. Author manuscript; available in PMC: 2018 Apr 1.

Published in final edited form as: J Biomed Inform. 2017 Mar 8;68:150–166. doi: 10.1016/j.jbi.2017.03.003

Table 5.

Retrieval and reapplication of relational structure in ESP. Data, derivation and presentation as in Table 4. Up to five results >= 4SD above the mean of ( $1 - \frac{2 \times hamming distance}{dimensionality}$ ) are shown. * indicates a predication that does not occur in SemMedDB. ASSOC=ASSOCIATED_WITH. CW=COMPARED_WITH

Cue	Target	Results	Comments
S(haloperidol) ⊘ C(schizophrenia)	Predicate vectors	18.26: TREATS 16.77:ASSOC* 9.77:AFFECTS 8.24:PREDISPOSES* 7.91:CAUSES*	Haloperidol is a treatment for schizophrenia.
S(haloperidol) ⊘ S(schizophrenia)	Products of predicate vector pairs	9.80:CW-INV ⊘ TREATS-INV 8.44:CW ⊘ TREATS-INV 7.39:INTERACTS_WITH ⊘ TREATS-INV 6.99:INTERACTS_WITH -INV ⊘ TREATS-INV 6.60:ISA ⊘ TREATS-INV	Haloperidol relates in several ways to (other) entities that treat schizophrenia.
S(docetaxel) ⊘ P(CW-INV) ⊗ P(TREATS-INV)	Semantic vectors	14.51:view waters 12.53: prostate non-hodgkin’s lymphoma 12.21:anaplastic giant cell thyroid carcinoma 12.06:stage iii mesothelioma 11.96:childhood supratentorial primitive neuroectodermal tumors	Most represent potential therapeutic applications for docetaxel.