PANDA / discovery /70_prototype_summary.json
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{
"systems": [
"pan_skin",
"hematopoiesis",
"pancreas"
],
"eff_dims": {
"pan_skin": {
"K": 13,
"effective_dim": 11.075447082519531,
"cos_offdiag_mean": -0.020954914391040802,
"cos_offdiag_std": 0.11849680542945862,
"cos_offdiag_max": 0.29122981429100037,
"cos_offdiag_min": -0.34952273964881897
},
"hematopoiesis": {
"K": 15,
"effective_dim": 11.32563304901123,
"cos_offdiag_mean": 0.002725333906710148,
"cos_offdiag_std": 0.15220414102077484,
"cos_offdiag_max": 0.6192497611045837,
"cos_offdiag_min": -0.44832512736320496
},
"pancreas": {
"K": 20,
"effective_dim": 10.8522367477417,
"cos_offdiag_mean": 0.03679059073328972,
"cos_offdiag_std": 0.20739242434501648,
"cos_offdiag_max": 0.4839359223842621,
"cos_offdiag_min": -0.5196306109428406
}
},
"null_cross_cos_mean": 0.00515016021229889,
"null_cross_cos_std": 0.08944799549034006,
"obs_cross_cos_mean": -0.004553857784824668,
"obs_cross_cos_std": 0.09070717160395421,
"obs_cross_cos_max": 0.26673153042793274,
"top10_pos_pairs": [
{
"sys_a": "pan_skin",
"class_a": "granular",
"sys_b": "pancreas",
"class_b": "endothelial",
"cos": 0.26673153042793274
},
{
"sys_a": "hematopoiesis",
"class_a": "T-cell",
"sys_b": "pancreas",
"class_b": "beta",
"cos": 0.23246313631534576
},
{
"sys_a": "pan_skin",
"class_a": "sebaceous",
"sys_b": "pancreas",
"class_b": "mesenchyme",
"cos": 0.22086213529109955
},
{
"sys_a": "hematopoiesis",
"class_a": "basophil-mast",
"sys_b": "pancreas",
"class_b": "exocrine",
"cos": 0.21516495943069458
},
{
"sys_a": "hematopoiesis",
"class_a": "MPP",
"sys_b": "pancreas",
"class_b": "adult-beta",
"cos": 0.21175406873226166
},
{
"sys_a": "pan_skin",
"class_a": "HF-placode",
"sys_b": "hematopoiesis",
"class_b": "endothelial",
"cos": 0.20595994591712952
},
{
"sys_a": "hematopoiesis",
"class_a": "T-cell",
"sys_b": "pancreas",
"class_b": "endothelial",
"cos": 0.20566368103027344
},
{
"sys_a": "hematopoiesis",
"class_a": "macrophage",
"sys_b": "pancreas",
"class_b": "ductal",
"cos": 0.20559315383434296
},
{
"sys_a": "hematopoiesis",
"class_a": "megakaryocyte",
"sys_b": "pancreas",
"class_b": "mesenchyme",
"cos": 0.20387932658195496
},
{
"sys_a": "pan_skin",
"class_a": "fibroblast-papillary",
"sys_b": "pancreas",
"class_b": "endocrine-progenitor",
"cos": 0.19662468135356903
}
],
"top10_neg_pairs": [
{
"sys_a": "pan_skin",
"class_a": "HF-placode",
"sys_b": "hematopoiesis",
"class_b": "T-cell",
"cos": -0.21106307208538055
},
{
"sys_a": "pan_skin",
"class_a": "melanoblast",
"sys_b": "hematopoiesis",
"class_b": "basophil-mast",
"cos": -0.21275341510772705
},
{
"sys_a": "hematopoiesis",
"class_a": "basophil-mast",
"sys_b": "pancreas",
"class_b": "immune",
"cos": -0.22489789128303528
},
{
"sys_a": "hematopoiesis",
"class_a": "LT-HSC",
"sys_b": "pancreas",
"class_b": "endocrine-progenitor",
"cos": -0.22823907434940338
},
{
"sys_a": "pan_skin",
"class_a": "basal-IFE",
"sys_b": "pancreas",
"class_b": "alpha_progenitor",
"cos": -0.2297169268131256
},
{
"sys_a": "hematopoiesis",
"class_a": "pro-B",
"sys_b": "pancreas",
"class_b": "gamma",
"cos": -0.2377726435661316
},
{
"sys_a": "hematopoiesis",
"class_a": "basophil-mast",
"sys_b": "pancreas",
"class_b": "beta",
"cos": -0.2504867613315582
},
{
"sys_a": "hematopoiesis",
"class_a": "basophil-mast",
"sys_b": "pancreas",
"class_b": "acinar",
"cos": -0.25345271825790405
},
{
"sys_a": "pan_skin",
"class_a": "basal-IFE",
"sys_b": "pancreas",
"class_b": "delta",
"cos": -0.2774435877799988
},
{
"sys_a": "pan_skin",
"class_a": "immune",
"sys_b": "pancreas",
"class_b": "beta",
"cos": -0.2867254912853241
}
]
}