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PubMed_ArguminSci

Id Subject Object Predicate Lexical cue
T1 52-190 DRI_Background denotes Networks are a way to represent interactions among one (e.g., social networks) or more (e.g., plant-pollinator networks) classes of nodes.
T2 191-351 DRI_Challenge denotes The ability to predict likely, but unobserved, interactions has generated a great deal of interest, and is sometimes referred to as the link prediction problem.
T3 352-473 DRI_Background denotes However, most studies of link prediction have focused on social networks, and have assumed a completely censused network.
T4 474-643 DRI_Background denotes In biological networks, it is unlikely that all interactions are censused, and ignoring incomplete detection of interactions may lead to biased or incorrect conclusions.
T5 644-800 DRI_Background denotes Previous attempts to predict network interactions have relied on known properties of network structure, making the approach sensitive to observation errors.
T6 801-931 DRI_Challenge denotes This is an obvious shortcoming, as networks are dynamic, and sometimes not well sampled, leading to incomplete detection of links.
T7 932-1067 DRI_Approach denotes Here, we develop an algorithm to predict missing links based on conditional probability estimation and associated, node-level features.
T8 1068-1179 DRI_Approach denotes We validate this algorithm on simulated data, and then apply it to a desert small mammal host-parasite network.
T9 1180-1381 DRI_Outcome denotes Our approach achieves high accuracy on simulated and observed data, providing a simple method to accurately predict missing links in networks without relying on prior knowledge about network structure.

Goldhamster2_Cellosaurus

Id Subject Object Predicate Lexical cue
T1 65-66 CVCL_6479|Finite_cell_line|Mus musculus denotes a
T2 103-106 CVCL_Z424|Spontaneously_immortalized_cell_line|Ostrinia nubilalis denotes one
T3 251-254 CVCL_6758|Undefined_cell_line_type|Cricetulus griseus denotes has
T4 251-254 CVCL_E689|Transformed_cell_line|Homo sapiens denotes has
T5 265-266 CVCL_6479|Finite_cell_line|Mus musculus denotes a
T6 398-405 CVCL_7955|Cancer_cell_line|Homo sapiens denotes focused
T7 443-444 CVCL_6479|Finite_cell_line|Mus musculus denotes a
T8 599-602 CVCL_E773|Transformed_cell_line|Homo sapiens denotes may
T9 809-811 CVCL_8754|Cancer_cell_line|Homo sapiens denotes an
T10 809-811 CVCL_H241|Cancer_cell_line|Homo sapiens denotes an
T11 938-940 CVCL_5M23|Cancer_cell_line|Mesocricetus auratus denotes we
T12 949-951 CVCL_8754|Cancer_cell_line|Homo sapiens denotes an
T13 949-951 CVCL_H241|Cancer_cell_line|Homo sapiens denotes an
T14 1068-1070 CVCL_5M23|Cancer_cell_line|Mesocricetus auratus denotes We
T15 1135-1136 CVCL_6479|Finite_cell_line|Mus musculus denotes a
T16 1258-1259 CVCL_6479|Finite_cell_line|Mus musculus denotes a

GoldHamster

Id Subject Object Predicate Lexical cue
T1 11-18 SO:0000976 denotes cryptic
T2 33-41 D010271 denotes parasite
T3 1047-1051 UBERON:0003062 denotes node
T5 1150-1156 D008322 denotes mammal
T6 1162-1170 D010271 denotes parasite