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simplify gigascience CSL
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2 changes: 1 addition & 1 deletion citations.tsv
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Expand Up @@ -38,4 +38,4 @@ doi:10.1002/asi.20591 doi:10.1002/asi.20591 doi:10.1002/asi.20591 EfWvuSjX
doi:10/br5zd3 doi:10/br5zd3 doi:10.1016/s0378-8733(03)00009-1 9dBDcARP
doi:10.1145/1014052.1014135 doi:10.1145/1014052.1014135 doi:10.1145/1014052.1014135 HSmvOV9E
raw:laplacian raw:laplacian raw:laplacian 1E6tdJtDz
raw:inference raw:inference raw:inference 1EgqwD4S1
doi:10.5821/dissertation-2117-95691 doi:10.5821/dissertation-2117-95691 doi:10.5821/dissertation-2117-95691 yCdaxPuq
116 changes: 58 additions & 58 deletions manuscript.html

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30 changes: 15 additions & 15 deletions manuscript.md
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Expand Up @@ -12,7 +12,7 @@ keywords:
- bioinformatics
- python
lang: en-US
date-meta: '2023-12-22'
date-meta: '2023-12-28'
author-meta:
- Michael Zietz
- Daniel S. Himmelstein
Expand All @@ -31,11 +31,11 @@ header-includes: |
<meta name="citation_title" content="The probability of edge existence due to node degree: a baseline for network-based predictions" />
<meta property="og:title" content="The probability of edge existence due to node degree: a baseline for network-based predictions" />
<meta property="twitter:title" content="The probability of edge existence due to node degree: a baseline for network-based predictions" />
<meta name="dc.date" content="2023-12-22" />
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<meta name="dc.date" content="2023-12-28" />
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<meta name="dc.relation.ispartof" content="Manubot" />
Expand Down Expand Up @@ -79,13 +79,13 @@ header-includes: |
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Expand All @@ -106,10 +106,10 @@ _A DOI-citable version of this manuscript is available at <https://doi.org/10.11

<small><em>
This manuscript
([permalink](https://greenelab.github.io/xswap-manuscript/v/5f221146e87027c8bdaab577f90bb4b6afbf5292/))
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on December 28, 2023.
</em></small>


Expand Down Expand Up @@ -1011,7 +1011,7 @@ All definitions that follow are the score between nodes $u$ and $v$.
| Resource allocation index | $\sum_{w \in k(u) \cap k(v)} \frac{1}{|k(w)|}$ | [@doi:10.1140/epjb/e2009-00335-8] |
| Adamic/Adar index | $\sum_{w \in k(u) \cap k(v)} \frac{1}{log|k(w)|}$ | [@doi:10/br5zd3] |
| Random walk with restart score | $c \bigg[ \bigg( \mathbb{I} - (1-c) \mathbf{A}\bigg)^{-1} \mathbf{y}_u \bigg]_v$ | [@doi:10.1145/1014052.1014135;@raw:laplacian] |
| Inference score | $\frac{|A(u) \cap D(v)|}{|A(u)|} + \frac{|D(u) \cap D(v)|}{|D(u)|}$ | [@raw:inference] |
| Inference score | $\frac{|A(u) \cap D(v)|}{|A(u)|} + \frac{|D(u) \cap D(v)|}{|D(u)|}$ | [@doi:10.5821/dissertation-2117-95691] |

Table: Edge prediction features. {#tbl:edge-prediction}

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54 changes: 31 additions & 23 deletions references.json
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Expand Up @@ -1985,6 +1985,36 @@
"URL": "https://doi.org/gs9sq5",
"note": "This CSL Item was generated by Manubot v0.5.5 from its persistent identifier (standard_id).\nstandard_id: doi:10.5524/102479\nLoaded from an external bibliography file by Manubot.\nsource_bibliography: manual-references-2023-12-21.yaml\noriginal_id: 61xTp8tx"
},
{
"type": "thesis",
"DOI": "10.5821/dissertation-2117-95691",
"id": "yCdaxPuq",
"title": "Link prediction in large directed graphs",
"publisher": "Universitat Politècnica de Catalunya",
"author": [
{
"given": "Dario",
"family": "Garcia Gasulla"
}
],
"editor": [
{
"given": "Claudio Ulises",
"family": "Cortés García"
}
],
"issued": {
"date-parts": [
[
2003,
12,
9
]
]
},
"URL": "https://doi.org/gtbgzd",
"note": "Loaded from an external bibliography file by Manubot.\nsource_bibliography: manual-references.yaml\noriginal_id: yCdaxPuq\nstandard_id: doi:10.5821/dissertation-2117-95691"
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{
"publisher": "eLife Sciences Publications, Ltd",
"abstract": "<jats:p>The ability to computationally predict whether a compound treats a disease would improve the economy and success rate of drug approval. This study describes Project Rephetio to systematically model drug efficacy based on 755 existing treatments. First, we constructed Hetionet (neo4j.het.io), an integrative network encoding knowledge from millions of biomedical studies. Hetionet v1.0 consists of 47,031 nodes of 11 types and 2,250,197 relationships of 24 types. Data were integrated from 29 public resources to connect compounds, diseases, genes, anatomies, pathways, biological processes, molecular functions, cellular components, pharmacologic classes, side effects, and symptoms. Next, we identified network patterns that distinguish treatments from non-treatments. Then, we predicted the probability of treatment for 209,168 compound–disease pairs (het.io/repurpose). Our predictions validated on two external sets of treatment and provided pharmacological insights on epilepsy, suggesting they will help prioritize drug repurposing candidates. This study was entirely open and received realtime feedback from 40 community members.</jats:p>",
Expand Down Expand Up @@ -2083,29 +2113,6 @@
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},
{
"type": "thesis",
"title": "Link prediction in large directed graphs",
"URL": "https://upcommons.upc.edu/handle/2117/95691",
"publisher": "Universitat Politècnica de Catalunya",
"issued": {
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[
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4,
23
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]
},
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{
"given": "Dario",
"family": "Garcia Gasulla"
}
],
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"URL": "https://dl.acm.org/doi/10.5555/2981345.2981386",
Expand Down Expand Up @@ -2142,6 +2149,7 @@
"family": "Scholkopf"
}
],
"page": "321-328",
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"id": "1E6tdJtDz"
}
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6 changes: 3 additions & 3 deletions spelling-errors.txt
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Expand Up @@ -5,7 +5,7 @@ AlD
algo
algodiagram
antiparallel
AUROC
auroc
Barabási
bioinformatics
bioRxiv
Expand Down Expand Up @@ -44,7 +44,7 @@ GpMF
GpPW
GuG
Hanhijärvi
hetionet
Hetionet
Himmelstein
IndeCut
Jaccard
Expand Down Expand Up @@ -76,7 +76,7 @@ Rxivist
SCR
Spearman
subnetworks
Subsampled
subsampled
TF
TG
Translational
Expand Down
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