | 0.00 | 0.64 | 0.63 | 0.45 | 0.92 |\n| common myeloid progenitor | 403 | 0.60 | 0.27 | 0.84 | 0.76 | 0.00 | 0.65 | 0.88 | 0.80 | 0.88 |\n| thymocyte | 413 | 0.00 | 0.00 | 0.65 | 0.53 | 0.00 | 0.53 | 0.45 | 0.32 | 0.88 |\n| intestinal tuft cell | 422 | 0.85 | 0.79 | 0.97 | 0.87 | 0.00 | 0.96 | 0.97 | 0.97 | 0.97 |\n| pancreatic stellate cell | 393 | 0.00 | 0.00 | 0.97 | 0.63 | 0.00 | 0.62 | 0.57 | 0.40 | 0.87 |\n| tendon cell | 385 | 0.63 | 0.01 | 0.74 | 0.54 | 0.00 | 0.42 | 0.55 | 0.33 | 0.81 |\n| microglial cell | 369 | 0.09 | 0.00 | 0.75 | 0.27 | 0.00 | 0.50 | 0.25 | 0.19 | 0.57 |\n| muscle cell | 359 | 0.72 | 0.00 | 0.98 | 0.94 | 0.00 | 0.92 | 0.75 | 0.94 | 0.96 |\n| enterocyte of epithelium proper of jejunum | 353 | 0.00 | 0.00 | 0.65 | 0.56 | 0.00 | 0.93 | 0.56 | 0.40 | 0.93 |\n| mesothelial cell | 316 | 0.61 | 0.47 | 0.94 | 0.83 | 0.00 | 0.61 | 0.50 | 0.74 | 0.78 |\n| colon endothelial cell | 305 | 0.02 | 0.00 | 0.87 | 0.35 | 0.00 | 0.57 | 0.26 | 0.33 | 0.82 |\n| colon macrophage | 293 | 0.20 | 0.00 | 0.83 | 0.46 | 0.00 | 0.80 | 0.30 | 0.27 | 0.88 |\n| serous cell of epithelium of trachea | 299 | 0.40 | 0.00 | 0.87 | 0.65 | 0.00 | 0.34 | 0.49 | 0.55 | 0.84 |\n| ciliated epithelial cell | 286 | 0.87 | 0.00 | 0.98 | 0.83 | 0.00 | 0.96 | 0.98 | 0.95 | 0.98 |\n| Schwann cell | 290 | 0.71 | 0.32 | 0.87 | 0.72 | 0.00 | 0.56 | 0.79 | 0.75 | 0.85 |\n| supporting cell of vestibular epithelium | 239 | 0.84 | 0.00 | 0.72 | 0.78 | 0.00 | 0.80 | 1.00 | 0.88 | 0.99 |\n| mucus secreting cell | 246 | 0.52 | 0.02 | 0.89 | 0.74 | 0.00 | 0.72 | 0.70 | 0.74 | 0.88 |\n| enteroendocrine cell of small intestine | 239 | 0.67 | 0.08 | 0.88 | 0.77 | 0.00 | 0.85 | 0.96 | 0.85 | 0.94 |\n| ovarian surface epithelial cell | 222 | 0.43 | 0.07 | 0.93 | 0.87 | 0.00 | 0.62 | 0.84 | 0.70 | 0.96 |\n| transit amplifying cell of colon | 214 | 0.50 | 0.17 | 0.66 | 0.48 | 0.00 | 0.35 | 0.75 | 0.67 | 0.86 |\n| glandular epithelial cell | 209 | 0.58 | 0.03 | 0.91 | 0.67 | 0.00 | 0.88 | 0.96 | 0.72 | 0.99 |\n| melanocyte | 210 | 0.65 | 0.30 | 0.86 | 0.66 | 0.00 | 0.75 | 0.85 | 0.75 | 0.92 |\n| tracheal goblet cell | 212 | 0.00 | 0.14 | 0.87 | 0.70 | 0.00 | 0.70 | 0.83 | 0.69 | 0.94 |\n| hepatic stellate cell | 197 | 0.36 | 0.00 | 0.83 | 0.40 | 0.00 | 0.51 | 0.54 | 0.36 | 0.73 |\n| bronchial smooth muscle cell | 194 | 0.00 | 0.00 | 0.75 | 0.49 | 0.00 | 0.31 | 0.48 | 0.53 | 0.77 |\n| paneth cell of colon | 196 | 0.44 | 0.07 | 0.76 | 0.62 | 0.00 | 0.47 | 0.81 | 0.37 | 0.90 |\n| tongue muscle cell | 184 | 0.43 | 0.00 | 0.90 | 0.74 | 0.00 | 0.55 | 0.72 | 0.51 | 0.95 |\n| leukocyte | 173 | 0.10 | 0.01 | 0.63 | 0.13 | 0.00 | 0.33 | 0.29 | 0.15 | 0.47 |\n| tuft cell of colon | 146 | 0.00 | 0.03 | 0.88 | 0.60 | 0.00 | 0.83 | 0.90 | 0.90 | 0.98 |\n| slow muscle cell | 155 | 0.70 | 0.15 | 0.87 | 0.77 | 0.00 | 0.58 | 0.91 | 0.91 | 0.95 |\n| ionocyte | 147 | 0.58 | 0.05 | 0.82 | 0.64 | 0.00 | 0.34 | 0.86 | 0.80 | 0.93 |\n| connective tissue cell | 132 | 0.01 | 0.00 | 0.97 | 0.82 | 0.00 | 0.37 | 0.47 | 0.25 | 0.94 |\n| neuro-medullary thymic epithelial cell | 123 | 0.28 | 0.20 | 0.85 | 0.74 | 0.00 | 0.54 | 0.42 | 0.49 | 0.48 |\n| sebum secreting cell | 117 | 0.00 | 0.02 | 0.93 | 0.48 | 0.00 | 0.65 | 0.94 | 0.64 | 0.93 |\n| endothelial cell of arteriole | 121 | 0.00 | 0.00 | 0.94 | 0.32 | 0.00 | 0.72 | 0.52 | 0.49 | 0.98 |\n| male germ cell | 104 | 0.00 | 0.00 | 0.90 | 0.83 | 0.00 | 0.79 | 1.00 | 0.78 | 0.99 |\n| type B pancreatic cell | 92 | 0.81 | 0.00 | 0.94 | 0.86 | 0.00 | 0.92 | 1.00 | 0.96 | 0.99 |\n| hematopoietic cell | 90 | 0.00 | 0.00 | 0.75 | 0.61 | 0.00 | 0.34 | 0.59 | 0.43 | 0.83 |\n| plasmacytoid dendritic cell | 94 | 0.53 | 0.29 | 0.78 | 0.67 | 0.00 | 0.15 | 0.62 | 0.39 | 0.71 |\n| neuron | 78 | 0.00 | 0.00 | 0.99 | 0.81 | 0.00 | 0.61 | 0.65 | 0.79 | 0.96 |\n| myeloid cell | 76 | 0.00 | 0.00 | 0.66 | 0.03 | 0.00 | 0.29 | 0.34 | 0.28 | 0.74 |\n| myo-medullary thymic epithelial cell | 74 | 0.68 | 0.00 | 0.95 | 0.85 | 0.00 | 0.91 | 0.90 | 0.94 | 0.96 |\n| Langerhans cell | 66 | 0.00 | 0.00 | 0.85 | 0.54 | 0.00 | 0.24 | 0.39 | 0.42 | 0.87 |\n| interstitial cell of Cajal | 64 | 0.00 | 0.00 | 0.95 | 0.72 | 0.00 | 0.61 | 0.58 | 0.60 | 0.94 |\n| retinal pigment epithelial cell | 61 | 0.83 | 0.00 | 0.98 | 0.91 | 0.00 | 0.95 | 1.00 | 0.93 | 0.99 |\n| peritubular myoid cell | 59 | 0.20 | 0.00 | 0.72 | 0.63 | 0.00 | 0.55 | 0.53 | 0.62 | 0.83 |\n| spermatogonium | 54 | 0.00 | 0.00 | 0.74 | 0.57 | 0.00 | 0.56 | 0.94 | 0.80 | 0.89 |\n| retinal bipolar neuron | 50 | 0.00 | 0.04 | 0.86 | 0.72 | 0.00 | 0.30 | 0.72 | 0.89 | 0.90 |\n| endothelial cell of venule | 45 | 0.00 | 0.00 | 0.96 | 0.27 | 0.00 | 0.57 | 0.85 | 0.54 | 0.97 |\n| vestibular dark cell | 44 | 0.00 | 0.00 | 0.45 | 0.23 | 0.00 | 0.34 | 1.00 | 0.93 | 0.96 |\n| pancreatic A cell | 46 | 0.67 | 0.00 | 0.92 | 0.87 | 0.00 | 0.95 | 1.00 | 1.00 | 1.00 |\n| type L enteroendocrine cell | 40 | 0.00 | 0.09 | 0.89 | 0.73 | 0.00 | 0.84 | 0.95 | 0.93 | 1.00 |\n| medullary thymic epithelial cell | 40 | 0.00 | 0.00 | 0.75 | 0.26 | 0.00 | 0.40 | 0.94 | 0.73 | 0.92 |\n| adipocyte | 37 | 0.00 | 0.00 | 0.69 | 0.48 | 0.00 | 0.55 | 0.69 | 0.46 | 0.88 |\n| transit amplifying cell of small intestine | 34 | 0.00 | 0.00 | 0.40 | 0.33 | 0.00 | 0.14 | 0.83 | 0.75 | 0.91 |\n| taste receptor cell | 29 | 0.00 | 0.00 | 0.82 | 0.47 | 0.00 | 0.09 | 0.84 | 0.27 | 0.89 |\n| enterochromaffin-like cell | 25 | 0.00 | 0.01 | 0.83 | 0.59 | 0.00 | 0.85 | 1.00 | 0.89 | 0.96 |\n| enteroendocrine cell | 21 | 0.00 | 0.00 | 0.91 | 0.73 | 0.00 | 0.72 | 0.93 | 0.84 | 0.93 |\n| pulmonary ionocyte | 23 | 0.00 | 0.00 | 0.75 | 0.45 | 0.00 | 0.25 | 0.96 | 0.73 | 0.92 |\n| glial cell | 19 | 0.00 | 0.00 | 0.75 | 0.62 | 0.00 | 0.25 | 0.76 | 0.30 | 0.64 |\n| oocyte | 13 | 0.00 | 0.03 | 0.90 | 0.77 | 0.00 | 0.37 | 0.90 | 0.87 | 0.87 |\n| serous cell of epithelium of bronchus | 15 | 0.00 | 0.00 | 0.93 | 0.12 | 0.00 | 0.14 | 0.71 | 0.94 | 1.00 |\n| radial glial cell | 13 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.25 | 0.17 | 0.40 |\n| Leydig cell | 7 | 0.00 | 0.00 | 0.17 | 0.22 | 0.00 | 0.20 | 0.16 | 0.45 | 0.88 |\n| pancreatic D cell | 8 | 0.00 | 0.00 | 0.50 | 0.57 | 0.00 | 0.89 | 1.00 | 1.00 | 1.00 |\n| T follicular helper cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.62 | 0.42 | 0.89 |\n| retina horizontal cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 1.00 | 0.89 | 0.86 |\n| erythroid lineage cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.80 | 0.80 | 0.67 |\n| pancreatic PP cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.22 | 1.00 | 1.00 | 1.00 |\n| epithelial fate stem cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.06 | 0.50 | 1.00 |\n| mesenchymal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.15 | 1.00 | 1.00 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| B cell | 11445 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |\n| CD4-positive, alpha-beta T cell | 9766 | 0.57 | 0.78 | 0.82 | 0.75 | 0.00 | 0.51 | 0.43 | 0.49 | 0.79 |\n| fibroblast | 8344 | 0.79 | 0.79 | 0.94 | 0.70 | 0.00 | 0.60 | 0.65 | 0.64 | 0.89 |\n| CD8-positive, alpha-beta T cell | 7611 | 0.71 | 0.78 | 0.81 | 0.74 | 0.00 | 0.76 | 0.57 | 0.62 | 0.80 |\n| neutrophil | 6846 | 0.95 | 0.97 | 0.97 | 0.97 | 0.00 | 0.95 | 0.95 | 0.94 | 0.98 |\n| macrophage | 6948 | 0.80 | 0.84 | 0.92 | 0.80 | 0.00 | 0.75 | 0.73 | 0.71 | 0.89 |\n| stromal cell of ovary | 3441 | 0.94 | 0.94 | 0.91 | 0.66 | 0.00 | 0.50 | 0.96 | 0.92 | 0.97 |\n| endothelial cell | 3271 | 0.67 | 0.74 | 0.91 | 0.62 | 0.00 | 0.52 | 0.71 | 0.64 | 0.83 |\n| basal cell | 3333 | 0.84 | 0.85 | 0.89 | 0.69 | 0.00 | 0.64 | 0.87 | 0.83 | 0.93 |\n| plasma cell | 2645 | 0.97 | 0.98 | 0.97 | 0.98 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |\n| bladder urothelial cell | 2720 | 0.96 | 0.97 | 0.97 | 0.58 | 0.00 | 0.46 | 0.98 | 0.97 | 0.98 |\n| monocyte | 2566 | 0.47 | 0.37 | 0.78 | 0.45 | 0.00 | 0.24 | 0.50 | 0.54 | 0.62 |\n| mesenchymal stem cell | 2321 | 0.84 | 0.83 | 0.90 | 0.42 | 0.00 | 0.01 | 0.89 | 0.82 | 0.93 |\n| smooth muscle cell | 1764 | 0.67 | 0.67 | 0.88 | 0.67 | 0.00 | 0.67 | 0.74 | 0.73 | 0.80 |\n| classical monocyte | 1837 | 0.52 | 0.62 | 0.77 | 0.43 | 0.00 | 0.56 | 0.58 | 0.67 | 0.73 |\n| luminal epithelial cell of mammary gland | 1592 | 0.98 | 0.03 | 0.96 | 0.66 | 0.00 | 0.68 | 0.98 | 0.97 | 0.99 |\n| capillary endothelial cell | 1532 | 0.67 | 0.69 | 0.87 | 0.58 | 0.00 | 0.52 | 0.71 | 0.67 | 0.79 |\n| erythrocyte | 1495 | 0.97 | 0.96 | 0.95 | 0.97 | 0.00 | 0.97 | 0.96 | 0.96 | 0.97 |\n| natural killer cell | 1434 | 0.74 | 0.74 | 0.74 | 0.70 | 0.00 | 0.74 | 0.68 | 0.70 | 0.76 |\n| enterocyte of epithelium proper of duodenum | 1402 | 0.90 | 0.34 | 0.81 | 0.40 | 0.00 | 0.00 | 0.91 | 0.89 | 0.95 |\n| stratified squamous epithelial cell | 1259 | 0.82 | 0.78 | 0.89 | 0.67 | 0.00 | 0.66 | 0.85 | 0.81 | 0.89 |\n| acinar cell of salivary gland | 1236 | 0.88 | 0.82 | 0.94 | 0.53 | 0.00 | 0.36 | 0.94 | 0.92 | 0.97 |\n| pulmonary alveolar type 2 cell | 1184 | 0.94 | 0.96 | 0.97 | 0.77 | 0.00 | 0.69 | 0.96 | 0.95 | 0.98 |\n| conjunctival epithelial cell | 1154 | 0.92 | 0.75 | 0.86 | 0.57 | 0.00 | 0.31 | 0.95 | 0.88 | 0.95 |\n| pericyte | 1066 | 0.56 | 0.55 | 0.81 | 0.54 | 0.00 | 0.56 | 0.61 | 0.66 | 0.74 |\n| luminal cell of prostate epithelium | 1064 | 0.90 | 0.81 | 0.93 | 0.65 | 0.00 | 0.52 | 0.95 | 0.92 | 0.96 |\n| cardiac endothelial cell | 1038 | 0.94 | 0.91 | 0.93 | 0.50 | 0.00 | 0.18 | 0.95 | 0.89 | 0.96 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 982 | 0.23 | 0.02 | 0.32 | 0.07 | 0.00 | 0.24 | 0.22 | 0.29 | 0.27 |\n| kidney epithelial cell | 882 | 0.98 | 0.92 | 0.95 | 0.45 | 0.00 | 0.59 | 0.99 | 0.98 | 0.99 |\n| hepatocyte | 695 | 0.99 | 0.99 | 0.96 | 0.68 | 0.00 | 0.67 | 1.00 | 0.96 | 0.99 |\n| blood vessel smooth muscle cell | 665 | 0.68 | 0.50 | 0.90 | 0.46 | 0.00 | 0.11 | 0.89 | 0.79 | 0.92 |\n| enterocyte of epithelium proper of ileum | 648 | 0.93 | 0.01 | 0.70 | 0.26 | 0.00 | 0.00 | 0.97 | 0.93 | 0.96 |\n| T cell | 670 | 0.42 | 0.22 | 0.58 | 0.16 | 0.00 | 0.28 | 0.34 | 0.39 | 0.55 |\n| mast cell | 601 | 0.86 | 0.86 | 0.96 | 0.83 | 0.00 | 0.84 | 0.91 | 0.87 | 0.94 |\n| skeletal muscle satellite stem cell | 577 | 0.85 | 0.92 | 0.96 | 0.83 | 0.00 | 0.80 | 0.94 | 0.91 | 0.96 |\n| regular atrial cardiac myocyte | 561 | 0.82 | 0.63 | 0.78 | 0.19 | 0.00 | 0.27 | 0.87 | 0.90 | 0.90 |\n| pancreatic acinar cell | 535 | 0.95 | 0.32 | 0.94 | 0.42 | 0.00 | 0.02 | 0.98 | 0.95 | 0.98 |\n| intermediate monocyte | 554 | 0.30 | 0.15 | 0.58 | 0.26 | 0.00 | 0.22 | 0.36 | 0.47 | 0.53 |\n| mature NK T cell | 547 | 0.43 | 0.40 | 0.54 | 0.33 | 0.00 | 0.46 | 0.35 | 0.42 | 0.57 |\n| mononuclear phagocyte | 543 | 0.44 | 0.00 | 0.90 | 0.14 | 0.00 | 0.13 | 0.66 | 0.50 | 0.71 |\n| fibroblast of breast | 532 | 0.93 | 0.00 | 0.95 | 0.40 | 0.00 | 0.48 | 0.85 | 0.63 | 0.94 |\n| vascular associated smooth muscle cell | 526 | 0.66 | 0.04 | 0.74 | 0.18 | 0.00 | 0.42 | 0.61 | 0.64 | 0.71 |\n| vein endothelial cell | 487 | 0.34 | 0.17 | 0.76 | 0.33 | 0.00 | 0.35 | 0.47 | 0.45 | 0.57 |\n| CD4-positive, alpha-beta thymocyte | 503 | 0.38 | 0.00 | 0.61 | 0.23 | 0.00 | 0.25 | 0.40 | 0.38 | 0.59 |\n| enterocyte of epithelium of large intestine | 437 | 0.69 | 0.27 | 0.58 | 0.33 | 0.00 | 0.25 | 0.80 | 0.83 | 0.79 |\n| myofibroblast cell | 428 | 0.50 | 0.22 | 0.85 | 0.40 | 0.00 | 0.46 | 0.63 | 0.55 | 0.77 |\n| thymic fibroblast type 2 | 434 | 0.54 | 0.00 | 0.73 | 0.14 | 0.00 | 0.06 | 0.66 | 0.55 | 0.62 |\n| corneal epithelial cell | 405 | 0.92 | 0.00 | 0.92 | 0.55 | 0.00 | 0.59 | 0.94 | 0.91 | 0.95 |\n| spermatid | 416 | 0.91 | 0.00 | 0.96 | 0.88 | 0.00 | 0.95 | 0.99 | 0.96 | 0.99 |\n| duct epithelial cell | 400 | 0.69 | 0.52 | 0.84 | 0.43 | 0.00 | 0.47 | 0.83 | 0.80 | 0.87 |\n| mesenchymal stem cell of adipose tissue | 378 | 0.17 | 0.01 | 0.65 | 0.36 | 0.00 | 0.06 | 0.31 | 0.35 | 0.54 |\n| basal cell of prostate epithelium | 336 | 0.72 | 0.09 | 0.87 | 0.46 | 0.00 | 0.37 | 0.84 | 0.76 | 0.83 |\n| endothelial cell of artery | 369 | 0.43 | 0.42 | 0.75 | 0.48 | 0.00 | 0.52 | 0.66 | 0.55 | 0.73 |\n| stromal cell | 362 | 0.43 | 0.05 | 0.44 | 0.44 | 0.00 | 0.38 | 0.76 | 0.71 | 0.82 |\n| thymic fibroblast type 1 | 322 | 0.00 | 0.01 | 0.85 | 0.19 | 0.00 | 0.00 | 0.53 | 0.50 | 0.31 |\n| pulmonary alveolar type 1 cell | 313 | 0.97 | 0.93 | 0.96 | 0.79 | 0.00 | 0.92 | 0.98 | 0.93 | 0.98 |\n| spermatocyte | 317 | 0.84 | 0.00 | 0.94 | 0.57 | 0.00 | 0.84 | 0.98 | 0.94 | 0.97 |\n| pancreatic ductal cell | 267 | 0.89 | 0.39 | 0.92 | 0.64 | 0.00 | 0.11 | 0.97 | 0.90 | 0.96 |\n| regulatory T cell | 261 | 0.08 | 0.00 | 0.24 | 0.04 | 0.00 | 0.21 | 0.17 | 0.18 | 0.32 |\n| ventricular cardiac muscle cell | 249 | 0.21 | 0.18 | 0.70 | 0.25 | 0.00 | 0.26 | 0.77 | 0.79 | 0.71 |\n| endothelial cell of lymphatic vessel | 256 | 0.63 | 0.57 | 0.85 | 0.56 | 0.00 | 0.52 | 0.61 | 0.57 | 0.68 |\n| hematopoietic precursor cell | 217 | 0.61 | 0.69 | 0.78 | 0.72 | 0.00 | 0.52 | 0.63 | 0.62 | 0.80 |\n| retinal blood vessel endothelial cell | 188 | 0.03 | 0.00 | 0.79 | 0.16 | 0.00 | 0.00 | 0.65 | 0.50 | 0.59 |\n| small intestine goblet cell | 210 | 0.81 | 0.63 | 0.87 | 0.51 | 0.00 | 0.64 | 0.93 | 0.85 | 0.93 |\n| gamma-delta T cell | 214 | 0.00 | 0.10 | 0.62 | 0.19 | 0.00 | 0.52 | 0.69 | 0.54 | 0.66 |\n| fibroblast of cardiac tissue | 196 | 0.94 | 0.45 | 0.97 | 0.06 | 0.00 | 0.32 | 0.83 | 0.65 | 0.95 |\n| paneth cell of epithelium of small intestine | 191 | 0.56 | 0.48 | 0.65 | 0.20 | 0.00 | 0.21 | 0.69 | 0.65 | 0.77 |\n| club cell | 184 | 0.71 | 0.74 | 0.83 | 0.53 | 0.00 | 0.72 | 0.79 | 0.75 | 0.88 |\n| intestinal crypt stem cell of colon | 165 | 0.63 | 0.64 | 0.55 | 0.29 | 0.00 | 0.06 | 0.79 | 0.79 | 0.81 |\n| progenitor cell of mammary luminal epithelium | 169 | 0.99 | 0.00 | 0.99 | 0.97 | 0.00 | 0.97 | 0.96 | 0.91 | 0.99 |\n| epithelial cell | 167 | 0.84 | 0.46 | 0.93 | 0.23 | 0.00 | 0.46 | 0.91 | 0.90 | 0.94 |\n| basophil | 166 | 0.00 | 0.18 | 0.95 | 0.46 | 0.00 | 0.62 | 0.75 | 0.71 | 0.84 |\n| large intestine goblet cell | 173 | 0.86 | 0.64 | 0.82 | 0.49 | 0.00 | 0.54 | 0.94 | 0.85 | 0.93 |\n| eye photoreceptor cell | 150 | 0.90 | 0.91 | 0.93 | 0.95 | 0.00 | 0.88 | 0.96 | 0.97 | 0.96 |\n| epithelial cell of uterus | 147 | 0.85 | 0.39 | 0.91 | 0.31 | 0.00 | 0.36 | 0.84 | 0.87 | 0.95 |\n| enterocyte of epithelium proper of small intestine | 135 | 0.30 | 0.01 | 0.55 | 0.16 | 0.00 | 0.10 | 0.56 | 0.55 | 0.66 |\n| tissue-resident macrophage | 149 | 0.48 | 0.00 | 0.80 | 0.24 | 0.00 | 0.22 | 0.45 | 0.51 | 0.72 |\n| acinar cell | 127 | 0.83 | 0.67 | 0.87 | 0.72 | 0.00 | 0.44 | 0.92 | 0.83 | 0.94 |\n| non-classical monocyte | 129 | 0.00 | 0.38 | 0.34 | 0.09 | 0.00 | 0.25 | 0.27 | 0.30 | 0.46 |\n| lung ciliated cell | 113 | 0.62 | 0.53 | 0.97 | 0.66 | 0.00 | 0.79 | 0.91 | 0.91 | 0.91 |\n| activated CD8-positive, alpha-beta T cell | 128 | 0.26 | 0.00 | 0.75 | 0.01 | 0.00 | 0.04 | 0.33 | 0.31 | 0.43 |\n| alveolar adventitial fibroblast | 102 | 0.43 | 0.07 | 0.86 | 0.37 | 0.00 | 0.37 | 0.75 | 0.69 | 0.87 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 124 | 0.15 | 0.00 | 0.38 | 0.07 | 0.00 | 0.14 | 0.17 | 0.13 | 0.34 |\n| adventitial cell | 105 | 0.24 | 0.00 | 0.69 | 0.25 | 0.00 | 0.08 | 0.25 | 0.31 | 0.63 |\n| respiratory goblet cell | 108 | 0.18 | 0.55 | 0.84 | 0.47 | 0.00 | 0.29 | 0.60 | 0.64 | 0.77 |\n| theca cell | 125 | 0.00 | 0.03 | 0.82 | 0.52 | 0.00 | 0.64 | 0.78 | 0.60 | 0.82 |\n| myeloid leukocyte | 107 | 0.15 | 0.00 | 0.64 | 0.11 | 0.00 | 0.09 | 0.18 | 0.16 | 0.46 |\n| keratocyte | 87 | 0.00 | 0.00 | 0.50 | 0.08 | 0.00 | 0.20 | 0.37 | 0.31 | 0.31 |\n| enteroglial cell | 105 | 0.54 | 0.80 | 0.96 | 0.73 | 0.00 | 0.84 | 0.94 | 0.78 | 0.89 |\n| erythroid progenitor cell | 92 | 0.58 | 0.58 | 0.68 | 0.60 | 0.00 | 0.58 | 0.65 | 0.65 | 0.70 |\n| innate lymphoid cell | 99 | 0.21 | 0.19 | 0.33 | 0.32 | 0.00 | 0.28 | 0.18 | 0.23 | 0.40 |\n| myometrial cell | 99 | 0.48 | 0.00 | 0.83 | 0.48 | 0.00 | 0.39 | 0.62 | 0.65 | 0.84 |\n| endothelial cell of vascular tree | 82 | 0.27 | 0.07 | 0.58 | 0.48 | 0.00 | 0.40 | 0.55 | 0.41 | 0.61 |\n| hematopoietic stem cell | 89 | 0.61 | 0.62 | 0.69 | 0.71 | 0.00 | 0.69 | 0.76 | 0.70 | 0.79 |\n| salivary gland cell | 84 | 0.00 | 0.00 | 0.85 | 0.49 | 0.00 | 0.36 | 0.65 | 0.58 | 0.85 |\n| granulocyte | 74 | 0.20 | 0.00 | 0.56 | 0.35 | 0.00 | 0.17 | 0.25 | 0.20 | 0.58 |\n| CD8-positive, alpha-beta thymocyte | 66 | 0.15 | 0.00 | 0.29 | 0.22 | 0.00 | 0.43 | 0.27 | 0.20 | 0.44 |\n| ciliated columnar cell of tracheobronchial tree | 86 | 0.00 | 0.08 | 0.94 | 0.64 | 0.00 | 0.62 | 0.93 | 0.91 | 0.92 |\n| intrahepatic cholangiocyte | 68 | 0.97 | 0.11 | 0.94 | 0.30 | 0.00 | 0.39 | 0.99 | 0.83 | 0.96 |\n| mural cell | 68 | 0.31 | 0.23 | 0.92 | 0.14 | 0.00 | 0.32 | 0.61 | 0.48 | 0.69 |\n| intestinal crypt stem cell of small intestine | 67 | 0.00 | 0.23 | 0.12 | 0.04 | 0.00 | 0.12 | 0.31 | 0.37 | 0.40 |\n| activated CD4-positive, alpha-beta T cell | 61 | 0.05 | 0.00 | 0.28 | 0.06 | 0.00 | 0.15 | 0.10 | 0.10 | 0.19 |\n| myeloid dendritic cell | 56 | 0.12 | 0.15 | 0.29 | 0.23 | 0.00 | 0.14 | 0.11 | 0.14 | 0.24 |\n| Mueller cell | 44 | 0.53 | 0.51 | 0.61 | 0.67 | 0.00 | 0.17 | 0.83 | 0.89 | 0.86 |\n| fast muscle cell | 40 | 0.42 | 0.42 | 0.88 | 0.61 | 0.00 | 0.72 | 0.77 | 0.76 | 0.86 |\n| platelet | 45 | 0.89 | 0.86 | 0.90 | 0.94 | 0.00 | 0.63 | 0.88 | 0.69 | 0.89 |\n| myoepithelial cell | 43 | 0.35 | 0.36 | 0.81 | 0.42 | 0.00 | 0.50 | 0.61 | 0.41 | 0.76 |\n| common myeloid progenitor | 44 | 0.00 | 0.56 | 0.68 | 0.38 | 0.00 | 0.49 | 0.68 | 0.55 | 0.76 |\n| thymocyte | 59 | 0.00 | 0.00 | 0.39 | 0.25 | 0.00 | 0.34 | 0.32 | 0.27 | 0.70 |\n| intestinal tuft cell | 45 | 0.87 | 0.90 | 0.98 | 0.82 | 0.00 | 0.58 | 0.96 | 0.92 | 0.94 |\n| pancreatic stellate cell | 44 | 0.00 | 0.00 | 0.93 | 0.33 | 0.00 | 0.03 | 0.60 | 0.40 | 0.68 |\n| tendon cell | 32 | 0.00 | 0.06 | 0.40 | 0.24 | 0.00 | 0.12 | 0.42 | 0.23 | 0.48 |\n| muscle cell | 47 | 0.51 | 0.00 | 0.93 | 0.84 | 0.00 | 0.78 | 0.76 | 0.83 | 0.93 |\n| microglial cell | 40 | 0.11 | 0.00 | 0.59 | 0.08 | 0.00 | 0.05 | 0.25 | 0.13 | 0.32 |\n| enterocyte of epithelium proper of jejunum | 46 | 0.00 | 0.00 | 0.10 | 0.16 | 0.00 | 0.03 | 0.58 | 0.41 | 0.60 |\n| mesothelial cell | 33 | 0.53 | 0.60 | 0.85 | 0.65 | 0.00 | 0.45 | 0.64 | 0.60 | 0.70 |\n| colon endothelial cell | 30 | 0.00 | 0.00 | 0.76 | 0.05 | 0.00 | 0.05 | 0.28 | 0.16 | 0.32 |\n| colon macrophage | 30 | 0.00 | 0.00 | 0.63 | 0.00 | 0.00 | 0.04 | 0.20 | 0.19 | 0.17 |\n| serous cell of epithelium of trachea | 25 | 0.00 | 0.00 | 0.78 | 0.36 | 0.00 | 0.20 | 0.42 | 0.49 | 0.83 |\n| ciliated epithelial cell | 35 | 0.00 | 0.00 | 0.90 | 0.46 | 0.00 | 0.53 | 0.99 | 0.88 | 0.93 |\n| Schwann cell | 36 | 0.00 | 0.46 | 0.87 | 0.32 | 0.00 | 0.34 | 0.77 | 0.70 | 0.85 |\n| supporting cell of vestibular epithelium | 31 | 0.86 | 0.00 | 0.45 | 0.64 | 0.00 | 0.49 | 1.00 | 0.85 | 0.94 |\n| mucus secreting cell | 30 | 0.00 | 0.07 | 0.91 | 0.35 | 0.00 | 0.35 | 0.67 | 0.62 | 0.87 |\n| enteroendocrine cell of small intestine | 32 | 0.66 | 0.16 | 0.73 | 0.33 | 0.00 | 0.36 | 0.85 | 0.76 | 0.88 |\n| ovarian surface epithelial cell | 19 | 0.00 | 0.47 | 0.82 | 0.16 | 0.00 | 0.27 | 0.84 | 0.67 | 0.83 |\n| transit amplifying cell of colon | 22 | 0.00 | 0.30 | 0.39 | 0.06 | 0.00 | 0.08 | 0.60 | 0.38 | 0.56 |\n| glandular epithelial cell | 25 | 0.00 | 0.14 | 0.65 | 0.18 | 0.00 | 0.33 | 0.94 | 0.62 | 0.81 |\n| melanocyte | 19 | 0.00 | 0.32 | 0.59 | 0.12 | 0.00 | 0.21 | 0.68 | 0.73 | 0.84 |\n| tracheal goblet cell | 32 | 0.00 | 0.37 | 0.64 | 0.57 | 0.00 | 0.30 | 0.78 | 0.54 | 0.74 |\n| hepatic stellate cell | 16 | 0.56 | 0.00 | 0.69 | 0.00 | 0.00 | 0.03 | 0.50 | 0.35 | 0.67 |\n| bronchial smooth muscle cell | 14 | 0.00 | 0.00 | 0.48 | 0.14 | 0.00 | 0.11 | 0.17 | 0.16 | 0.44 |\n| paneth cell of colon | 24 | 0.00 | 0.27 | 0.45 | 0.47 | 0.00 | 0.15 | 0.68 | 0.32 | 0.81 |\n| tongue muscle cell | 24 | 0.00 | 0.00 | 0.78 | 0.15 | 0.00 | 0.14 | 0.60 | 0.34 | 0.83 |\n| leukocyte | 21 | 0.00 | 0.00 | 0.02 | 0.08 | 0.00 | 0.07 | 0.06 | 0.10 | 0.10 |\n| tuft cell of colon | 16 | 0.00 | 0.10 | 0.64 | 0.19 | 0.00 | 0.47 | 0.86 | 0.63 | 0.83 |\n| slow muscle cell | 17 | 0.00 | 0.26 | 0.82 | 0.25 | 0.00 | 0.55 | 0.77 | 0.68 | 0.91 |\n| ionocyte | 12 | 0.00 | 0.28 | 0.80 | 0.38 | 0.00 | 0.41 | 0.85 | 0.56 | 0.91 |\n| connective tissue cell | 21 | 0.00 | 0.00 | 0.95 | 0.00 | 0.00 | 0.13 | 0.48 | 0.25 | 0.76 |\n| neuro-medullary thymic epithelial cell | 9 | 0.27 | 0.41 | 0.89 | 0.20 | 0.00 | 0.29 | 0.34 | 0.39 | 0.38 |\n| sebum secreting cell | 10 | 0.00 | 0.01 | 0.75 | 0.33 | 0.00 | 0.04 | 0.78 | 0.49 | 0.90 |\n| endothelial cell of arteriole | 17 | 0.00 | 0.00 | 0.81 | 0.00 | 0.00 | 0.00 | 0.52 | 0.25 | 0.64 |\n| male germ cell | 9 | 0.00 | 0.00 | 0.94 | 0.00 | 0.00 | 0.34 | 0.95 | 0.73 | 0.94 |\n| type B pancreatic cell | 9 | 0.00 | 0.20 | 0.95 | 0.74 | 0.00 | 0.39 | 1.00 | 0.89 | 1.00 |\n| hematopoietic cell | 9 | 0.00 | 0.00 | 0.20 | 0.17 | 0.00 | 0.16 | 0.48 | 0.50 | 0.46 |\n| plasmacytoid dendritic cell | 14 | 0.00 | 0.67 | 0.64 | 0.45 | 0.00 | 0.16 | 0.58 | 0.38 | 0.73 |\n| neuron | 6 | 0.00 | 0.00 | 0.91 | 0.25 | 0.00 | 0.20 | 0.52 | 0.53 | 0.92 |\n| myeloid cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.32 | 0.11 | 0.40 |\n| myo-medullary thymic epithelial cell | 10 | 0.00 | 0.00 | 0.95 | 0.67 | 0.00 | 0.43 | 0.82 | 0.67 | 0.67 |\n| Langerhans cell | 4 | 0.00 | 0.40 | 1.00 | 0.22 | 0.00 | 0.07 | 0.18 | 0.20 | 0.67 |\n| interstitial cell of Cajal | 6 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.19 | 0.27 | 0.43 | 1.00 |\n| retinal pigment epithelial cell | 6 | 0.00 | 0.60 | 0.80 | 0.67 | 0.00 | 0.75 | 0.92 | 0.92 | 1.00 |\n| peritubular myoid cell | 10 | 0.36 | 0.00 | 0.43 | 0.00 | 0.00 | 0.43 | 0.67 | 0.44 | 0.63 |\n| spermatogonium | 7 | 0.00 | 0.00 | 0.44 | 0.00 | 0.00 | 0.24 | 0.86 | 0.67 | 0.73 |\n| retinal bipolar neuron | 2 | 0.00 | 0.00 | 0.67 | 0.40 | 0.00 | 0.29 | 0.67 | 1.00 | 1.00 |\n| endothelial cell of venule | 7 | 0.00 | 0.00 | 0.73 | 0.00 | 0.00 | 0.00 | 0.71 | 0.33 | 0.25 |\n| vestibular dark cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.89 | 0.67 | 0.00 |\n| pancreatic A cell | 2 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.00 | 1.00 | 0.67 | 1.00 |\n| type L enteroendocrine cell | 3 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.38 | 1.00 | 0.44 | 1.00 |\n| medullary thymic epithelial cell | 3 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.03 | 0.86 | 0.40 | 1.00 |\n| adipocyte | 4 | 0.00 | 0.00 | 0.29 | 0.00 | 0.00 | 0.00 | 0.46 | 0.00 | 0.40 |\n| transit amplifying cell of small intestine | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.00 | 0.00 |\n| taste receptor cell | 4 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.27 | 0.33 | 0.09 | 0.67 |\n| enterochromaffin-like cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 0.40 | 1.00 |\n| enteroendocrine cell | 4 | 0.00 | 0.00 | 1.00 | 0.44 | 0.00 | 0.31 | 0.67 | 0.50 | 0.75 |\n| pulmonary ionocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.14 | 0.00 | 0.67 | 0.00 |\n| glial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 |\n| oocyte | 2 | 0.00 | 0.02 | 1.00 | 1.00 | 0.00 | 0.15 | 1.00 | 1.00 | 1.00 |\n| serous cell of epithelium of bronchus | 2 | 0.00 | 0.00 | 0.67 | 0.40 | 0.00 | 0.09 | 0.67 | 0.67 | 0.67 |\n| radial glial cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 0.00 |\n| Leydig cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.33 | 0.00 |\n| pancreatic D cell | 1 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 |\n| T follicular helper cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| retina horizontal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 |\n| erythroid lineage cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pancreatic PP cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| epithelial fate stem cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mesenchymal cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| B cell | 103041 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.97 | 0.98 | 0.98 | 0.99 |\n| CD4-positive, alpha-beta T cell | 87356 | 0.57 | 0.78 | 0.87 | 0.82 | 0.00 | 0.57 | 0.43 | 0.49 | 0.82 |\n| fibroblast | 74984 | 0.78 | 0.75 | 0.97 | 0.84 | 0.00 | 0.85 | 0.66 | 0.65 | 0.93 |\n| CD8-positive, alpha-beta T cell | 68662 | 0.72 | 0.77 | 0.87 | 0.82 | 0.00 | 0.75 | 0.57 | 0.63 | 0.83 |\n| neutrophil | 62691 | 0.95 | 0.97 | 0.99 | 0.98 | 0.00 | 0.95 | 0.95 | 0.94 | 0.99 |\n| macrophage | 62114 | 0.79 | 0.83 | 0.95 | 0.87 | 0.00 | 0.78 | 0.73 | 0.71 | 0.91 |\n| stromal cell of ovary | 31562 | 0.94 | 0.70 | 0.94 | 0.84 | 0.00 | 0.95 | 0.96 | 0.93 | 0.98 |\n| endothelial cell | 30425 | 0.69 | 0.70 | 0.96 | 0.82 | 0.00 | 0.77 | 0.72 | 0.66 | 0.91 |\n| basal cell | 30188 | 0.85 | 0.80 | 0.94 | 0.82 | 0.00 | 0.83 | 0.87 | 0.83 | 0.94 |\n| plasma cell | 24698 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |\n| bladder urothelial cell | 24521 | 0.97 | 0.96 | 0.98 | 0.76 | 0.00 | 0.92 | 0.98 | 0.97 | 0.99 |\n| monocyte | 23187 | 0.45 | 0.30 | 0.86 | 0.72 | 0.00 | 0.56 | 0.51 | 0.56 | 0.72 |\n| mesenchymal stem cell | 21176 | 0.84 | 0.74 | 0.95 | 0.68 | 0.00 | 0.93 | 0.90 | 0.81 | 0.95 |\n| smooth muscle cell | 16656 | 0.68 | 0.64 | 0.93 | 0.85 | 0.00 | 0.85 | 0.75 | 0.75 | 0.88 |\n| classical monocyte | 16363 | 0.52 | 0.56 | 0.84 | 0.73 | 0.00 | 0.71 | 0.59 | 0.67 | 0.78 |\n| luminal epithelial cell of mammary gland | 13840 | 0.98 | 0.00 | 0.98 | 0.83 | 0.00 | 0.94 | 0.98 | 0.97 | 0.99 |\n| capillary endothelial cell | 13764 | 0.68 | 0.57 | 0.93 | 0.80 | 0.00 | 0.78 | 0.71 | 0.68 | 0.84 |\n| erythrocyte | 13116 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.97 | 0.96 | 0.96 | 0.98 |\n| natural killer cell | 12793 | 0.73 | 0.74 | 0.83 | 0.80 | 0.00 | 0.74 | 0.70 | 0.70 | 0.77 |\n| enterocyte of epithelium proper of duodenum | 12093 | 0.90 | 0.00 | 0.87 | 0.71 | 0.00 | 0.94 | 0.92 | 0.88 | 0.97 |\n| stratified squamous epithelial cell | 11064 | 0.82 | 0.71 | 0.93 | 0.81 | 0.00 | 0.86 | 0.85 | 0.82 | 0.90 |\n| acinar cell of salivary gland | 11001 | 0.88 | 0.71 | 0.97 | 0.78 | 0.00 | 0.93 | 0.94 | 0.91 | 0.98 |\n| pulmonary alveolar type 2 cell | 10410 | 0.94 | 0.96 | 0.99 | 0.87 | 0.00 | 0.95 | 0.97 | 0.96 | 0.98 |\n| conjunctival epithelial cell | 9930 | 0.92 | 0.70 | 0.91 | 0.73 | 0.00 | 0.94 | 0.94 | 0.87 | 0.96 |\n| pericyte | 9818 | 0.57 | 0.50 | 0.90 | 0.76 | 0.00 | 0.72 | 0.62 | 0.68 | 0.82 |\n| luminal cell of prostate epithelium | 9588 | 0.90 | 0.44 | 0.96 | 0.81 | 0.00 | 0.93 | 0.94 | 0.92 | 0.96 |\n| cardiac endothelial cell | 9044 | 0.94 | 0.78 | 0.98 | 0.82 | 0.00 | 0.96 | 0.95 | 0.89 | 0.97 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 8845 | 0.23 | 0.02 | 0.51 | 0.28 | 0.00 | 0.28 | 0.24 | 0.30 | 0.37 |\n| kidney epithelial cell | 8393 | 0.97 | 0.17 | 0.97 | 0.82 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| hepatocyte | 6719 | 0.99 | 0.98 | 0.98 | 0.87 | 0.00 | 0.98 | 0.99 | 0.97 | 1.00 |\n| blood vessel smooth muscle cell | 5977 | 0.68 | 0.20 | 0.95 | 0.88 | 0.00 | 0.93 | 0.89 | 0.80 | 0.95 |\n| enterocyte of epithelium proper of ileum | 5829 | 0.94 | 0.00 | 0.84 | 0.65 | 0.00 | 0.96 | 0.98 | 0.93 | 0.98 |\n| T cell | 5617 | 0.40 | 0.17 | 0.70 | 0.41 | 0.00 | 0.39 | 0.34 | 0.39 | 0.62 |\n| mast cell | 5620 | 0.85 | 0.84 | 0.97 | 0.93 | 0.00 | 0.93 | 0.91 | 0.90 | 0.96 |\n| skeletal muscle satellite stem cell | 5591 | 0.87 | 0.93 | 0.98 | 0.91 | 0.00 | 0.96 | 0.94 | 0.91 | 0.97 |\n| regular atrial cardiac myocyte | 5252 | 0.83 | 0.21 | 0.91 | 0.75 | 0.00 | 0.96 | 0.88 | 0.92 | 0.95 |\n| pancreatic acinar cell | 4946 | 0.95 | 0.02 | 0.97 | 0.83 | 0.00 | 0.93 | 0.98 | 0.96 | 0.99 |\n| intermediate monocyte | 4924 | 0.29 | 0.11 | 0.70 | 0.53 | 0.00 | 0.28 | 0.37 | 0.46 | 0.59 |\n| mature NK T cell | 4847 | 0.42 | 0.40 | 0.69 | 0.56 | 0.00 | 0.51 | 0.40 | 0.48 | 0.64 |\n| mononuclear phagocyte | 4793 | 0.43 | 0.00 | 0.96 | 0.54 | 0.00 | 0.81 | 0.67 | 0.52 | 0.92 |\n| fibroblast of breast | 4738 | 0.95 | 0.00 | 0.99 | 0.74 | 0.00 | 0.85 | 0.87 | 0.67 | 0.98 |\n| vascular associated smooth muscle cell | 4493 | 0.65 | 0.01 | 0.86 | 0.67 | 0.00 | 0.70 | 0.63 | 0.65 | 0.79 |\n| vein endothelial cell | 4211 | 0.35 | 0.07 | 0.87 | 0.63 | 0.00 | 0.56 | 0.51 | 0.49 | 0.72 |\n| CD4-positive, alpha-beta thymocyte | 4182 | 0.37 | 0.00 | 0.74 | 0.48 | 0.00 | 0.57 | 0.43 | 0.39 | 0.70 |\n| enterocyte of epithelium of large intestine | 4130 | 0.71 | 0.23 | 0.75 | 0.61 | 0.00 | 0.85 | 0.82 | 0.85 | 0.85 |\n| myofibroblast cell | 4008 | 0.51 | 0.13 | 0.91 | 0.72 | 0.00 | 0.73 | 0.64 | 0.58 | 0.85 |\n| thymic fibroblast type 2 | 3771 | 0.52 | 0.00 | 0.86 | 0.56 | 0.00 | 0.88 | 0.67 | 0.55 | 0.90 |\n| corneal epithelial cell | 3782 | 0.93 | 0.00 | 0.95 | 0.85 | 0.00 | 0.94 | 0.95 | 0.93 | 0.96 |\n| spermatid | 3593 | 0.91 | 0.00 | 0.99 | 0.97 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |\n| duct epithelial cell | 3489 | 0.67 | 0.34 | 0.92 | 0.71 | 0.00 | 0.78 | 0.83 | 0.80 | 0.91 |\n| mesenchymal stem cell of adipose tissue | 3399 | 0.18 | 0.00 | 0.75 | 0.54 | 0.00 | 0.50 | 0.34 | 0.37 | 0.58 |\n| basal cell of prostate epithelium | 3159 | 0.71 | 0.01 | 0.93 | 0.74 | 0.00 | 0.85 | 0.84 | 0.78 | 0.89 |\n| endothelial cell of artery | 3101 | 0.42 | 0.28 | 0.85 | 0.65 | 0.00 | 0.65 | 0.64 | 0.54 | 0.78 |\n| stromal cell | 3095 | 0.43 | 0.00 | 0.69 | 0.57 | 0.00 | 0.80 | 0.77 | 0.73 | 0.92 |\n| thymic fibroblast type 1 | 2948 | 0.00 | 0.00 | 0.92 | 0.44 | 0.00 | 0.87 | 0.56 | 0.51 | 0.87 |\n| pulmonary alveolar type 1 cell | 2803 | 0.97 | 0.89 | 0.99 | 0.94 | 0.00 | 0.95 | 0.98 | 0.95 | 0.98 |\n| spermatocyte | 2753 | 0.83 | 0.00 | 0.97 | 0.92 | 0.00 | 0.94 | 0.98 | 0.96 | 0.98 |\n| pancreatic ductal cell | 2452 | 0.89 | 0.07 | 0.95 | 0.82 | 0.00 | 0.93 | 0.96 | 0.92 | 0.97 |\n| regulatory T cell | 2388 | 0.08 | 0.00 | 0.39 | 0.24 | 0.00 | 0.26 | 0.19 | 0.21 | 0.45 |\n| ventricular cardiac muscle cell | 2350 | 0.26 | 0.00 | 0.81 | 0.66 | 0.00 | 0.96 | 0.79 | 0.85 | 0.88 |\n| endothelial cell of lymphatic vessel | 2182 | 0.65 | 0.48 | 0.95 | 0.74 | 0.00 | 0.65 | 0.65 | 0.64 | 0.78 |\n| hematopoietic precursor cell | 1923 | 0.57 | 0.64 | 0.83 | 0.79 | 0.00 | 0.50 | 0.64 | 0.62 | 0.83 |\n| retinal blood vessel endothelial cell | 1901 | 0.05 | 0.00 | 0.92 | 0.48 | 0.00 | 0.95 | 0.69 | 0.55 | 0.90 |\n| small intestine goblet cell | 1834 | 0.83 | 0.49 | 0.93 | 0.82 | 0.00 | 0.85 | 0.94 | 0.89 | 0.93 |\n| gamma-delta T cell | 1763 | 0.00 | 0.07 | 0.78 | 0.42 | 0.00 | 0.58 | 0.68 | 0.51 | 0.82 |\n| fibroblast of cardiac tissue | 1751 | 0.95 | 0.18 | 0.98 | 0.54 | 0.00 | 0.83 | 0.81 | 0.66 | 0.98 |\n| paneth cell of epithelium of small intestine | 1662 | 0.56 | 0.32 | 0.79 | 0.60 | 0.00 | 0.65 | 0.72 | 0.70 | 0.83 |\n| club cell | 1563 | 0.70 | 0.70 | 0.91 | 0.70 | 0.00 | 0.72 | 0.80 | 0.77 | 0.90 |\n| intestinal crypt stem cell of colon | 1567 | 0.64 | 0.47 | 0.79 | 0.63 | 0.00 | 0.77 | 0.84 | 0.84 | 0.90 |\n| progenitor cell of mammary luminal epithelium | 1525 | 0.98 | 0.00 | 0.99 | 0.97 | 0.00 | 0.94 | 0.97 | 0.94 | 0.99 |\n| epithelial cell | 1506 | 0.82 | 0.13 | 0.98 | 0.72 | 0.00 | 0.90 | 0.93 | 0.91 | 0.95 |\n| basophil | 1503 | 0.00 | 0.00 | 0.96 | 0.81 | 0.00 | 0.81 | 0.78 | 0.75 | 0.93 |\n| large intestine goblet cell | 1384 | 0.86 | 0.14 | 0.93 | 0.76 | 0.00 | 0.82 | 0.93 | 0.88 | 0.94 |\n| eye photoreceptor cell | 1380 | 0.90 | 0.91 | 0.96 | 0.95 | 0.00 | 0.71 | 0.98 | 0.97 | 0.97 |\n| epithelial cell of uterus | 1270 | 0.87 | 0.18 | 0.98 | 0.69 | 0.00 | 0.89 | 0.85 | 0.87 | 0.98 |\n| enterocyte of epithelium proper of small intestine | 1280 | 0.31 | 0.00 | 0.79 | 0.57 | 0.00 | 0.79 | 0.66 | 0.68 | 0.81 |\n| tissue-resident macrophage | 1206 | 0.45 | 0.00 | 0.85 | 0.56 | 0.00 | 0.70 | 0.42 | 0.52 | 0.76 |\n| acinar cell | 1218 | 0.89 | 0.31 | 0.97 | 0.86 | 0.00 | 0.89 | 0.93 | 0.89 | 0.96 |\n| non-classical monocyte | 1155 | 0.00 | 0.32 | 0.56 | 0.41 | 0.00 | 0.24 | 0.32 | 0.36 | 0.60 |\n| lung ciliated cell | 1096 | 0.68 | 0.19 | 0.98 | 0.90 | 0.00 | 0.97 | 0.96 | 0.92 | 0.98 |\n| activated CD8-positive, alpha-beta T cell | 1019 | 0.28 | 0.00 | 0.86 | 0.40 | 0.00 | 0.57 | 0.34 | 0.32 | 0.71 |\n| alveolar adventitial fibroblast | 1011 | 0.44 | 0.02 | 0.94 | 0.62 | 0.00 | 0.58 | 0.78 | 0.71 | 0.94 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 932 | 0.13 | 0.00 | 0.59 | 0.31 | 0.00 | 0.30 | 0.17 | 0.15 | 0.55 |\n| adventitial cell | 940 | 0.21 | 0.00 | 0.88 | 0.55 | 0.00 | 0.35 | 0.27 | 0.34 | 0.71 |\n| respiratory goblet cell | 932 | 0.17 | 0.38 | 0.90 | 0.69 | 0.00 | 0.62 | 0.62 | 0.67 | 0.84 |\n| theca cell | 913 | 0.00 | 0.00 | 0.88 | 0.76 | 0.00 | 0.48 | 0.72 | 0.57 | 0.88 |\n| myeloid leukocyte | 895 | 0.19 | 0.00 | 0.85 | 0.42 | 0.00 | 0.68 | 0.22 | 0.23 | 0.77 |\n| keratocyte | 914 | 0.00 | 0.00 | 0.78 | 0.28 | 0.00 | 0.52 | 0.40 | 0.37 | 0.80 |\n| enteroglial cell | 885 | 0.51 | 0.58 | 0.97 | 0.87 | 0.00 | 0.76 | 0.94 | 0.81 | 0.89 |\n| erythroid progenitor cell | 879 | 0.60 | 0.54 | 0.82 | 0.80 | 0.00 | 0.76 | 0.74 | 0.73 | 0.80 |\n| innate lymphoid cell | 867 | 0.21 | 0.10 | 0.56 | 0.44 | 0.00 | 0.59 | 0.22 | 0.26 | 0.49 |\n| myometrial cell | 818 | 0.44 | 0.00 | 0.87 | 0.78 | 0.00 | 0.70 | 0.66 | 0.67 | 0.84 |\n| endothelial cell of vascular tree | 793 | 0.32 | 0.01 | 0.82 | 0.59 | 0.00 | 0.69 | 0.61 | 0.49 | 0.73 |\n| hematopoietic stem cell | 769 | 0.61 | 0.59 | 0.86 | 0.82 | 0.00 | 0.74 | 0.87 | 0.84 | 0.88 |\n| salivary gland cell | 766 | 0.00 | 0.00 | 0.93 | 0.80 | 0.00 | 0.75 | 0.70 | 0.64 | 0.93 |\n| granulocyte | 695 | 0.20 | 0.00 | 0.69 | 0.65 | 0.00 | 0.35 | 0.29 | 0.24 | 0.69 |\n| CD8-positive, alpha-beta thymocyte | 665 | 0.17 | 0.00 | 0.58 | 0.44 | 0.00 | 0.54 | 0.44 | 0.32 | 0.72 |\n| ciliated columnar cell of tracheobronchial tree | 626 | 0.00 | 0.01 | 0.97 | 0.83 | 0.00 | 0.88 | 0.95 | 0.90 | 0.98 |\n| intrahepatic cholangiocyte | 597 | 0.96 | 0.07 | 0.97 | 0.83 | 0.00 | 0.97 | 0.98 | 0.87 | 0.98 |\n| mural cell | 550 | 0.28 | 0.12 | 0.96 | 0.66 | 0.00 | 0.71 | 0.66 | 0.53 | 0.96 |\n| intestinal crypt stem cell of small intestine | 520 | 0.00 | 0.21 | 0.46 | 0.29 | 0.00 | 0.36 | 0.47 | 0.54 | 0.64 |\n| activated CD4-positive, alpha-beta T cell | 511 | 0.03 | 0.00 | 0.56 | 0.30 | 0.00 | 0.26 | 0.14 | 0.14 | 0.35 |\n| myeloid dendritic cell | 515 | 0.12 | 0.05 | 0.60 | 0.43 | 0.00 | 0.18 | 0.16 | 0.21 | 0.31 |\n| Mueller cell | 462 | 0.52 | 0.44 | 0.83 | 0.79 | 0.00 | 0.49 | 0.92 | 0.92 | 0.91 |\n| fast muscle cell | 455 | 0.32 | 0.47 | 0.94 | 0.85 | 0.00 | 0.88 | 0.81 | 0.88 | 0.92 |\n| platelet | 449 | 0.90 | 0.89 | 0.96 | 0.96 | 0.00 | 0.68 | 0.91 | 0.75 | 0.95 |\n| myoepithelial cell | 443 | 0.41 | 0.19 | 0.92 | 0.77 | 0.00 | 0.65 | 0.70 | 0.51 | 0.89 |\n| common myeloid progenitor | 412 | 0.00 | 0.37 | 0.84 | 0.75 | 0.00 | 0.71 | 0.88 | 0.79 | 0.92 |\n| thymocyte | 396 | 0.00 | 0.00 | 0.65 | 0.46 | 0.00 | 0.56 | 0.40 | 0.36 | 0.88 |\n| intestinal tuft cell | 403 | 0.81 | 0.77 | 0.97 | 0.86 | 0.00 | 0.90 | 0.97 | 0.97 | 0.97 |\n| pancreatic stellate cell | 392 | 0.00 | 0.00 | 0.96 | 0.59 | 0.00 | 0.56 | 0.68 | 0.42 | 0.92 |\n| tendon cell | 388 | 0.00 | 0.02 | 0.74 | 0.18 | 0.00 | 0.35 | 0.49 | 0.31 | 0.81 |\n| muscle cell | 359 | 0.50 | 0.00 | 0.98 | 0.94 | 0.00 | 0.95 | 0.79 | 0.93 | 0.95 |\n| microglial cell | 366 | 0.09 | 0.01 | 0.78 | 0.27 | 0.00 | 0.36 | 0.38 | 0.20 | 0.56 |\n| enterocyte of epithelium proper of jejunum | 359 | 0.00 | 0.00 | 0.60 | 0.47 | 0.00 | 0.73 | 0.63 | 0.44 | 0.95 |\n| mesothelial cell | 317 | 0.56 | 0.42 | 0.94 | 0.89 | 0.00 | 0.81 | 0.73 | 0.72 | 0.81 |\n| colon endothelial cell | 318 | 0.00 | 0.00 | 0.88 | 0.38 | 0.00 | 0.65 | 0.45 | 0.31 | 0.95 |\n| colon macrophage | 298 | 0.00 | 0.00 | 0.86 | 0.43 | 0.00 | 0.49 | 0.29 | 0.30 | 0.92 |\n| serous cell of epithelium of trachea | 301 | 0.00 | 0.00 | 0.87 | 0.67 | 0.00 | 0.35 | 0.58 | 0.60 | 0.94 |\n| ciliated epithelial cell | 285 | 0.00 | 0.00 | 0.97 | 0.83 | 0.00 | 0.84 | 0.99 | 0.92 | 0.99 |\n| Schwann cell | 282 | 0.00 | 0.31 | 0.87 | 0.71 | 0.00 | 0.70 | 0.88 | 0.78 | 0.89 |\n| supporting cell of vestibular epithelium | 239 | 0.85 | 0.00 | 0.72 | 0.78 | 0.00 | 0.86 | 1.00 | 0.87 | 0.99 |\n| mucus secreting cell | 240 | 0.00 | 0.01 | 0.86 | 0.69 | 0.00 | 0.64 | 0.71 | 0.77 | 0.92 |\n| enteroendocrine cell of small intestine | 232 | 0.51 | 0.07 | 0.88 | 0.76 | 0.00 | 0.53 | 0.88 | 0.84 | 0.92 |\n| ovarian surface epithelial cell | 222 | 0.00 | 0.11 | 0.92 | 0.83 | 0.00 | 0.86 | 0.90 | 0.70 | 0.94 |\n| transit amplifying cell of colon | 215 | 0.00 | 0.26 | 0.65 | 0.49 | 0.00 | 0.47 | 0.78 | 0.61 | 0.88 |\n| glandular epithelial cell | 210 | 0.00 | 0.03 | 0.89 | 0.67 | 0.00 | 0.58 | 0.88 | 0.72 | 0.98 |\n| melanocyte | 215 | 0.00 | 0.14 | 0.86 | 0.61 | 0.00 | 0.79 | 0.77 | 0.81 | 0.93 |\n| tracheal goblet cell | 200 | 0.00 | 0.10 | 0.86 | 0.76 | 0.00 | 0.55 | 0.78 | 0.61 | 0.96 |\n| hepatic stellate cell | 207 | 0.52 | 0.00 | 0.83 | 0.42 | 0.00 | 0.48 | 0.60 | 0.44 | 0.77 |\n| bronchial smooth muscle cell | 206 | 0.00 | 0.00 | 0.78 | 0.50 | 0.00 | 0.45 | 0.46 | 0.46 | 0.78 |\n| paneth cell of colon | 193 | 0.00 | 0.07 | 0.77 | 0.60 | 0.00 | 0.41 | 0.76 | 0.34 | 0.90 |\n| tongue muscle cell | 178 | 0.00 | 0.00 | 0.89 | 0.54 | 0.00 | 0.55 | 0.80 | 0.42 | 0.94 |\n| leukocyte | 180 | 0.00 | 0.00 | 0.62 | 0.09 | 0.00 | 0.39 | 0.28 | 0.19 | 0.71 |\n| tuft cell of colon | 162 | 0.00 | 0.06 | 0.89 | 0.58 | 0.00 | 0.84 | 0.94 | 0.92 | 0.98 |\n| slow muscle cell | 157 | 0.00 | 0.12 | 0.88 | 0.74 | 0.00 | 0.75 | 0.88 | 0.91 | 0.96 |\n| ionocyte | 148 | 0.00 | 0.10 | 0.80 | 0.62 | 0.00 | 0.51 | 0.83 | 0.76 | 0.93 |\n| connective tissue cell | 131 | 0.00 | 0.00 | 0.97 | 0.83 | 0.00 | 0.28 | 0.49 | 0.28 | 0.98 |\n| neuro-medullary thymic epithelial cell | 126 | 0.28 | 0.22 | 0.87 | 0.75 | 0.00 | 0.36 | 0.46 | 0.55 | 0.46 |\n| sebum secreting cell | 125 | 0.00 | 0.02 | 0.92 | 0.25 | 0.00 | 0.65 | 0.86 | 0.67 | 0.93 |\n| endothelial cell of arteriole | 115 | 0.00 | 0.00 | 0.95 | 0.36 | 0.00 | 0.20 | 0.74 | 0.44 | 0.97 |\n| male germ cell | 107 | 0.00 | 0.00 | 0.91 | 0.81 | 0.00 | 0.51 | 1.00 | 0.80 | 1.00 |\n| type B pancreatic cell | 93 | 0.00 | 0.00 | 0.93 | 0.86 | 0.00 | 0.65 | 1.00 | 0.94 | 1.00 |\n| hematopoietic cell | 91 | 0.00 | 0.00 | 0.81 | 0.63 | 0.00 | 0.26 | 0.61 | 0.49 | 0.80 |\n| plasmacytoid dendritic cell | 85 | 0.00 | 0.31 | 0.69 | 0.67 | 0.00 | 0.15 | 0.63 | 0.51 | 0.73 |\n| neuron | 76 | 0.00 | 0.00 | 0.97 | 0.76 | 0.00 | 0.58 | 0.61 | 0.79 | 0.92 |\n| myeloid cell | 75 | 0.00 | 0.00 | 0.58 | 0.03 | 0.00 | 0.49 | 0.41 | 0.27 | 0.87 |\n| myo-medullary thymic epithelial cell | 67 | 0.00 | 0.00 | 0.96 | 0.85 | 0.00 | 0.91 | 0.81 | 0.93 | 0.99 |\n| Langerhans cell | 72 | 0.00 | 0.10 | 0.83 | 0.57 | 0.00 | 0.11 | 0.34 | 0.44 | 0.82 |\n| interstitial cell of Cajal | 65 | 0.00 | 0.00 | 0.93 | 0.57 | 0.00 | 0.56 | 0.26 | 0.49 | 0.94 |\n| retinal pigment epithelial cell | 61 | 0.00 | 0.00 | 0.96 | 0.90 | 0.00 | 0.90 | 1.00 | 0.94 | 0.99 |\n| peritubular myoid cell | 57 | 0.18 | 0.00 | 0.78 | 0.50 | 0.00 | 0.30 | 0.67 | 0.43 | 0.77 |\n| spermatogonium | 57 | 0.00 | 0.00 | 0.69 | 0.58 | 0.00 | 0.44 | 0.93 | 0.78 | 0.90 |\n| retinal bipolar neuron | 59 | 0.00 | 0.08 | 0.85 | 0.69 | 0.00 | 0.70 | 0.83 | 0.91 | 0.93 |\n| endothelial cell of venule | 45 | 0.00 | 0.00 | 0.93 | 0.27 | 0.00 | 0.22 | 0.87 | 0.62 | 0.96 |\n| vestibular dark cell | 44 | 0.00 | 0.00 | 0.54 | 0.23 | 0.00 | 0.71 | 0.99 | 0.85 | 0.98 |\n| pancreatic A cell | 46 | 0.00 | 0.00 | 0.90 | 0.88 | 0.00 | 0.65 | 1.00 | 1.00 | 1.00 |\n| type L enteroendocrine cell | 41 | 0.00 | 0.05 | 0.89 | 0.56 | 0.00 | 0.86 | 0.96 | 0.94 | 0.97 |\n| medullary thymic epithelial cell | 40 | 0.00 | 0.00 | 0.62 | 0.29 | 0.00 | 0.44 | 0.93 | 0.76 | 0.91 |\n| adipocyte | 34 | 0.00 | 0.00 | 0.73 | 0.41 | 0.00 | 0.44 | 0.60 | 0.67 | 0.84 |\n| transit amplifying cell of small intestine | 32 | 0.00 | 0.00 | 0.41 | 0.48 | 0.00 | 0.16 | 0.82 | 0.74 | 0.89 |\n| taste receptor cell | 28 | 0.00 | 0.00 | 0.86 | 0.64 | 0.00 | 0.38 | 0.85 | 0.33 | 0.95 |\n| enterochromaffin-like cell | 26 | 0.00 | 0.03 | 0.88 | 0.63 | 0.00 | 0.71 | 0.96 | 0.90 | 0.96 |\n| enteroendocrine cell | 21 | 0.00 | 0.00 | 0.93 | 0.59 | 0.00 | 0.51 | 0.91 | 0.88 | 0.95 |\n| pulmonary ionocyte | 24 | 0.00 | 0.00 | 0.73 | 0.59 | 0.00 | 0.35 | 1.00 | 0.91 | 0.98 |\n| glial cell | 19 | 0.00 | 0.00 | 0.71 | 0.41 | 0.00 | 0.29 | 0.46 | 0.33 | 0.78 |\n| oocyte | 16 | 0.00 | 0.00 | 0.91 | 0.79 | 0.00 | 0.17 | 0.89 | 0.91 | 0.91 |\n| serous cell of epithelium of bronchus | 13 | 0.00 | 0.00 | 0.83 | 0.35 | 0.00 | 0.23 | 0.84 | 0.87 | 1.00 |\n| radial glial cell | 10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 0.22 | 0.31 | 0.38 |\n| Leydig cell | 9 | 0.00 | 0.00 | 0.31 | 0.29 | 0.00 | 0.07 | 0.82 | 0.31 | 0.82 |\n| pancreatic D cell | 8 | 0.00 | 0.00 | 0.55 | 0.86 | 0.00 | 0.25 | 1.00 | 0.89 | 1.00 |\n| T follicular helper cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.86 | 0.32 | 0.55 |\n| retina horizontal cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 1.00 | 1.00 | 0.57 |\n| erythroid lineage cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 1.00 | 0.67 | 0.00 |\n| pancreatic PP cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |\n| epithelial fate stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 1.00 | 1.00 | 0.00 |\n| mesenchymal cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.22 | 0.31 | 0.00 |"
 }

celltypist.pkl

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harmony_knn_classifier.joblib

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preprocessing.json

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         "ENSG00000088543",
         "ENSG00000088726",
-        "ENSG00000088756",
         "ENSG00000088882",
         "ENSG00000089012",
         "ENSG00000089041",
@@ -304,9 +291,7 @@
         "ENSG00000090006",
         "ENSG00000090104",
         "ENSG00000090339",
-        "ENSG00000090372",
         "ENSG00000090382",
-        "ENSG00000090470",
         "ENSG00000090534",
         "ENSG00000090539",
         "ENSG00000090659",
@@ -321,7 +306,6 @@
         "ENSG00000091513",
         "ENSG00000091583",
         "ENSG00000091622",
-        "ENSG00000091656",
         "ENSG00000091879",
         "ENSG00000091972",
         "ENSG00000091986",
@@ -333,6 +317,7 @@
         "ENSG00000092850",
         "ENSG00000092931",
         "ENSG00000093009",
+        "ENSG00000094631",
         "ENSG00000094755",
         "ENSG00000094963",
         "ENSG00000095002",
@@ -348,7 +333,6 @@
         "ENSG00000096006",
         "ENSG00000096088",
         "ENSG00000096093",
-        "ENSG00000096264",
         "ENSG00000096654",
         "ENSG00000096696",
         "ENSG00000099194",
@@ -368,7 +352,6 @@
         "ENSG00000100122",
         "ENSG00000100156",
         "ENSG00000100167",
-        "ENSG00000100191",
         "ENSG00000100197",
         "ENSG00000100206",
         "ENSG00000100211",
@@ -380,14 +363,13 @@
         "ENSG00000100285",
         "ENSG00000100290",
         "ENSG00000100292",
-        "ENSG00000100297",
         "ENSG00000100298",
         "ENSG00000100311",
         "ENSG00000100336",
-        "ENSG00000100350",
         "ENSG00000100351",
         "ENSG00000100385",
         "ENSG00000100427",
+        "ENSG00000100433",
         "ENSG00000100450",
         "ENSG00000100453",
         "ENSG00000100473",
@@ -396,7 +378,6 @@
         "ENSG00000100558",
         "ENSG00000100583",
         "ENSG00000100592",
-        "ENSG00000100593",
         "ENSG00000100604",
         "ENSG00000100628",
         "ENSG00000100678",
@@ -412,8 +393,10 @@
         "ENSG00000101003",
         "ENSG00000101049",
         "ENSG00000101082",
-        "ENSG00000101104",
+        "ENSG00000101115",
+        "ENSG00000101144",
         "ENSG00000101162",
+        "ENSG00000101166",
         "ENSG00000101188",
         "ENSG00000101200",
         "ENSG00000101203",
@@ -425,6 +408,7 @@
         "ENSG00000101310",
         "ENSG00000101323",
         "ENSG00000101331",
+        "ENSG00000101405",
         "ENSG00000101412",
         "ENSG00000101443",
         "ENSG00000101447",
@@ -460,7 +444,6 @@
         "ENSG00000102468",
         "ENSG00000102554",
         "ENSG00000102575",
-        "ENSG00000102678",
         "ENSG00000102683",
         "ENSG00000102755",
         "ENSG00000102760",
@@ -489,7 +472,6 @@
         "ENSG00000103356",
         "ENSG00000103375",
         "ENSG00000103494",
-        "ENSG00000103496",
         "ENSG00000103546",
         "ENSG00000103710",
         "ENSG00000103740",
@@ -500,6 +482,7 @@
         "ENSG00000104081",
         "ENSG00000104112",
         "ENSG00000104213",
+        "ENSG00000104219",
         "ENSG00000104267",
         "ENSG00000104321",
         "ENSG00000104327",
@@ -511,6 +494,7 @@
         "ENSG00000104415",
         "ENSG00000104435",
         "ENSG00000104497",
+        "ENSG00000104499",
         "ENSG00000104518",
         "ENSG00000104537",
         "ENSG00000104611",
@@ -519,13 +503,12 @@
         "ENSG00000104738",
         "ENSG00000104760",
         "ENSG00000104833",
-        "ENSG00000104848",
         "ENSG00000104879",
         "ENSG00000104921",
         "ENSG00000104938",
+        "ENSG00000104951",
         "ENSG00000104953",
         "ENSG00000104972",
-        "ENSG00000104974",
         "ENSG00000105048",
         "ENSG00000105141",
         "ENSG00000105143",
@@ -537,16 +520,17 @@
         "ENSG00000105255",
         "ENSG00000105290",
         "ENSG00000105339",
-        "ENSG00000105352",
         "ENSG00000105366",
         "ENSG00000105370",
         "ENSG00000105374",
+        "ENSG00000105376",
         "ENSG00000105392",
         "ENSG00000105397",
         "ENSG00000105398",
         "ENSG00000105427",
         "ENSG00000105447",
         "ENSG00000105492",
+        "ENSG00000105497",
         "ENSG00000105499",
         "ENSG00000105507",
         "ENSG00000105509",
@@ -587,7 +571,6 @@
         "ENSG00000106588",
         "ENSG00000106631",
         "ENSG00000106633",
-        "ENSG00000106636",
         "ENSG00000106683",
         "ENSG00000106689",
         "ENSG00000106819",
@@ -598,12 +581,11 @@
         "ENSG00000107018",
         "ENSG00000107021",
         "ENSG00000107105",
-        "ENSG00000107159",
         "ENSG00000107165",
+        "ENSG00000107282",
         "ENSG00000107447",
         "ENSG00000107537",
         "ENSG00000107562",
-        "ENSG00000107593",
         "ENSG00000107771",
         "ENSG00000107796",
         "ENSG00000107798",
@@ -612,7 +594,6 @@
         "ENSG00000107954",
         "ENSG00000107984",
         "ENSG00000108018",
-        "ENSG00000108094",
         "ENSG00000108176",
         "ENSG00000108231",
         "ENSG00000108244",
@@ -620,6 +601,7 @@
         "ENSG00000108342",
         "ENSG00000108387",
         "ENSG00000108405",
+        "ENSG00000108468",
         "ENSG00000108515",
         "ENSG00000108551",
         "ENSG00000108576",
@@ -628,12 +610,10 @@
         "ENSG00000108688",
         "ENSG00000108691",
         "ENSG00000108700",
-        "ENSG00000108733",
         "ENSG00000108821",
         "ENSG00000108828",
         "ENSG00000108839",
         "ENSG00000108878",
-        "ENSG00000108924",
         "ENSG00000108932",
         "ENSG00000108947",
         "ENSG00000108984",
@@ -646,10 +626,12 @@
         "ENSG00000109107",
         "ENSG00000109158",
         "ENSG00000109182",
+        "ENSG00000109193",
         "ENSG00000109272",
         "ENSG00000109321",
         "ENSG00000109471",
         "ENSG00000109511",
+        "ENSG00000109534",
         "ENSG00000109832",
         "ENSG00000109846",
         "ENSG00000109927",
@@ -668,21 +650,20 @@
         "ENSG00000110492",
         "ENSG00000110665",
         "ENSG00000110680",
-        "ENSG00000110786",
         "ENSG00000110799",
         "ENSG00000110848",
         "ENSG00000110852",
         "ENSG00000110876",
+        "ENSG00000110881",
         "ENSG00000110887",
-        "ENSG00000110934",
         "ENSG00000110944",
         "ENSG00000111012",
         "ENSG00000111046",
         "ENSG00000111057",
         "ENSG00000111181",
+        "ENSG00000111218",
         "ENSG00000111245",
         "ENSG00000111331",
-        "ENSG00000111335",
         "ENSG00000111339",
         "ENSG00000111341",
         "ENSG00000111364",
@@ -691,17 +672,20 @@
         "ENSG00000111432",
         "ENSG00000111536",
         "ENSG00000111537",
+        "ENSG00000111554",
         "ENSG00000111602",
         "ENSG00000111640",
         "ENSG00000111644",
         "ENSG00000111665",
         "ENSG00000111674",
-        "ENSG00000111799",
+        "ENSG00000111704",
         "ENSG00000111801",
         "ENSG00000111834",
         "ENSG00000111845",
         "ENSG00000111886",
         "ENSG00000111981",
+        "ENSG00000112029",
+        "ENSG00000112041",
         "ENSG00000112077",
         "ENSG00000112116",
         "ENSG00000112137",
@@ -717,12 +701,12 @@
         "ENSG00000112246",
         "ENSG00000112303",
         "ENSG00000112304",
+        "ENSG00000112309",
         "ENSG00000112333",
         "ENSG00000112378",
         "ENSG00000112425",
         "ENSG00000112539",
         "ENSG00000112562",
-        "ENSG00000112599",
         "ENSG00000112619",
         "ENSG00000112742",
         "ENSG00000112761",
@@ -734,17 +718,17 @@
         "ENSG00000113088",
         "ENSG00000113140",
         "ENSG00000113196",
+        "ENSG00000113209",
         "ENSG00000113212",
         "ENSG00000113240",
-        "ENSG00000113248",
         "ENSG00000113249",
         "ENSG00000113262",
-        "ENSG00000113263",
         "ENSG00000113296",
         "ENSG00000113327",
         "ENSG00000113361",
         "ENSG00000113492",
         "ENSG00000113520",
+        "ENSG00000113555",
         "ENSG00000113569",
         "ENSG00000113594",
         "ENSG00000113739",
@@ -763,8 +747,8 @@
         "ENSG00000114473",
         "ENSG00000114487",
         "ENSG00000114638",
+        "ENSG00000114654",
         "ENSG00000114742",
-        "ENSG00000114745",
         "ENSG00000114771",
         "ENSG00000114790",
         "ENSG00000114854",
@@ -774,7 +758,6 @@
         "ENSG00000115085",
         "ENSG00000115155",
         "ENSG00000115165",
-        "ENSG00000115271",
         "ENSG00000115282",
         "ENSG00000115297",
         "ENSG00000115318",
@@ -799,20 +782,20 @@
         "ENSG00000115827",
         "ENSG00000115828",
         "ENSG00000115850",
+        "ENSG00000115902",
         "ENSG00000115956",
         "ENSG00000115993",
         "ENSG00000116016",
         "ENSG00000116031",
-        "ENSG00000116106",
         "ENSG00000116176",
         "ENSG00000116183",
         "ENSG00000116205",
-        "ENSG00000116254",
+        "ENSG00000116285",
         "ENSG00000116299",
         "ENSG00000116329",
-        "ENSG00000116525",
         "ENSG00000116688",
         "ENSG00000116690",
+        "ENSG00000116703",
         "ENSG00000116741",
         "ENSG00000116745",
         "ENSG00000116819",
@@ -820,7 +803,6 @@
         "ENSG00000116863",
         "ENSG00000116906",
         "ENSG00000116962",
-        "ENSG00000116983",
         "ENSG00000117010",
         "ENSG00000117013",
         "ENSG00000117016",
@@ -831,8 +813,8 @@
         "ENSG00000117215",
         "ENSG00000117226",
         "ENSG00000117228",
+        "ENSG00000117245",
         "ENSG00000117281",
-        "ENSG00000117318",
         "ENSG00000117322",
         "ENSG00000117394",
         "ENSG00000117399",
@@ -898,7 +880,6 @@
         "ENSG00000120049",
         "ENSG00000120051",
         "ENSG00000120057",
-        "ENSG00000120075",
         "ENSG00000120129",
         "ENSG00000120156",
         "ENSG00000120215",
@@ -906,15 +887,14 @@
         "ENSG00000120279",
         "ENSG00000120306",
         "ENSG00000120324",
+        "ENSG00000120327",
         "ENSG00000120332",
         "ENSG00000120333",
         "ENSG00000120334",
         "ENSG00000120337",
         "ENSG00000120457",
-        "ENSG00000120471",
         "ENSG00000120539",
         "ENSG00000120645",
-        "ENSG00000120659",
         "ENSG00000120669",
         "ENSG00000120694",
         "ENSG00000120708",
@@ -940,7 +920,9 @@
         "ENSG00000121594",
         "ENSG00000121690",
         "ENSG00000121742",
+        "ENSG00000121753",
         "ENSG00000121769",
+        "ENSG00000121797",
         "ENSG00000121807",
         "ENSG00000121853",
         "ENSG00000121871",
@@ -966,6 +948,7 @@
         "ENSG00000122852",
         "ENSG00000122859",
         "ENSG00000122861",
+        "ENSG00000122862",
         "ENSG00000122870",
         "ENSG00000122877",
         "ENSG00000122882",
@@ -982,7 +965,6 @@
         "ENSG00000123485",
         "ENSG00000123496",
         "ENSG00000123560",
-        "ENSG00000123570",
         "ENSG00000123610",
         "ENSG00000123643",
         "ENSG00000123689",
@@ -997,7 +979,9 @@
         "ENSG00000124102",
         "ENSG00000124107",
         "ENSG00000124134",
+        "ENSG00000124159",
         "ENSG00000124164",
+        "ENSG00000124205",
         "ENSG00000124217",
         "ENSG00000124253",
         "ENSG00000124260",
@@ -1013,10 +997,8 @@
         "ENSG00000124508",
         "ENSG00000124557",
         "ENSG00000124564",
-        "ENSG00000124568",
         "ENSG00000124657",
         "ENSG00000124664",
-        "ENSG00000124701",
         "ENSG00000124721",
         "ENSG00000124731",
         "ENSG00000124743",
@@ -1034,16 +1016,16 @@
         "ENSG00000125245",
         "ENSG00000125247",
         "ENSG00000125285",
-        "ENSG00000125319",
+        "ENSG00000125337",
         "ENSG00000125355",
         "ENSG00000125378",
         "ENSG00000125430",
-        "ENSG00000125450",
         "ENSG00000125485",
         "ENSG00000125538",
         "ENSG00000125571",
         "ENSG00000125675",
         "ENSG00000125735",
+        "ENSG00000125787",
         "ENSG00000125810",
         "ENSG00000125813",
         "ENSG00000125820",
@@ -1068,10 +1050,8 @@
         "ENSG00000126878",
         "ENSG00000126895",
         "ENSG00000127074",
-        "ENSG00000127081",
         "ENSG00000127129",
         "ENSG00000127241",
-        "ENSG00000127249",
         "ENSG00000127318",
         "ENSG00000127324",
         "ENSG00000127325",
@@ -1081,23 +1061,26 @@
         "ENSG00000127366",
         "ENSG00000127423",
         "ENSG00000127507",
-        "ENSG00000127530",
         "ENSG00000127533",
         "ENSG00000127561",
         "ENSG00000127580",
+        "ENSG00000127743",
         "ENSG00000127824",
         "ENSG00000127903",
         "ENSG00000127928",
         "ENSG00000127951",
         "ENSG00000127954",
+        "ENSG00000128011",
         "ENSG00000128016",
         "ENSG00000128040",
         "ENSG00000128052",
+        "ENSG00000128218",
         "ENSG00000128266",
         "ENSG00000128285",
         "ENSG00000128322",
         "ENSG00000128342",
         "ENSG00000128383",
+        "ENSG00000128394",
         "ENSG00000128422",
         "ENSG00000128510",
         "ENSG00000128564",
@@ -1130,7 +1113,6 @@
         "ENSG00000130066",
         "ENSG00000130182",
         "ENSG00000130203",
-        "ENSG00000130270",
         "ENSG00000130287",
         "ENSG00000130294",
         "ENSG00000130300",
@@ -1152,7 +1134,6 @@
         "ENSG00000130876",
         "ENSG00000130943",
         "ENSG00000130957",
-        "ENSG00000130988",
         "ENSG00000130997",
         "ENSG00000131015",
         "ENSG00000131016",
@@ -1163,10 +1144,12 @@
         "ENSG00000131153",
         "ENSG00000131183",
         "ENSG00000131203",
+        "ENSG00000131386",
         "ENSG00000131400",
         "ENSG00000131459",
         "ENSG00000131482",
         "ENSG00000131634",
+        "ENSG00000131650",
         "ENSG00000131686",
         "ENSG00000131711",
         "ENSG00000131730",
@@ -1176,7 +1159,7 @@
         "ENSG00000131849",
         "ENSG00000131899",
         "ENSG00000131910",
-        "ENSG00000132000",
+        "ENSG00000131944",
         "ENSG00000132002",
         "ENSG00000132026",
         "ENSG00000132031",
@@ -1185,9 +1168,7 @@
         "ENSG00000132204",
         "ENSG00000132254",
         "ENSG00000132256",
-        "ENSG00000132297",
         "ENSG00000132321",
-        "ENSG00000132329",
         "ENSG00000132386",
         "ENSG00000132429",
         "ENSG00000132437",
@@ -1196,6 +1177,7 @@
         "ENSG00000132475",
         "ENSG00000132514",
         "ENSG00000132541",
+        "ENSG00000132561",
         "ENSG00000132622",
         "ENSG00000132623",
         "ENSG00000132639",
@@ -1205,6 +1187,7 @@
         "ENSG00000132677",
         "ENSG00000132681",
         "ENSG00000132692",
+        "ENSG00000132704",
         "ENSG00000132744",
         "ENSG00000132746",
         "ENSG00000132773",
@@ -1216,6 +1199,7 @@
         "ENSG00000132915",
         "ENSG00000132932",
         "ENSG00000132938",
+        "ENSG00000132964",
         "ENSG00000132965",
         "ENSG00000132972",
         "ENSG00000132975",
@@ -1228,6 +1212,7 @@
         "ENSG00000133115",
         "ENSG00000133116",
         "ENSG00000133138",
+        "ENSG00000133169",
         "ENSG00000133256",
         "ENSG00000133302",
         "ENSG00000133317",
@@ -1261,6 +1246,7 @@
         "ENSG00000134323",
         "ENSG00000134339",
         "ENSG00000134363",
+        "ENSG00000134376",
         "ENSG00000134443",
         "ENSG00000134452",
         "ENSG00000134460",
@@ -1280,11 +1266,12 @@
         "ENSG00000134864",
         "ENSG00000134873",
         "ENSG00000134901",
+        "ENSG00000134917",
         "ENSG00000134962",
         "ENSG00000135046",
         "ENSG00000135047",
+        "ENSG00000135069",
         "ENSG00000135094",
-        "ENSG00000135111",
         "ENSG00000135114",
         "ENSG00000135116",
         "ENSG00000135119",
@@ -1325,13 +1312,12 @@
         "ENSG00000136167",
         "ENSG00000136235",
         "ENSG00000136244",
-        "ENSG00000136327",
         "ENSG00000136378",
         "ENSG00000136444",
         "ENSG00000136449",
+        "ENSG00000136457",
         "ENSG00000136514",
         "ENSG00000136531",
-        "ENSG00000136535",
         "ENSG00000136541",
         "ENSG00000136546",
         "ENSG00000136634",
@@ -1348,6 +1334,7 @@
         "ENSG00000136943",
         "ENSG00000136960",
         "ENSG00000136999",
+        "ENSG00000137040",
         "ENSG00000137077",
         "ENSG00000137098",
         "ENSG00000137101",
@@ -1360,7 +1347,7 @@
         "ENSG00000137204",
         "ENSG00000137225",
         "ENSG00000137265",
-        "ENSG00000137337",
+        "ENSG00000137310",
         "ENSG00000137434",
         "ENSG00000137441",
         "ENSG00000137449",
@@ -1377,6 +1364,7 @@
         "ENSG00000137634",
         "ENSG00000137672",
         "ENSG00000137673",
+        "ENSG00000137691",
         "ENSG00000137699",
         "ENSG00000137700",
         "ENSG00000137707",
@@ -1398,7 +1386,6 @@
         "ENSG00000137975",
         "ENSG00000137976",
         "ENSG00000138028",
-        "ENSG00000138039",
         "ENSG00000138061",
         "ENSG00000138100",
         "ENSG00000138109",
@@ -1416,6 +1403,7 @@
         "ENSG00000138496",
         "ENSG00000138604",
         "ENSG00000138615",
+        "ENSG00000138653",
         "ENSG00000138722",
         "ENSG00000138755",
         "ENSG00000138772",
@@ -1436,6 +1424,7 @@
         "ENSG00000139318",
         "ENSG00000139323",
         "ENSG00000139329",
+        "ENSG00000139350",
         "ENSG00000139352",
         "ENSG00000139364",
         "ENSG00000139445",
@@ -1446,6 +1435,7 @@
         "ENSG00000139651",
         "ENSG00000139679",
         "ENSG00000139767",
+        "ENSG00000139780",
         "ENSG00000139874",
         "ENSG00000139880",
         "ENSG00000139914",
@@ -1457,7 +1447,6 @@
         "ENSG00000140030",
         "ENSG00000140057",
         "ENSG00000140067",
-        "ENSG00000140090",
         "ENSG00000140092",
         "ENSG00000140105",
         "ENSG00000140107",
@@ -1468,7 +1457,6 @@
         "ENSG00000140287",
         "ENSG00000140297",
         "ENSG00000140323",
-        "ENSG00000140368",
         "ENSG00000140403",
         "ENSG00000140450",
         "ENSG00000140451",
@@ -1481,17 +1469,13 @@
         "ENSG00000140522",
         "ENSG00000140525",
         "ENSG00000140538",
-        "ENSG00000140543",
-        "ENSG00000140557",
         "ENSG00000140675",
         "ENSG00000140749",
         "ENSG00000140835",
         "ENSG00000140854",
         "ENSG00000140931",
         "ENSG00000140986",
-        "ENSG00000141034",
         "ENSG00000141096",
-        "ENSG00000141194",
         "ENSG00000141294",
         "ENSG00000141338",
         "ENSG00000141433",
@@ -1511,9 +1495,8 @@
         "ENSG00000142512",
         "ENSG00000142552",
         "ENSG00000142556",
-        "ENSG00000142677",
         "ENSG00000142686",
-        "ENSG00000142731",
+        "ENSG00000142700",
         "ENSG00000142748",
         "ENSG00000142871",
         "ENSG00000142945",
@@ -1524,8 +1507,6 @@
         "ENSG00000143127",
         "ENSG00000143178",
         "ENSG00000143184",
-        "ENSG00000143185",
-        "ENSG00000143194",
         "ENSG00000143195",
         "ENSG00000143196",
         "ENSG00000143248",
@@ -1533,8 +1514,7 @@
         "ENSG00000143333",
         "ENSG00000143353",
         "ENSG00000143355",
-        "ENSG00000143365",
-        "ENSG00000143369",
+        "ENSG00000143363",
         "ENSG00000143387",
         "ENSG00000143409",
         "ENSG00000143416",
@@ -1563,11 +1543,9 @@
         "ENSG00000144130",
         "ENSG00000144152",
         "ENSG00000144191",
-        "ENSG00000144227",
         "ENSG00000144230",
         "ENSG00000144290",
         "ENSG00000144339",
-        "ENSG00000144354",
         "ENSG00000144355",
         "ENSG00000144362",
         "ENSG00000144381",
@@ -1590,10 +1568,10 @@
         "ENSG00000144895",
         "ENSG00000145014",
         "ENSG00000145040",
+        "ENSG00000145088",
         "ENSG00000145103",
         "ENSG00000145113",
         "ENSG00000145147",
-        "ENSG00000145192",
         "ENSG00000145198",
         "ENSG00000145244",
         "ENSG00000145248",
@@ -1612,13 +1590,12 @@
         "ENSG00000145708",
         "ENSG00000145721",
         "ENSG00000145777",
-        "ENSG00000145779",
         "ENSG00000145794",
         "ENSG00000145824",
         "ENSG00000145861",
+        "ENSG00000145864",
         "ENSG00000145868",
         "ENSG00000145882",
-        "ENSG00000145908",
         "ENSG00000145936",
         "ENSG00000145949",
         "ENSG00000146013",
@@ -1639,10 +1616,8 @@
         "ENSG00000146678",
         "ENSG00000146842",
         "ENSG00000146909",
-        "ENSG00000146918",
         "ENSG00000147036",
         "ENSG00000147082",
-        "ENSG00000147099",
         "ENSG00000147113",
         "ENSG00000147117",
         "ENSG00000147127",
@@ -1667,7 +1642,6 @@
         "ENSG00000148180",
         "ENSG00000148344",
         "ENSG00000148346",
-        "ENSG00000148400",
         "ENSG00000148513",
         "ENSG00000148600",
         "ENSG00000148604",
@@ -1681,16 +1655,15 @@
         "ENSG00000149090",
         "ENSG00000149124",
         "ENSG00000149131",
-        "ENSG00000149150",
         "ENSG00000149201",
         "ENSG00000149295",
         "ENSG00000149435",
+        "ENSG00000149474",
         "ENSG00000149488",
         "ENSG00000149489",
         "ENSG00000149506",
         "ENSG00000149516",
         "ENSG00000149534",
-        "ENSG00000149557",
         "ENSG00000149564",
         "ENSG00000149573",
         "ENSG00000149575",
@@ -1698,6 +1671,7 @@
         "ENSG00000149596",
         "ENSG00000149635",
         "ENSG00000149679",
+        "ENSG00000149735",
         "ENSG00000149742",
         "ENSG00000149781",
         "ENSG00000149922",
@@ -1706,25 +1680,28 @@
         "ENSG00000150048",
         "ENSG00000150051",
         "ENSG00000150401",
-        "ENSG00000150455",
         "ENSG00000150594",
         "ENSG00000150636",
         "ENSG00000150681",
         "ENSG00000150687",
+        "ENSG00000150722",
         "ENSG00000150750",
+        "ENSG00000150776",
         "ENSG00000150783",
         "ENSG00000150873",
         "ENSG00000151006",
         "ENSG00000151117",
         "ENSG00000151239",
+        "ENSG00000151287",
         "ENSG00000151365",
         "ENSG00000151388",
+        "ENSG00000151468",
         "ENSG00000151577",
         "ENSG00000151611",
         "ENSG00000151632",
+        "ENSG00000151640",
         "ENSG00000151655",
         "ENSG00000151704",
-        "ENSG00000151725",
         "ENSG00000151778",
         "ENSG00000151790",
         "ENSG00000151834",
@@ -1741,13 +1718,10 @@
         "ENSG00000152433",
         "ENSG00000152454",
         "ENSG00000152463",
-        "ENSG00000152465",
         "ENSG00000152583",
         "ENSG00000152591",
         "ENSG00000152592",
         "ENSG00000152611",
-        "ENSG00000152669",
-        "ENSG00000152670",
         "ENSG00000152672",
         "ENSG00000152684",
         "ENSG00000152760",
@@ -1773,6 +1747,7 @@
         "ENSG00000154096",
         "ENSG00000154099",
         "ENSG00000154118",
+        "ENSG00000154127",
         "ENSG00000154143",
         "ENSG00000154165",
         "ENSG00000154175",
@@ -1794,19 +1769,15 @@
         "ENSG00000154920",
         "ENSG00000154975",
         "ENSG00000155011",
-        "ENSG00000155275",
         "ENSG00000155304",
-        "ENSG00000155367",
         "ENSG00000155380",
         "ENSG00000155657",
         "ENSG00000155659",
-        "ENSG00000155666",
+        "ENSG00000155714",
         "ENSG00000155816",
         "ENSG00000155827",
         "ENSG00000155850",
-        "ENSG00000155875",
         "ENSG00000155886",
-        "ENSG00000155893",
         "ENSG00000155897",
         "ENSG00000155961",
         "ENSG00000156076",
@@ -1818,6 +1789,7 @@
         "ENSG00000156234",
         "ENSG00000156265",
         "ENSG00000156298",
+        "ENSG00000156345",
         "ENSG00000156466",
         "ENSG00000156486",
         "ENSG00000156515",
@@ -1832,6 +1804,7 @@
         "ENSG00000156973",
         "ENSG00000156983",
         "ENSG00000157005",
+        "ENSG00000157017",
         "ENSG00000157036",
         "ENSG00000157150",
         "ENSG00000157152",
@@ -1839,7 +1812,6 @@
         "ENSG00000157214",
         "ENSG00000157330",
         "ENSG00000157335",
-        "ENSG00000157353",
         "ENSG00000157404",
         "ENSG00000157423",
         "ENSG00000157429",
@@ -1850,6 +1822,7 @@
         "ENSG00000157765",
         "ENSG00000157766",
         "ENSG00000157833",
+        "ENSG00000157851",
         "ENSG00000157856",
         "ENSG00000157999",
         "ENSG00000158008",
@@ -1863,6 +1836,7 @@
         "ENSG00000158301",
         "ENSG00000158406",
         "ENSG00000158423",
+        "ENSG00000158457",
         "ENSG00000158477",
         "ENSG00000158481",
         "ENSG00000158486",
@@ -1871,6 +1845,7 @@
         "ENSG00000158691",
         "ENSG00000158748",
         "ENSG00000158764",
+        "ENSG00000158786",
         "ENSG00000158805",
         "ENSG00000158806",
         "ENSG00000158815",
@@ -1884,7 +1859,6 @@
         "ENSG00000159173",
         "ENSG00000159189",
         "ENSG00000159200",
-        "ENSG00000159208",
         "ENSG00000159217",
         "ENSG00000159228",
         "ENSG00000159251",
@@ -1896,7 +1870,6 @@
         "ENSG00000159403",
         "ENSG00000159409",
         "ENSG00000159450",
-        "ENSG00000159495",
         "ENSG00000159588",
         "ENSG00000159618",
         "ENSG00000159674",
@@ -1918,12 +1891,13 @@
         "ENSG00000160188",
         "ENSG00000160213",
         "ENSG00000160224",
-        "ENSG00000160233",
         "ENSG00000160282",
         "ENSG00000160307",
         "ENSG00000160339",
         "ENSG00000160352",
         "ENSG00000160401",
+        "ENSG00000160408",
+        "ENSG00000160471",
         "ENSG00000160472",
         "ENSG00000160505",
         "ENSG00000160593",
@@ -1950,6 +1924,7 @@
         "ENSG00000161653",
         "ENSG00000161671",
         "ENSG00000161692",
+        "ENSG00000161798",
         "ENSG00000161800",
         "ENSG00000161896",
         "ENSG00000161905",
@@ -1960,7 +1935,9 @@
         "ENSG00000162078",
         "ENSG00000162188",
         "ENSG00000162267",
+        "ENSG00000162367",
         "ENSG00000162374",
+        "ENSG00000162377",
         "ENSG00000162391",
         "ENSG00000162396",
         "ENSG00000162399",
@@ -1968,6 +1945,7 @@
         "ENSG00000162461",
         "ENSG00000162482",
         "ENSG00000162490",
+        "ENSG00000162494",
         "ENSG00000162543",
         "ENSG00000162592",
         "ENSG00000162594",
@@ -1979,7 +1957,6 @@
         "ENSG00000162631",
         "ENSG00000162639",
         "ENSG00000162643",
-        "ENSG00000162645",
         "ENSG00000162650",
         "ENSG00000162676",
         "ENSG00000162692",
@@ -2007,26 +1984,27 @@
         "ENSG00000163040",
         "ENSG00000163053",
         "ENSG00000163060",
+        "ENSG00000163072",
         "ENSG00000163081",
         "ENSG00000163092",
         "ENSG00000163106",
         "ENSG00000163121",
-        "ENSG00000163141",
         "ENSG00000163154",
         "ENSG00000163157",
+        "ENSG00000163161",
         "ENSG00000163220",
         "ENSG00000163273",
         "ENSG00000163283",
+        "ENSG00000163285",
         "ENSG00000163291",
         "ENSG00000163347",
-        "ENSG00000163354",
         "ENSG00000163359",
-        "ENSG00000163380",
         "ENSG00000163395",
         "ENSG00000163421",
         "ENSG00000163430",
         "ENSG00000163449",
         "ENSG00000163453",
+        "ENSG00000163462",
         "ENSG00000163464",
         "ENSG00000163497",
         "ENSG00000163499",
@@ -2041,6 +2019,7 @@
         "ENSG00000163600",
         "ENSG00000163606",
         "ENSG00000163608",
+        "ENSG00000163623",
         "ENSG00000163631",
         "ENSG00000163638",
         "ENSG00000163661",
@@ -2055,14 +2034,13 @@
         "ENSG00000163751",
         "ENSG00000163762",
         "ENSG00000163812",
-        "ENSG00000163817",
         "ENSG00000163818",
+        "ENSG00000163823",
         "ENSG00000163833",
         "ENSG00000163900",
         "ENSG00000163914",
         "ENSG00000163975",
         "ENSG00000163993",
-        "ENSG00000164002",
         "ENSG00000164007",
         "ENSG00000164032",
         "ENSG00000164035",
@@ -2088,6 +2066,7 @@
         "ENSG00000164318",
         "ENSG00000164338",
         "ENSG00000164344",
+        "ENSG00000164347",
         "ENSG00000164366",
         "ENSG00000164398",
         "ENSG00000164400",
@@ -2105,8 +2084,8 @@
         "ENSG00000164542",
         "ENSG00000164611",
         "ENSG00000164631",
+        "ENSG00000164638",
         "ENSG00000164651",
-        "ENSG00000164663",
         "ENSG00000164675",
         "ENSG00000164683",
         "ENSG00000164687",
@@ -2121,15 +2100,15 @@
         "ENSG00000164764",
         "ENSG00000164778",
         "ENSG00000164794",
+        "ENSG00000164823",
         "ENSG00000164825",
-        "ENSG00000164850",
         "ENSG00000164879",
         "ENSG00000164920",
+        "ENSG00000164929",
         "ENSG00000164932",
         "ENSG00000164941",
         "ENSG00000164949",
-        "ENSG00000164976",
-        "ENSG00000165046",
+        "ENSG00000165023",
         "ENSG00000165061",
         "ENSG00000165071",
         "ENSG00000165124",
@@ -2143,6 +2122,7 @@
         "ENSG00000165300",
         "ENSG00000165309",
         "ENSG00000165312",
+        "ENSG00000165323",
         "ENSG00000165325",
         "ENSG00000165349",
         "ENSG00000165376",
@@ -2151,6 +2131,7 @@
         "ENSG00000165474",
         "ENSG00000165480",
         "ENSG00000165507",
+        "ENSG00000165511",
         "ENSG00000165566",
         "ENSG00000165572",
         "ENSG00000165588",
@@ -2165,12 +2146,12 @@
         "ENSG00000165794",
         "ENSG00000165799",
         "ENSG00000165810",
+        "ENSG00000165832",
         "ENSG00000165887",
         "ENSG00000165899",
         "ENSG00000165914",
         "ENSG00000165917",
         "ENSG00000165923",
-        "ENSG00000165934",
         "ENSG00000165949",
         "ENSG00000165970",
         "ENSG00000165972",
@@ -2179,7 +2160,10 @@
         "ENSG00000166091",
         "ENSG00000166147",
         "ENSG00000166148",
+        "ENSG00000166159",
         "ENSG00000166183",
+        "ENSG00000166192",
+        "ENSG00000166206",
         "ENSG00000166257",
         "ENSG00000166261",
         "ENSG00000166265",
@@ -2190,10 +2174,12 @@
         "ENSG00000166396",
         "ENSG00000166407",
         "ENSG00000166426",
+        "ENSG00000166428",
         "ENSG00000166482",
         "ENSG00000166509",
         "ENSG00000166558",
         "ENSG00000166562",
+        "ENSG00000166569",
         "ENSG00000166573",
         "ENSG00000166589",
         "ENSG00000166592",
@@ -2207,7 +2193,6 @@
         "ENSG00000166710",
         "ENSG00000166736",
         "ENSG00000166741",
-        "ENSG00000166770",
         "ENSG00000166788",
         "ENSG00000166793",
         "ENSG00000166800",
@@ -2217,6 +2202,7 @@
         "ENSG00000166851",
         "ENSG00000166856",
         "ENSG00000166860",
+        "ENSG00000166900",
         "ENSG00000166917",
         "ENSG00000166922",
         "ENSG00000166923",
@@ -2243,7 +2229,6 @@
         "ENSG00000167419",
         "ENSG00000167434",
         "ENSG00000167447",
-        "ENSG00000167487",
         "ENSG00000167550",
         "ENSG00000167552",
         "ENSG00000167554",
@@ -2259,7 +2244,6 @@
         "ENSG00000167656",
         "ENSG00000167664",
         "ENSG00000167676",
-        "ENSG00000167723",
         "ENSG00000167748",
         "ENSG00000167754",
         "ENSG00000167755",
@@ -2268,6 +2252,7 @@
         "ENSG00000167768",
         "ENSG00000167772",
         "ENSG00000167779",
+        "ENSG00000167785",
         "ENSG00000167792",
         "ENSG00000167840",
         "ENSG00000167842",
@@ -2284,11 +2269,10 @@
         "ENSG00000167981",
         "ENSG00000167984",
         "ENSG00000167995",
-        "ENSG00000167996",
-        "ENSG00000168062",
         "ENSG00000168065",
         "ENSG00000168078",
         "ENSG00000168079",
+        "ENSG00000168135",
         "ENSG00000168209",
         "ENSG00000168229",
         "ENSG00000168263",
@@ -2298,12 +2282,12 @@
         "ENSG00000168314",
         "ENSG00000168329",
         "ENSG00000168334",
-        "ENSG00000168350",
+        "ENSG00000168348",
         "ENSG00000168389",
         "ENSG00000168398",
         "ENSG00000168418",
+        "ENSG00000168434",
         "ENSG00000168454",
-        "ENSG00000168477",
         "ENSG00000168484",
         "ENSG00000168491",
         "ENSG00000168496",
@@ -2318,25 +2302,23 @@
         "ENSG00000168748",
         "ENSG00000168754",
         "ENSG00000168778",
-        "ENSG00000168806",
         "ENSG00000168818",
         "ENSG00000168824",
         "ENSG00000168878",
         "ENSG00000168995",
         "ENSG00000169035",
-        "ENSG00000169064",
         "ENSG00000169067",
         "ENSG00000169071",
         "ENSG00000169116",
         "ENSG00000169129",
         "ENSG00000169139",
+        "ENSG00000169180",
         "ENSG00000169184",
         "ENSG00000169194",
         "ENSG00000169213",
         "ENSG00000169218",
         "ENSG00000169224",
         "ENSG00000169231",
-        "ENSG00000169242",
         "ENSG00000169245",
         "ENSG00000169247",
         "ENSG00000169248",
@@ -2358,6 +2340,8 @@
         "ENSG00000169607",
         "ENSG00000169679",
         "ENSG00000169704",
+        "ENSG00000169710",
+        "ENSG00000169783",
         "ENSG00000169836",
         "ENSG00000169851",
         "ENSG00000169855",
@@ -2366,26 +2350,26 @@
         "ENSG00000169877",
         "ENSG00000169884",
         "ENSG00000169894",
+        "ENSG00000169900",
         "ENSG00000169903",
         "ENSG00000169908",
         "ENSG00000169962",
         "ENSG00000170054",
-        "ENSG00000170075",
         "ENSG00000170099",
         "ENSG00000170113",
         "ENSG00000170153",
         "ENSG00000170180",
+        "ENSG00000170191",
         "ENSG00000170209",
-        "ENSG00000170231",
         "ENSG00000170242",
         "ENSG00000170289",
         "ENSG00000170290",
+        "ENSG00000170310",
         "ENSG00000170312",
         "ENSG00000170322",
         "ENSG00000170323",
         "ENSG00000170345",
         "ENSG00000170364",
-        "ENSG00000170382",
         "ENSG00000170385",
         "ENSG00000170417",
         "ENSG00000170419",
@@ -2411,8 +2395,6 @@
         "ENSG00000170915",
         "ENSG00000170954",
         "ENSG00000170961",
-        "ENSG00000171049",
-        "ENSG00000171217",
         "ENSG00000171236",
         "ENSG00000171243",
         "ENSG00000171246",
@@ -2451,14 +2433,13 @@
         "ENSG00000171855",
         "ENSG00000171860",
         "ENSG00000171864",
+        "ENSG00000171872",
         "ENSG00000171885",
-        "ENSG00000171916",
         "ENSG00000171951",
         "ENSG00000171956",
         "ENSG00000171962",
         "ENSG00000172000",
         "ENSG00000172005",
-        "ENSG00000172006",
         "ENSG00000172020",
         "ENSG00000172031",
         "ENSG00000172061",
@@ -2483,13 +2464,14 @@
         "ENSG00000172551",
         "ENSG00000172671",
         "ENSG00000172724",
+        "ENSG00000172733",
         "ENSG00000172752",
         "ENSG00000172794",
         "ENSG00000172867",
         "ENSG00000172901",
         "ENSG00000172927",
         "ENSG00000172935",
-        "ENSG00000172967",
+        "ENSG00000172955",
         "ENSG00000172995",
         "ENSG00000173080",
         "ENSG00000173083",
@@ -2501,7 +2483,9 @@
         "ENSG00000173237",
         "ENSG00000173250",
         "ENSG00000173269",
+        "ENSG00000173275",
         "ENSG00000173369",
+        "ENSG00000173376",
         "ENSG00000173391",
         "ENSG00000173404",
         "ENSG00000173421",
@@ -2523,15 +2507,18 @@
         "ENSG00000174156",
         "ENSG00000174175",
         "ENSG00000174255",
-        "ENSG00000174292",
         "ENSG00000174327",
         "ENSG00000174343",
         "ENSG00000174348",
         "ENSG00000174370",
         "ENSG00000174429",
+        "ENSG00000174448",
         "ENSG00000174460",
+        "ENSG00000174469",
         "ENSG00000174473",
         "ENSG00000174529",
+        "ENSG00000174564",
+        "ENSG00000174576",
         "ENSG00000174599",
         "ENSG00000174600",
         "ENSG00000174611",
@@ -2542,9 +2529,9 @@
         "ENSG00000174740",
         "ENSG00000174792",
         "ENSG00000174807",
-        "ENSG00000174827",
         "ENSG00000174844",
         "ENSG00000174946",
+        "ENSG00000174951",
         "ENSG00000174992",
         "ENSG00000175063",
         "ENSG00000175073",
@@ -2558,15 +2545,18 @@
         "ENSG00000175354",
         "ENSG00000175426",
         "ENSG00000175445",
+        "ENSG00000175489",
+        "ENSG00000175505",
         "ENSG00000175518",
-        "ENSG00000175536",
         "ENSG00000175548",
         "ENSG00000175567",
         "ENSG00000175575",
-        "ENSG00000175592",
         "ENSG00000175691",
         "ENSG00000175766",
+        "ENSG00000175779",
+        "ENSG00000175820",
         "ENSG00000175832",
+        "ENSG00000175857",
         "ENSG00000175894",
         "ENSG00000175899",
         "ENSG00000175906",
@@ -2574,7 +2564,6 @@
         "ENSG00000176018",
         "ENSG00000176024",
         "ENSG00000176029",
-        "ENSG00000176055",
         "ENSG00000176076",
         "ENSG00000176083",
         "ENSG00000176153",
@@ -2587,6 +2576,7 @@
         "ENSG00000176302",
         "ENSG00000176381",
         "ENSG00000176435",
+        "ENSG00000176444",
         "ENSG00000176485",
         "ENSG00000176532",
         "ENSG00000176678",
@@ -2601,10 +2591,12 @@
         "ENSG00000176994",
         "ENSG00000177098",
         "ENSG00000177108",
+        "ENSG00000177112",
         "ENSG00000177181",
         "ENSG00000177272",
         "ENSG00000177301",
         "ENSG00000177324",
+        "ENSG00000177338",
         "ENSG00000177398",
         "ENSG00000177455",
         "ENSG00000177459",
@@ -2621,24 +2613,23 @@
         "ENSG00000177688",
         "ENSG00000177692",
         "ENSG00000177710",
-        "ENSG00000177752",
         "ENSG00000177791",
         "ENSG00000177800",
         "ENSG00000177807",
         "ENSG00000177842",
         "ENSG00000177854",
-        "ENSG00000177873",
+        "ENSG00000177943",
         "ENSG00000177984",
-        "ENSG00000177993",
         "ENSG00000178033",
         "ENSG00000178084",
         "ENSG00000178150",
         "ENSG00000178172",
         "ENSG00000178175",
         "ENSG00000178177",
+        "ENSG00000178202",
+        "ENSG00000178209",
         "ENSG00000178229",
         "ENSG00000178343",
-        "ENSG00000178363",
         "ENSG00000178381",
         "ENSG00000178397",
         "ENSG00000178462",
@@ -2650,9 +2641,8 @@
         "ENSG00000178752",
         "ENSG00000178814",
         "ENSG00000178878",
-        "ENSG00000178882",
         "ENSG00000178904",
-        "ENSG00000178934",
+        "ENSG00000178919",
         "ENSG00000178935",
         "ENSG00000178947",
         "ENSG00000178965",
@@ -2661,13 +2651,16 @@
         "ENSG00000178996",
         "ENSG00000178999",
         "ENSG00000179023",
+        "ENSG00000179029",
         "ENSG00000179044",
+        "ENSG00000179071",
+        "ENSG00000179083",
         "ENSG00000179097",
         "ENSG00000179133",
         "ENSG00000179136",
-        "ENSG00000179141",
         "ENSG00000179144",
         "ENSG00000179219",
+        "ENSG00000179240",
         "ENSG00000179314",
         "ENSG00000179344",
         "ENSG00000179348",
@@ -2679,7 +2672,6 @@
         "ENSG00000179546",
         "ENSG00000179593",
         "ENSG00000179639",
-        "ENSG00000179709",
         "ENSG00000179750",
         "ENSG00000179761",
         "ENSG00000179772",
@@ -2688,6 +2680,7 @@
         "ENSG00000179813",
         "ENSG00000179826",
         "ENSG00000179841",
+        "ENSG00000179855",
         "ENSG00000179873",
         "ENSG00000179889",
         "ENSG00000179902",
@@ -2699,12 +2692,12 @@
         "ENSG00000180138",
         "ENSG00000180176",
         "ENSG00000180209",
-        "ENSG00000180245",
         "ENSG00000180251",
         "ENSG00000180257",
         "ENSG00000180287",
         "ENSG00000180318",
         "ENSG00000180332",
+        "ENSG00000180347",
         "ENSG00000180422",
         "ENSG00000180423",
         "ENSG00000180440",
@@ -2726,7 +2719,6 @@
         "ENSG00000180879",
         "ENSG00000180884",
         "ENSG00000180914",
-        "ENSG00000180929",
         "ENSG00000180938",
         "ENSG00000181007",
         "ENSG00000181019",
@@ -2742,15 +2734,12 @@
         "ENSG00000181450",
         "ENSG00000181513",
         "ENSG00000181585",
-        "ENSG00000181626",
         "ENSG00000181634",
         "ENSG00000181656",
         "ENSG00000181754",
-        "ENSG00000181778",
         "ENSG00000181817",
         "ENSG00000181847",
         "ENSG00000181856",
-        "ENSG00000181894",
         "ENSG00000181908",
         "ENSG00000181938",
         "ENSG00000182010",
@@ -2761,9 +2750,9 @@
         "ENSG00000182158",
         "ENSG00000182177",
         "ENSG00000182223",
+        "ENSG00000182253",
         "ENSG00000182255",
         "ENSG00000182257",
-        "ENSG00000182264",
         "ENSG00000182308",
         "ENSG00000182318",
         "ENSG00000182326",
@@ -2772,6 +2761,7 @@
         "ENSG00000182481",
         "ENSG00000182489",
         "ENSG00000182508",
+        "ENSG00000182521",
         "ENSG00000182545",
         "ENSG00000182687",
         "ENSG00000182704",
@@ -2779,20 +2769,18 @@
         "ENSG00000182747",
         "ENSG00000182782",
         "ENSG00000182791",
+        "ENSG00000182795",
         "ENSG00000182810",
         "ENSG00000182866",
         "ENSG00000182873",
         "ENSG00000182885",
         "ENSG00000182963",
-        "ENSG00000182993",
         "ENSG00000183019",
         "ENSG00000183034",
         "ENSG00000183036",
         "ENSG00000183090",
         "ENSG00000183091",
-        "ENSG00000183092",
         "ENSG00000183134",
-        "ENSG00000183145",
         "ENSG00000183150",
         "ENSG00000183160",
         "ENSG00000183196",
@@ -2802,7 +2790,7 @@
         "ENSG00000183347",
         "ENSG00000183379",
         "ENSG00000183423",
-        "ENSG00000183454",
+        "ENSG00000183439",
         "ENSG00000183484",
         "ENSG00000183569",
         "ENSG00000183571",
@@ -2811,7 +2799,6 @@
         "ENSG00000183625",
         "ENSG00000183644",
         "ENSG00000183647",
-        "ENSG00000183665",
         "ENSG00000183668",
         "ENSG00000183671",
         "ENSG00000183674",
@@ -2822,8 +2809,12 @@
         "ENSG00000183747",
         "ENSG00000183760",
         "ENSG00000183763",
+        "ENSG00000183765",
         "ENSG00000183775",
+        "ENSG00000183784",
         "ENSG00000183798",
+        "ENSG00000183801",
+        "ENSG00000183813",
         "ENSG00000183814",
         "ENSG00000183837",
         "ENSG00000183856",
@@ -2833,7 +2824,9 @@
         "ENSG00000183943",
         "ENSG00000184009",
         "ENSG00000184113",
+        "ENSG00000184144",
         "ENSG00000184226",
+        "ENSG00000184271",
         "ENSG00000184274",
         "ENSG00000184292",
         "ENSG00000184343",
@@ -2851,13 +2844,11 @@
         "ENSG00000184571",
         "ENSG00000184599",
         "ENSG00000184678",
-        "ENSG00000184786",
-        "ENSG00000184809",
         "ENSG00000184845",
+        "ENSG00000184857",
         "ENSG00000184898",
         "ENSG00000184905",
         "ENSG00000184908",
-        "ENSG00000184923",
         "ENSG00000184933",
         "ENSG00000184937",
         "ENSG00000184956",
@@ -2868,8 +2859,8 @@
         "ENSG00000185085",
         "ENSG00000185127",
         "ENSG00000185156",
+        "ENSG00000185220",
         "ENSG00000185245",
-        "ENSG00000185250",
         "ENSG00000185252",
         "ENSG00000185267",
         "ENSG00000185269",
@@ -2882,9 +2873,9 @@
         "ENSG00000185527",
         "ENSG00000185559",
         "ENSG00000185610",
-        "ENSG00000185614",
         "ENSG00000185621",
         "ENSG00000185633",
+        "ENSG00000185652",
         "ENSG00000185664",
         "ENSG00000185669",
         "ENSG00000185681",
@@ -2893,7 +2884,6 @@
         "ENSG00000185742",
         "ENSG00000185792",
         "ENSG00000185823",
-        "ENSG00000185838",
         "ENSG00000185860",
         "ENSG00000185875",
         "ENSG00000185897",
@@ -2904,18 +2894,20 @@
         "ENSG00000185974",
         "ENSG00000185985",
         "ENSG00000186009",
+        "ENSG00000186017",
         "ENSG00000186026",
         "ENSG00000186038",
         "ENSG00000186049",
         "ENSG00000186051",
+        "ENSG00000186074",
         "ENSG00000186081",
         "ENSG00000186105",
-        "ENSG00000186106",
         "ENSG00000186115",
         "ENSG00000186188",
         "ENSG00000186191",
         "ENSG00000186197",
         "ENSG00000186205",
+        "ENSG00000186260",
         "ENSG00000186272",
         "ENSG00000186281",
         "ENSG00000186300",
@@ -2924,7 +2916,6 @@
         "ENSG00000186329",
         "ENSG00000186335",
         "ENSG00000186340",
-        "ENSG00000186367",
         "ENSG00000186417",
         "ENSG00000186446",
         "ENSG00000186448",
@@ -2933,17 +2924,17 @@
         "ENSG00000186474",
         "ENSG00000186479",
         "ENSG00000186480",
+        "ENSG00000186496",
         "ENSG00000186510",
         "ENSG00000186526",
         "ENSG00000186603",
-        "ENSG00000186648",
         "ENSG00000186652",
         "ENSG00000186675",
         "ENSG00000186714",
         "ENSG00000186765",
         "ENSG00000186766",
-        "ENSG00000186767",
         "ENSG00000186792",
+        "ENSG00000186806",
         "ENSG00000186810",
         "ENSG00000186812",
         "ENSG00000186818",
@@ -2958,6 +2949,8 @@
         "ENSG00000186973",
         "ENSG00000187010",
         "ENSG00000187033",
+        "ENSG00000187054",
+        "ENSG00000187066",
         "ENSG00000187094",
         "ENSG00000187098",
         "ENSG00000187123",
@@ -2977,6 +2970,7 @@
         "ENSG00000187608",
         "ENSG00000187642",
         "ENSG00000187682",
+        "ENSG00000187730",
         "ENSG00000187758",
         "ENSG00000187773",
         "ENSG00000187796",
@@ -2992,8 +2986,6 @@
         "ENSG00000187980",
         "ENSG00000187997",
         "ENSG00000188011",
-        "ENSG00000188032",
-        "ENSG00000188051",
         "ENSG00000188060",
         "ENSG00000188070",
         "ENSG00000188124",
@@ -3002,8 +2994,8 @@
         "ENSG00000188176",
         "ENSG00000188211",
         "ENSG00000188257",
-        "ENSG00000188263",
         "ENSG00000188282",
+        "ENSG00000188295",
         "ENSG00000188322",
         "ENSG00000188338",
         "ENSG00000188372",
@@ -3013,7 +3005,6 @@
         "ENSG00000188467",
         "ENSG00000188487",
         "ENSG00000188488",
-        "ENSG00000188501",
         "ENSG00000188505",
         "ENSG00000188508",
         "ENSG00000188536",
@@ -3022,43 +3013,37 @@
         "ENSG00000188643",
         "ENSG00000188659",
         "ENSG00000188672",
-        "ENSG00000188676",
         "ENSG00000188710",
         "ENSG00000188729",
         "ENSG00000188730",
         "ENSG00000188738",
         "ENSG00000188778",
         "ENSG00000188783",
-        "ENSG00000188785",
-        "ENSG00000188816",
         "ENSG00000188817",
         "ENSG00000188822",
         "ENSG00000188828",
         "ENSG00000188868",
-        "ENSG00000188910",
         "ENSG00000188931",
         "ENSG00000188958",
+        "ENSG00000188996",
         "ENSG00000189013",
-        "ENSG00000189030",
         "ENSG00000189042",
         "ENSG00000189050",
         "ENSG00000189051",
         "ENSG00000189056",
-        "ENSG00000189057",
         "ENSG00000189058",
         "ENSG00000189120",
-        "ENSG00000189127",
         "ENSG00000189143",
         "ENSG00000189144",
-        "ENSG00000189167",
+        "ENSG00000189180",
         "ENSG00000189195",
+        "ENSG00000189238",
         "ENSG00000189298",
         "ENSG00000189320",
         "ENSG00000189334",
         "ENSG00000189350",
         "ENSG00000189377",
         "ENSG00000189410",
-        "ENSG00000189420",
         "ENSG00000189430",
         "ENSG00000189431",
         "ENSG00000189433",
@@ -3069,17 +3054,19 @@
         "ENSG00000196136",
         "ENSG00000196172",
         "ENSG00000196188",
+        "ENSG00000196214",
         "ENSG00000196220",
         "ENSG00000196230",
         "ENSG00000196236",
         "ENSG00000196263",
-        "ENSG00000196290",
         "ENSG00000196296",
         "ENSG00000196337",
         "ENSG00000196344",
+        "ENSG00000196352",
         "ENSG00000196366",
         "ENSG00000196368",
         "ENSG00000196376",
+        "ENSG00000196378",
         "ENSG00000196391",
         "ENSG00000196405",
         "ENSG00000196407",
@@ -3103,7 +3090,6 @@
         "ENSG00000196778",
         "ENSG00000196793",
         "ENSG00000196844",
-        "ENSG00000196865",
         "ENSG00000196867",
         "ENSG00000196890",
         "ENSG00000196912",
@@ -3114,15 +3100,15 @@
         "ENSG00000196975",
         "ENSG00000196981",
         "ENSG00000197016",
-        "ENSG00000197046",
-        "ENSG00000197050",
         "ENSG00000197054",
         "ENSG00000197057",
         "ENSG00000197061",
         "ENSG00000197093",
+        "ENSG00000197106",
         "ENSG00000197128",
         "ENSG00000197177",
         "ENSG00000197191",
+        "ENSG00000197208",
         "ENSG00000197213",
         "ENSG00000197249",
         "ENSG00000197251",
@@ -3131,7 +3117,7 @@
         "ENSG00000197279",
         "ENSG00000197299",
         "ENSG00000197301",
-        "ENSG00000197372",
+        "ENSG00000197362",
         "ENSG00000197380",
         "ENSG00000197381",
         "ENSG00000197406",
@@ -3146,17 +3132,14 @@
         "ENSG00000197520",
         "ENSG00000197561",
         "ENSG00000197566",
-        "ENSG00000197579",
-        "ENSG00000197599",
-        "ENSG00000197608",
         "ENSG00000197614",
         "ENSG00000197616",
         "ENSG00000197620",
         "ENSG00000197632",
         "ENSG00000197646",
-        "ENSG00000197653",
         "ENSG00000197712",
         "ENSG00000197714",
+        "ENSG00000197746",
         "ENSG00000197766",
         "ENSG00000197769",
         "ENSG00000197816",
@@ -3188,10 +3171,9 @@
         "ENSG00000198466",
         "ENSG00000198467",
         "ENSG00000198468",
-        "ENSG00000198478",
         "ENSG00000198502",
         "ENSG00000198523",
-        "ENSG00000198547",
+        "ENSG00000198551",
         "ENSG00000198570",
         "ENSG00000198574",
         "ENSG00000198576",
@@ -3199,11 +3181,11 @@
         "ENSG00000198610",
         "ENSG00000198633",
         "ENSG00000198650",
+        "ENSG00000198663",
         "ENSG00000198670",
         "ENSG00000198691",
         "ENSG00000198711",
         "ENSG00000198712",
-        "ENSG00000198718",
         "ENSG00000198727",
         "ENSG00000198753",
         "ENSG00000198759",
@@ -3211,13 +3193,16 @@
         "ENSG00000198768",
         "ENSG00000198785",
         "ENSG00000198786",
+        "ENSG00000198797",
         "ENSG00000198804",
         "ENSG00000198829",
         "ENSG00000198830",
         "ENSG00000198842",
+        "ENSG00000198844",
         "ENSG00000198848",
         "ENSG00000198865",
         "ENSG00000198881",
+        "ENSG00000198885",
         "ENSG00000198886",
         "ENSG00000198888",
         "ENSG00000198899",
@@ -3230,8 +3215,9 @@
         "ENSG00000198944",
         "ENSG00000198959",
         "ENSG00000203288",
+        "ENSG00000203326",
         "ENSG00000203446",
-        "ENSG00000203645",
+        "ENSG00000203663",
         "ENSG00000203685",
         "ENSG00000203697",
         "ENSG00000203705",
@@ -3242,7 +3228,6 @@
         "ENSG00000203801",
         "ENSG00000203805",
         "ENSG00000203907",
-        "ENSG00000203963",
         "ENSG00000203985",
         "ENSG00000204001",
         "ENSG00000204010",
@@ -3265,6 +3250,7 @@
         "ENSG00000204421",
         "ENSG00000204595",
         "ENSG00000204599",
+        "ENSG00000204604",
         "ENSG00000204611",
         "ENSG00000204618",
         "ENSG00000204644",
@@ -3291,6 +3277,7 @@
         "ENSG00000205106",
         "ENSG00000205111",
         "ENSG00000205126",
+        "ENSG00000205143",
         "ENSG00000205277",
         "ENSG00000205334",
         "ENSG00000205420",
@@ -3298,23 +3285,21 @@
         "ENSG00000205426",
         "ENSG00000205488",
         "ENSG00000205542",
-        "ENSG00000205562",
         "ENSG00000205592",
         "ENSG00000205611",
         "ENSG00000205628",
         "ENSG00000205639",
-        "ENSG00000205669",
         "ENSG00000205678",
         "ENSG00000205744",
         "ENSG00000205786",
         "ENSG00000205809",
         "ENSG00000205837",
-        "ENSG00000205857",
         "ENSG00000206069",
         "ENSG00000206075",
         "ENSG00000206177",
         "ENSG00000206432",
         "ENSG00000206535",
+        "ENSG00000206561",
         "ENSG00000211445",
         "ENSG00000211448",
         "ENSG00000211452",
@@ -3343,12 +3328,11 @@
         "ENSG00000214376",
         "ENSG00000214510",
         "ENSG00000214548",
-        "ENSG00000214595",
         "ENSG00000214652",
         "ENSG00000214688",
+        "ENSG00000214700",
         "ENSG00000214814",
         "ENSG00000214842",
-        "ENSG00000214866",
         "ENSG00000214870",
         "ENSG00000214872",
         "ENSG00000215018",
@@ -3362,14 +3346,14 @@
         "ENSG00000215595",
         "ENSG00000215808",
         "ENSG00000215866",
-        "ENSG00000215915",
         "ENSG00000217236",
         "ENSG00000218018",
         "ENSG00000218357",
         "ENSG00000218819",
         "ENSG00000219545",
         "ENSG00000221818",
-        "ENSG00000221845",
+        "ENSG00000221886",
+        "ENSG00000221949",
         "ENSG00000221953",
         "ENSG00000221986",
         "ENSG00000222005",
@@ -3383,8 +3367,8 @@
         "ENSG00000223776",
         "ENSG00000223791",
         "ENSG00000223865",
+        "ENSG00000223923",
         "ENSG00000224086",
-        "ENSG00000224093",
         "ENSG00000224184",
         "ENSG00000224238",
         "ENSG00000224418",
@@ -3394,7 +3378,6 @@
         "ENSG00000224596",
         "ENSG00000224616",
         "ENSG00000224687",
-        "ENSG00000224714",
         "ENSG00000224934",
         "ENSG00000224939",
         "ENSG00000224944",
@@ -3407,18 +3390,19 @@
         "ENSG00000225206",
         "ENSG00000225231",
         "ENSG00000225269",
-        "ENSG00000225376",
         "ENSG00000225526",
         "ENSG00000225535",
         "ENSG00000225556",
         "ENSG00000225675",
         "ENSG00000225697",
         "ENSG00000225706",
+        "ENSG00000225756",
         "ENSG00000225792",
         "ENSG00000225826",
         "ENSG00000225937",
         "ENSG00000225938",
         "ENSG00000225978",
+        "ENSG00000225979",
         "ENSG00000226029",
         "ENSG00000226031",
         "ENSG00000226125",
@@ -3436,18 +3420,19 @@
         "ENSG00000227014",
         "ENSG00000227060",
         "ENSG00000227115",
-        "ENSG00000227124",
-        "ENSG00000227145",
         "ENSG00000227210",
         "ENSG00000227213",
+        "ENSG00000227256",
         "ENSG00000227268",
+        "ENSG00000227354",
         "ENSG00000227373",
         "ENSG00000227456",
         "ENSG00000227467",
         "ENSG00000227477",
         "ENSG00000227495",
-        "ENSG00000227502",
         "ENSG00000227508",
+        "ENSG00000227544",
+        "ENSG00000227954",
         "ENSG00000228013",
         "ENSG00000228022",
         "ENSG00000228063",
@@ -3455,23 +3440,21 @@
         "ENSG00000228140",
         "ENSG00000228278",
         "ENSG00000228293",
-        "ENSG00000228317",
         "ENSG00000228397",
+        "ENSG00000228422",
         "ENSG00000228495",
         "ENSG00000228536",
         "ENSG00000228672",
         "ENSG00000228705",
         "ENSG00000228750",
         "ENSG00000228775",
-        "ENSG00000228784",
         "ENSG00000228789",
         "ENSG00000228817",
         "ENSG00000229056",
         "ENSG00000229205",
         "ENSG00000229214",
-        "ENSG00000229246",
         "ENSG00000229404",
-        "ENSG00000229474",
+        "ENSG00000229414",
         "ENSG00000229525",
         "ENSG00000229536",
         "ENSG00000229558",
@@ -3479,12 +3462,13 @@
         "ENSG00000229676",
         "ENSG00000229780",
         "ENSG00000229847",
+        "ENSG00000229876",
         "ENSG00000229921",
         "ENSG00000230046",
         "ENSG00000230061",
         "ENSG00000230062",
-        "ENSG00000230266",
-        "ENSG00000230314",
+        "ENSG00000230091",
+        "ENSG00000230138",
         "ENSG00000230316",
         "ENSG00000230366",
         "ENSG00000230417",
@@ -3496,12 +3480,13 @@
         "ENSG00000230873",
         "ENSG00000230910",
         "ENSG00000230918",
+        "ENSG00000230923",
+        "ENSG00000231023",
         "ENSG00000231057",
         "ENSG00000231105",
         "ENSG00000231106",
+        "ENSG00000231107",
         "ENSG00000231133",
-        "ENSG00000231154",
-        "ENSG00000231231",
         "ENSG00000231233",
         "ENSG00000231249",
         "ENSG00000231389",
@@ -3512,8 +3497,8 @@
         "ENSG00000231560",
         "ENSG00000231652",
         "ENSG00000231690",
+        "ENSG00000231728",
         "ENSG00000231738",
-        "ENSG00000231742",
         "ENSG00000231764",
         "ENSG00000231768",
         "ENSG00000231882",
@@ -3525,15 +3510,17 @@
         "ENSG00000232445",
         "ENSG00000232480",
         "ENSG00000232629",
-        "ENSG00000232774",
+        "ENSG00000232803",
         "ENSG00000232810",
         "ENSG00000232832",
         "ENSG00000232850",
         "ENSG00000232973",
         "ENSG00000232977",
         "ENSG00000233056",
-        "ENSG00000233098",
-        "ENSG00000233208",
+        "ENSG00000233110",
+        "ENSG00000233117",
+        "ENSG00000233198",
+        "ENSG00000233436",
         "ENSG00000233532",
         "ENSG00000233670",
         "ENSG00000233672",
@@ -3548,6 +3535,7 @@
         "ENSG00000234068",
         "ENSG00000234142",
         "ENSG00000234264",
+        "ENSG00000234277",
         "ENSG00000234284",
         "ENSG00000234380",
         "ENSG00000234390",
@@ -3571,9 +3559,10 @@
         "ENSG00000235532",
         "ENSG00000235597",
         "ENSG00000235621",
+        "ENSG00000235725",
+        "ENSG00000235740",
         "ENSG00000235770",
         "ENSG00000235777",
-        "ENSG00000235947",
         "ENSG00000235997",
         "ENSG00000236078",
         "ENSG00000236144",
@@ -3596,10 +3585,10 @@
         "ENSG00000237440",
         "ENSG00000237489",
         "ENSG00000237560",
-        "ENSG00000237595",
         "ENSG00000237686",
         "ENSG00000237693",
         "ENSG00000237807",
+        "ENSG00000237819",
         "ENSG00000237879",
         "ENSG00000237914",
         "ENSG00000237945",
@@ -3607,17 +3596,20 @@
         "ENSG00000238097",
         "ENSG00000238121",
         "ENSG00000238160",
+        "ENSG00000239445",
         "ENSG00000239474",
         "ENSG00000239713",
-        "ENSG00000239774",
         "ENSG00000239961",
+        "ENSG00000240184",
+        "ENSG00000240288",
         "ENSG00000240403",
-        "ENSG00000240498",
         "ENSG00000240549",
+        "ENSG00000240563",
         "ENSG00000240583",
         "ENSG00000240654",
         "ENSG00000240891",
         "ENSG00000241258",
+        "ENSG00000241316",
         "ENSG00000241563",
         "ENSG00000241570",
         "ENSG00000241644",
@@ -3635,6 +3627,7 @@
         "ENSG00000242686",
         "ENSG00000242715",
         "ENSG00000242866",
+        "ENSG00000242950",
         "ENSG00000243137",
         "ENSG00000243144",
         "ENSG00000243150",
@@ -3642,7 +3635,6 @@
         "ENSG00000243244",
         "ENSG00000243479",
         "ENSG00000243566",
-        "ENSG00000243766",
         "ENSG00000243795",
         "ENSG00000243910",
         "ENSG00000243955",
@@ -3660,19 +3652,21 @@
         "ENSG00000245384",
         "ENSG00000245498",
         "ENSG00000245571",
+        "ENSG00000245680",
         "ENSG00000245954",
         "ENSG00000245975",
+        "ENSG00000246084",
         "ENSG00000246100",
         "ENSG00000246223",
-        "ENSG00000246334",
+        "ENSG00000246394",
         "ENSG00000246526",
-        "ENSG00000246863",
+        "ENSG00000246790",
         "ENSG00000246898",
         "ENSG00000247092",
         "ENSG00000247157",
-        "ENSG00000247363",
         "ENSG00000247626",
         "ENSG00000247735",
+        "ENSG00000247775",
         "ENSG00000248027",
         "ENSG00000248227",
         "ENSG00000248319",
@@ -3684,22 +3678,24 @@
         "ENSG00000248690",
         "ENSG00000248713",
         "ENSG00000248898",
+        "ENSG00000249096",
         "ENSG00000249167",
+        "ENSG00000249249",
         "ENSG00000249487",
         "ENSG00000249500",
         "ENSG00000249532",
         "ENSG00000249550",
         "ENSG00000249601",
         "ENSG00000249628",
-        "ENSG00000249637",
         "ENSG00000249699",
+        "ENSG00000249736",
         "ENSG00000249790",
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