10-Fold Cross-Validation Area-Under-the-Curve scores (mean ± st.dev.) of protein representation methods in five protein family inference tasks. Hist-8000 (results in bold) outperforms SoT in identifying proteins from all the 25 families tested here from the ProtVec study [17]. We note that for each set of protein sequences belonging to a family to be predicted, we randomly sampled the same number of sequences from other families from Swiss-Prot [41] to form the negative data for a balanced task dataset. For brevity we are showing the results for the top-5 families by number of proteins, see S1 File (supporting information) section ‘S by Frixos Papadopoulos (22001664)

“…We note that for each set of protein sequences belonging to a family to be predicted, we randomly sampled the same number of sequences from other families from Swiss-Prot [<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0325531#pone.0325531.ref041" target="_blank">41</a>] to form the negative data for a balanced task dataset. …”

Salivary ITIH4 concentrations of pigs with tail biting lesions (TB) and healthy pigs (Control). by Alba Ortín-Bustillo (22493360)

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Western blot using the in-house sheep polyclonal antibody produced against purified porcine ITIH4. by Alba Ortín-Bustillo (22493360)

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Western blot using a commercial polyclonal antibody produced against recombinant ITIH4. by Alba Ortín-Bustillo (22493360)

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Intra- and inter-assay imprecision of ITIH4 concentrations (ng/mL) measured by ELISA assays C and D in two porcine saliva pools with different concentrations of the analyte: high (... by Alba Ortín-Bustillo (22493360)

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Correlation data (correlation coefficient and correlation <i>p</i>-value) between salivary ITIH4 concentrations measured with the kit D (ng/mL) and salivary Hp (ng/mL) in pigs with... by Alba Ortín-Bustillo (22493360)

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Raw images. by Alba Ortín-Bustillo (22493360)

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Specific commercial ELISA assays used in this report available to measure ITIH4 in serum porcine samples. by Alba Ortín-Bustillo (22493360)

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Serial dilutions of a porcine saliva pool sample with high ITIH4 concentration using the commercial ELISA kits C and D. by Alba Ortín-Bustillo (22493360)

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SDS-PAGE image of the purified porcine ITIH4. by Alba Ortín-Bustillo (22493360)

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CIGALE-Derived Physical Parameter Catalogs for Simulated and Observed (ASTRODEEP) Galaxy Samples with JWST and HST Coverage by Dipanjan Mitra (19090985)

The gamete karyotypes predicted for each segregation pattern of patient #5 and the sperm karyotyping results. by Sumiko Sueyoshi (16817130)

The gamete karyotypes predicted for each segregation pattern of patient #6 and the sperm karyotyping results. by Sumiko Sueyoshi (16817130)

The gamete karyotypes predicted for each segregation pattern of patient #7 and the sperm karyotyping results. by Sumiko Sueyoshi (16817130)

Matched data. by Feng Zhang (6548)

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Nomogram model. by Feng Zhang (6548)

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Flowchart of Study Design and Analysis. by Feng Zhang (6548)

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Multivariate Binary Logistic Regression Analysis. by Feng Zhang (6548)

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ROC curve. by Feng Zhang (6548)

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Unmatched data. by Feng Zhang (6548)

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