Sysrev: A FAIR Platform for Data Curation and Systematic Evidence Review.

Well-curated datasets are essential to evidence based decision making and to the integration of artificial intelligence with human reasoning across disciplines. However, many sources of data remain siloed, unstructured, and/or unavailable for complementary and secondary research. Sysrev was developed to address these issues. First, Sysrev was built to aid in systematic evidence reviews (SER), where digital documents are evaluated according to a well defined process, and where Sysrev provides an easy to access, publicly available and free platform for collaborating in SER projects. Secondly, Sysrev addresses the issue of unstructured, siloed, and inaccessible data in the context of generalized data extraction, where human and machine learning algorithms are combined to extract insights and evidence for better decision making across disciplines. Sysrev uses FAIR - Findability, Accessibility, Interoperability, and Reuse of digital assets - as primary principles in design. Sysrev was developed primarily because of an observed need to reduce redundancy, reduce inefficient use of human time and increase the impact of evidence based decision making. This publication is an introduction to Sysrev as a novel technology, with an overview of the features, motivations and use cases of the tool. Methods: Sysrev. com is a FAIR motivated web platform for data curation and SER. Sysrev allows users to create data curation projects called "sysrevs" wherein users upload documents, define review tasks, recruit reviewers, perform review tasks, and automate review tasks. Conclusion: Sysrev is a web application designed to facilitate data curation and SERs. Thousands of publicly accessible Sysrev projects have been created, accommodating research in a wide variety of disciplines. Described use cases include data curation, managed reviews, and SERs.

Linear energy relationships for the octahedral preference of Mg, Ca and transition metal ions.

The geometry, atomic charges, force constants, and relative energies of the symmetric and distorted M(2+)(H(2)O)(4)(F(-))(2), M(3+)(H(2)O)(4)(F(-))(2), M(2+)(H(2)O)(3)(F(-))(2), and M(3+)(H(2)O)(3)(F(-))(2) metal complexes, M = Mg, Ca, Co, Cu, Fe, Mn, Ni, Zn, Cr, V, were calculated by using the B3LYP/TZVP density functional method in both gas phase and aqueous solution, modeled using the polarized continuum model. The deformation energy associated with moving one water ligand 12 degrees from the initial "octahedral" arrangement, in which all O-M-O, O-M-F, and F-M-F angles are either 90 degrees or 180 degrees, was calculated to examine the angular ligand flexibility. For all M(2+)(H(2)O)(4)(F(-))(2) complexes, this distortion increased the energy of the complex in proportion to the electrostatic potential-derived (ESP) charge of the metal, and in proportion to D(-10), where D is the distance from the distorted ligand to its closest neighbor. The octahedral stability was further examined by calculating the energies for the removal of a water ligand from the octahedral complex to form a square-pyramidal or trigonal-bipyramidal complex. The octahedral preference, defined as the negative of the corresponding binding energy of the ligand, was found to linearly correlate with the ESP charge of the metal in both the gas phase and aqueous solution. The obtained results indicate that quantum-mechanical covalent effects are of secondary importance for both the flexibility and the octahedral preference of M(2+)(H(2)O)(4)(F(-))(2) and M(3+)(H(2)O)(4)(F(-))(2) complexes. This conclusion and supporting data are important for the development of consistent molecular mechanical force fields of the studied metal ions.

Language is key to managing disruptive behavior by physicians.

Discover helpful phrases and words to use when confronting a physician who's exhibited disruptive behavior.

Chelation of vanadium(V) by difluoromethylene bisphosphonate, a structural analogue of pyrophosphate.

The structural and functional analogy between difluoromethylene bisphosphonate (CF2PP) and pyrophosphate (PPi) is investigated in a reaction with V(V) in the form of vanadate. The reaction of CF2PP with vanadate was investigated using 1.00 M KCl as supporting electrolyte over the ranges 3 < or = [CF2PP] < or = 60 mM and 2.06 < or = pH < or = 11.80. 51V, 19F, and 31P NMR spectroscopic studies showed that a 1:1 species was formed with an H+-dependent formation constant of 110 M-1 at pH 7.22. Results of solution experiments and ab initio calculations are consistent with CF2PP coordinating V(V) in a bidentate manner, as previously reported for PPi. Below pH 4, a minor complex forms, which is consistent with a 1:2 stoichiometry. This complex was also observed with pyrophosphate. The X-ray crystal structure of the monoprotonated difluoromethylene bisphosphonate anion (H[CF2PP]3-)-toludine complex is presented. The H[CF2PP]3- anion crystallized in the triclinic space group P with a = 12.7629(7) A, b = 13.3992(7) A, c = 17.1002(9) A, and V = 2584.4(2) A3, and Z = 2. Sheets of the layers of anions are connected through a network of H-bonds and separated by a layer of toludine cations. The structural features are investigated, and the CF2PP anion was found to be longer and wider than the corresponding PPi. Given the larger size of this anion compared to PPi, the chelation affinity upon CF2 substitution was found to be 4-5-fold reduced at neutral pH.

Transition state analogues for nucleotidyl transfer reactions: Structure and stability of pentavalent vanadate and phosphate ester dianions.

The structures and energy of phosphate dimethyl ester and vanadate dimethyl ester have been calculated using B3LYP/TZVP density functional quantum chemical methods and polarized continuum (PCM) and Langevin dipoles solvation models. These calculations were carried out to obtain fundamental information on the ability of vanadate esters to function as transition state analogues for the nucleotidyl transfer reaction catalyzed by DNA polymerases. Base-catalyzed methanolysis of the phosphate and vanadate dimethyl esters were the model reactions examined in this study. The structures of the phosphate and vanadate dimethyl esters and pentavalent intermediates in aqueous solution were optimized and evaluated at the PCM/B3LYP/TZVP level. The three-dimensional free energy surfaces for the studied reactions were determined at the PCM/B3LYP/TZVP//B3LYP/TZVP level. Comparison with experimental structural data obtained from the Cambridge Structural Database and with the observed kinetics of phosphate diester hydrolysis demonstrated that the level of theory chosen for these studies was appropriate. The results showed that structurally and electrostatically the vanadate dimethylester and a five-coordinate nearly trigonal bipyramidal intermediate were reasonable analogues for the parent phosphorus systems. Despite these similarities in structure, the energetics of the two systems were different, and the transition states of the two model reactions were found on different areas of the potential energy surface. When the binding energy of a transition state-DNA polymerase complex was extrapolated to a transition state analogue-DNA polymerase complex, the formation of a simple dianionic pentavalent vanadate ester adduct in the enzyme active site was not found to be sufficiently favorable. This finding suggests that additional stabilization of this adduct is needed before this type of transition state analogue will be likely to yield stable adducts with this class of enzymes. New possible candidates for such complexes are suggested.