cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Oscillatory neural interaction in the alpha-gamma range predict successful eye-movements in a visual search task
Creators: name: Thigpen, Nina
name: Keil, Andreas
Publisher: name: F1000Research
Year: 2016

description: During naturalistic viewing, goal-directed eye movements allow humans to foveate on locations containing potentially relevant visual information. These saccadic explorations of the visual field are thought to be guided by cortical top-down signals into visual areas, essential for successfully processing visual information. However, little is known regarding when and how these putative cortical signals inform goal-related saccadic eye-movements. To address this question, we examined fixation-locked phase synchrony from dense-array EEG while 30 participants visually searched nature scenes for a target animal. Scenes flickered at 30 Hz, to invoke a steady-state visually evoked potential (ssVEP) as a measure of primary visual cortical activity. We found differences in ssVEP phase-locking preceding fixations to targets, compared with control fixations to locations that did not contain a target. In particular, phase locking at the steady-state frequency remained high across a 400 ms window surrounding control fixations, suggesting consistent synchronous activation of visual cortex during control fixations by the flickering stimulus. However, 150 ms before fixation on a target, phase locking at the steady-state frequency was interrupted, suggesting less synchronous activity related to incoming visual information immediately preceding a successful saccadic eye movement. During this same time window preceding target fixations, phase locking, inter-site phase locking, and power in the alpha range increased relative to control fixations, suggesting increased top-down signaling before successful goal-related saccades. Broad band gamma activity increased 60 ms before successful target saccades, but sharply decreased immediately following fixations for another 60 ms. This gamma pattern was reversed for control fixations, showing a sharp decrease 60 ms before fixation, and a slight increase following fixations. Together, these results suggest that oscillatory signaling within visual cortex as well as between visual and extra-visual areas may mediate saccadic behavior during goal-directed visual search.
Introduction to Theory, Construction and Application of Clifford Neural Networks
Creators: name: Buchholz, Sven
name: Hitzer, Eckhard
name: Tachibana, Kanta
Publisher: name: Zenodo
Year: 2007

description: Clifford neural networks is a handle for neural networks in the Clifford algebra domain.Clifford algebras are named after the mathematician William Kingdon Clifford. Theysubsume, for example, the real numbers, the complex numbers and the quaternions. Thelatter being a four-dimensional algebra invented byWilliam Rowan Hamilton. In the 1960sDavid Hestenes started to study Clifford algebras as a universal language for geometryfor which he coined the term ”Geometric algebra”. A term that actually dates back toClifford himself. Its geometric nature makes Clifford algebra a very interesting frameworkfor neural computation. These notes are intented to sketch some fundamentals of thetheory of Clifford neural computation.

Fortunately, complex-valued neural networks are a vital topic themself. The recent book[A. Hirose. Complex–Valued Neural Networks. Number 32 in Studies in ComputationalIntelligence. Springer–Verlag, 2006.] provides an overview about their theory and applications.

Quaternionic neural networks are an emerging topic. Their theory started with the pioneeringwork of Arena et al. [P. Arena, L. Fortuna, G. Muscato, and M. G. Xibilia. Neural Networks in Multidi-mensional Domains. Number 234 in LNCIS. Springer–Verlag, 1998.].
Dolichogenidea sigifredomarini Fernandez-Triana & Boudreault 2025, sp. nov.
Creators: name: Fernandez-Triana, Jose L.
name: Boudreault, Caroline
name: Whitfield, James B.
name: Höcherl, Amelie
name: Smith, M. Alex
name: Hallwachs, Winnifred
name: Janzen, Daniel H.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Braconidae
Dolichogenidea
Dolichogenidea sigifredomarini

description: Dolichogenidea sigifredomarini Fernandez-Triana & Boudreault sp. nov.
Fig. 134 A – F
Type material.
Holotype. Costa Rica • Female, CNC; Alajuela, Area de Conservación Guanacaste, Sector San Cristobal, Sendero Corredor; 10.87868, -85.38963; 620 m; 07.v.2013; Gloria Sihezar leg.; Host: Depressariidae; Voucher code: DHJPAR 0052330; Host voucher code: 13-SRNP-2323. Paratype. French Guiana • 1 Female, CNC; CNC 491996.
Diagnostic description.
Ocelli comparatively smaller, ocular ocellar line> 3.0 × posterior ocellar line; anteromesoscutum more or less shiny but with well-marked punctures; scutellar disc smooth and shiny, without punctures; fore wing vein 2 CU straight; T 1 strongly sculptured on posterior 0.5; T 2 mostly sculptured but smooth centrally or along margins; T 2 transverse, its width at posterior margin ~ 3.5 × its central length; ovipositor sheath length 1.0–1.1 × metatibia length; humeral complex almost entirely brown, clearly darker than yellow tegula; pro- and mesocoxae mostly brown but posterior 0.2–0.3 yellow, metacoxa brown to dark brown; metatibia (except for darker spot on posterior 0.3) and part of metafemur (anterior 0.2 and posterior 0.1) yellow; body length: 2.60–2.78 mm; fore wing length: 2.90 mm. The shape and sculpture of T 1 and T 2, ocelli size, fore wing venation and color of tegula, humeral complex and legs distinguish this species among all others with T 2 sculptured but transverse and dark coxae.
Distribution.
Costa Rica, French Guiana.
Biology.
Solitary. Reared from unidentified Depressariidae.
DNA barcoding data.
BIN BOLD: ACI 3397 (1 sequence, barcode compliant).
Etymology.
Named in honor of Sr. Sigifredo Marin of Liberia, Guanacaste Province, Costa Rica in recognition of 35 years and ongoing of steering the founding and growing Area de Conservación Guanacaste in its constant process of restoration and conserving its massive numbers of tropical species in the marine, dry forest, cloud forest and rain forest, and many tens of intergrades, following 400 + years of perturbation by European agriculture; he is currently the Field Director for GDFCF projects in ACG.
description: Published as part of Fernandez-Triana, Jose L., Boudreault, Caroline, Whitfield, James B., Höcherl, Amelie, Smith, M. Alex, Hallwachs, Winnifred & Janzen, Daniel H., 2025, A revision of the parasitoid wasp genus Dolichogenidea Viereck (Hymenoptera, Braconidae) in the Neotropical region, with the description of 102 new species, pp. 1-250 in ZooKeys 1237 on pages 1-250, DOI: 10.3897/zookeys.1237.141007
Dolichogenidea stephmae Fernandez-Triana & Boudreault 2025, sp. nov.
Creators: name: Fernandez-Triana, Jose L.
name: Boudreault, Caroline
name: Whitfield, James B.
name: Höcherl, Amelie
name: Smith, M. Alex
name: Hallwachs, Winnifred
name: Janzen, Daniel H.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Braconidae
Dolichogenidea
Dolichogenidea stephmae

description: Dolichogenidea stephmae Fernandez-Triana & Boudreault sp. nov.
Fig. 135 A – F
Type material.
Holotype. Brazil • Female, CNC; São Paulo, Serra da Bocaina, São Jose do Barreiro; 1,650 m; xi.1968; F. M. Oliveira leg; Voucher code: CNC 1179700.
Diagnostic description.
Antenna shorter than body length; anteromesoscutum with comparatively strong punctures; propodeum entirely areolated and mostly sculptured; T 1 parallel-sided and mostly strongly sculptured but with central area depressed and a polished knob centrally at posterior margin; T 2 transverse and mostly sculptured but with central area smooth; ovipositor sheath slightly longer (1.1–1.2 ×) than metatibia length; all coxae brown; anterior 0.5 of profemur and entire meso- and metafemora brown; metatibia with anterior 0.5 yellow and posterior 0.5 brown; comparatively smaller size, body length: 2.10 mm; fore wing length: 2.30 mm. This is a very distinctive species based on sculpture of anteromesoscutum, propodeum and T 1 and T 2, shape of T 1 and T 2, short antenna, leg color, and body size.
Distribution.
Brazil (SP).
Biology.
No host data available.
DNA barcoding data.
No data.
Etymology.
The second author dedicates this species to her great sister-in-law Stéphanie Mayer. Stéphanie has been an inspiration by her sense of adventure, her love of travelling, and nice personality. The species’ name consists of the first five letters of “ Stephanie ” and the first letter of her last name “ Mayer ”.
description: Published as part of Fernandez-Triana, Jose L., Boudreault, Caroline, Whitfield, James B., Höcherl, Amelie, Smith, M. Alex, Hallwachs, Winnifred & Janzen, Daniel H., 2025, A revision of the parasitoid wasp genus Dolichogenidea Viereck (Hymenoptera, Braconidae) in the Neotropical region, with the description of 102 new species, pp. 1-250 in ZooKeys 1237 on pages 1-250, DOI: 10.3897/zookeys.1237.141007
Tutorial Note on Geometric Algebra Neural Networks
Creators: name: Hitzer, Eckhard
name: Tachibana, Kanta
Publisher: name: Zenodo
Year: 2008
Subjects: Clifford geometric algebra, multidimensional Neural Networks, Self Organizing Maps, Clifford Neuron, Spinor Neuron, GA MLP, geometric interpretation, molecular conformation, climate extremes

description: This tutorial aims to give an introduction to neural computation with Clifford Geometric Algebra (GA) rounded off with some application examples. GA NNs (Clifford NNs) are unique in geometrically correct representationand computation with multi-dimensional geometric data. Attendants will learn to represent problems in GA, construct GA multi layer perceptrons (MLPs), and interpret the results. Recommended for everyone dealing with multi-dimensional data.

In the first half a general introduction to the basics of neural networks of real numbers will be given. This includes types of learning problems (from supervised to unsupervised), regression with linear weights, optimization, layered NNs, and error propagation.

The second part treats the foundations of GA-neural computation. Already number systems like complex numbers and quaternions have many neural network applications. We explain the construction of basic, versor(Clifford group) and spinor GA neurons, and GA MLPs. These have advantages for processing, optimization, and interpretation of data as (geometric) objects by GA NNs.

Finally an overview of practical applications of GA-neurons to geometric data analysis will round off the tutorial. This will illustrate how naturally and interpretatively GA-NNs can be used to represent and analyzegeometric objects and their relationships. Some explicit examples will be introduced from diverse fields like feature recognition, biochemistry and meteorology.
Briozoos del golfo de México
Creators: name: Garcia, Maryjose
name: Simoes, Nuno
Publisher: name: Zenodo
Year: 2023
Subjects: subject: Briozoos
subject: Bryozoa
subject: Bryozoa/classification
subject: bryozoans
subject: Caribbean area
subject: Biodiversity
subject: Marine biodiversity
subject: Biodiversity conservation
subject: Taxonomy
subject: Marine ecosystem
subject: Marine fauna
subject: Marine biota
subject: Marine Biology
subject: Marine biology
subject: Marine organism
subject: Biological Variation, Population
subject: Education, Biological and Biomedical Sciences, Graduate/classification
subject: Education, Biological and Biomedical Sciences, Graduate/trends

description: Diferentes patrones de esqueletos de briozoos del Golfo de México y Mar Caribe.

Este cartel es producto del proyecto BDMY (www.bdmy.org.mx), el cual fue producido en colaboración con la Universidad Nacional Autónoma de México y Kalanbio A.C (www.kalanbio.org)

This poster is a product of BDMY (www.bdmy.org.mx) project, which was produced in collaboration with the Universidad Nacional Autónoma de México and Kalanbio A.C (www.kalanbio.org)

Designed and illustrated by: naturae.art@gmail.com
ภาวะเลือดออกภายหลังการทำหัตถการในช่องปากของผู้ป่วยฮีโมฟิเลีย เอ: ประสบการณ์ในโรงพยาบาลศิริราช
Creators: name: ทพญ. แขขวัญ มณีไพโรจน์
name: ผศ.นพ. ธีระ ฤชุตระกูล
Publisher: name: Mahidol University
Year: 2015
Subjects: ความรุนแรงของโรค,หัตถการที่ผู้ป่วยได้รับ,การประสานงานระหว่างทันตแพทย์และโลหิตแพทย์,เลือดออกภายหลังการรักษาทางทันตกรรม,Severity of the disease, Dental procedures,Coordination between dentist and hematologist,Post-operative bleeding

description: 1, 2, Mahidol R2R e-Journal
Pursuing a small spot engages a different mechanism than pursuing a feature on a large object
Creators: name: Watamaniuk, Scott
name: Potapchuk, Elena
name: Heinen, Stephen
Publisher: name: F1000Research
Year: 2016

description: Our previous work showed that pursuing large objects is less saccadic and less attentive than pursuing a small spot (Heinen et al., 2011; Jin et al., 2014). We proposed that a motion mechanism is predominantly used to pursue large objects while a foveal, position mechanism is engaged to pursue spots. But which mechanism is recruited when observers view small features on a larger pursuit object? To address this question, observers pursued, in separate blocks, either a single spot (0.2 deg) or a spot centered on a larger circular array (6° diameter) of eight 0.2 deg “feature” spots. All stimuli translated across the screen at 7 deg/s. Well after pursuit reached steady state (900-1400 ms), a randomly selected feature spot on the array brightened and enlarged, and observers made a saccade to it and pursued it for the remainder of the trial. In single-spot blocks, the initial spot target disappeared as the saccade target appeared at one of the eight possible feature spot locations. We found an almost complete cessation of catch-up saccades for an extended period preceding the targeting saccade. This saccade quieting period began earlier, and lasted longer, during pursuit of the large object. Saccade cessation was accompanied by a simultaneous reduction in eye velocity. The decrease was greater during spot pursuit, indicating that preparing for a gaze shift hampered pursuit of the spot more than it hampered pursuit of the large object. Therefore, pursuit of a small spot is different from pursuit of a small feature on a large object. These results, combined with our previous work, suggest that engaging a position mechanism to pursue conflicts with preparing a saccade to another target or feature. The brain solves this problem during pursuit of larger objects by relying on the motion system to pursue.
Supplementary document for Extension of fifth-order intrinsic aberration for soft X-ray and vacuum ultraviolet optical system from one- to two-dimension field light source - 5969879.pdf
Creators: name: Cao, Yiqing
name: Shen, Zhijuan
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized
Analytical Biochemistry

description: Extension of fifth-order intrinsic aberration
Dolichogenidea stevestroudi Fernandez-Triana & Boudreault 2025, sp. nov.
Creators: name: Fernandez-Triana, Jose L.
name: Boudreault, Caroline
name: Whitfield, James B.
name: Höcherl, Amelie
name: Smith, M. Alex
name: Hallwachs, Winnifred
name: Janzen, Daniel H.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Braconidae
Dolichogenidea
Dolichogenidea stevestroudi

description: Dolichogenidea stevestroudi Fernandez-Triana & Boudreault sp. nov.
Fig. 136 A – F
Type material.
Holotype. Costa Rica • Female, CNC; Alajuela, Area de Conservación Guanacaste, Sector Rincon Rain Forest, Sendero Venado; 10.89678, -85.27001; 420 m; 13.iii.2012; Pablo Umaña Calderon leg.; Host: gelJanzen 01 Janzen 22; Voucher code: DHJPAR 0049415; Host voucher code: 12-SRNP-41147. Paratype. Costa Rica • 1 Female, CNC; DHJPAR 0049394.
Diagnostic description.
Propodeum areola well defined and bounded by carinae; T 1 parallel-sided and comparatively broad (T 1 length 1.2 × T 1 width at posterior margin); T 1 with some sculpture on posterior 0.5; T 2 transverse, its width at posterior margin> 3.0 × its central length; T 2 mostly sculptured, but with smooth areas centrally and laterally near posterior margin; hypopygium with several pleats; ovipositor sheath 0.6 × as long as metatibia; tegula and humeral complex brown; profemur entirely yellow; pro- and mesocoxae brown, metacoxa dark brown to black; most of metafemur (except for anterior 0.2 yellow) and most of metatibia (except for anterior 0.4 yellow) brown; body length: 2.30 mm; fore wing length: 2.60 mm. This species is distinctive because of its short ovipositor sheath, T 1 and T 2 sculpture and body size and color.
Distribution.
Costa Rica.
Biology.
Solitary. Gelechiidae: gelJanzen 01 Janzen 22.
DNA barcoding data.
BIN BOLD: ACB 1629 (11 sequences, 10 barcode compliant).
Etymology.
Named in honor of Mr. Steve Stroud of Escazu, Costa Rica and Maine, USA, in recognition of his steady and enthusiastic interest in, and support of, all the GDFCF and ACG activities as a member of the Board of Directors for the Guanacaste Dry Forest Conservation Fund in its integration with Area de Conservación Guanacaste.
description: Published as part of Fernandez-Triana, Jose L., Boudreault, Caroline, Whitfield, James B., Höcherl, Amelie, Smith, M. Alex, Hallwachs, Winnifred & Janzen, Daniel H., 2025, A revision of the parasitoid wasp genus Dolichogenidea Viereck (Hymenoptera, Braconidae) in the Neotropical region, with the description of 102 new species, pp. 1-250 in ZooKeys 1237 on pages 1-250, DOI: 10.3897/zookeys.1237.141007
Probing the increase in neoantigen burden at recurrence in ovarian cancer
Creators: name: O'Donnell, Tim
name: Ahuja, Arun
name: Snyder, Alexandra
name: Hammerbacher, Jeff
Publisher: name: F1000Research
Year: 2016

description: Somatic mutation burden correlates with response to checkpoint blockade immunotherapy [Van Allen 2015], raising the question of how it is affected by conventional chemotherapy. We explored changes in mutation burden in paired primary and chemotherapy-treated recurrence samples in 12 ovarian cancer patients from the Australian Ovarian Cancer Study [Patch 2015] who received combination paclitaxel/carboplatin and other therapies.  While the recurrence samples had significantly more mutations than the matched primary samples, our results suggest the new mutations are largely attributable to the same mutational processes present in the primary samples, not direct mutagenic impact of the platinum therapy.

In a Bayesian multiple regression model, recurrence was associated with a 35% (95% CI=32-37) increase in mutations over matched untreated samples. Primaries and recurrences had a mean of 50 and 73 mutations predicted to bind MHC I (possible T cell neoantigens), respectively, a model-adjusted increase of 36% (CI=11-67). The new mutations were found at typical allele frequencies, i.e. were not unusually subclonal.

To assess if therapy is associated with a change in mutational process, we deconvolved each sample’s mutations into known signatures based on trinucleotide context [Alexandrov 2013]. We used the 30 signatures curated by COSMIC (http://cancer.sanger.ac.uk/cosmic/signatures) plus an additional signature from substitutions associated with cisplatin exposure in C. Elegans [Meier 2014]. While some trinucleotide contexts showed moderate enrichment in the recurrences (such as C>G in 5’ G and 3’ C context, especially for patients receiving cyclophosphamide), overall, the signatures active in the recurrences were similar to those of the primaries. In particular, the cisplatin signature was not significantly enriched in the treated samples.
Dolichogenidea susanabramsae Fernandez-Triana & Boudreault 2025, sp. nov.
Creators: name: Fernandez-Triana, Jose L.
name: Boudreault, Caroline
name: Whitfield, James B.
name: Höcherl, Amelie
name: Smith, M. Alex
name: Hallwachs, Winnifred
name: Janzen, Daniel H.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Braconidae
Dolichogenidea
Dolichogenidea susanabramsae

description: Dolichogenidea susanabramsae Fernandez-Triana & Boudreault sp. nov.
Fig. 137 A – E
Type material.
Holotype. Costa Rica • Female, CNC; Guanacaste, Area de Conservación Guanacaste, Sector Cacao, Cerro Pedregal; 10.92767, -85.47449; 1,080 m; 18.xii.2008; D. H. Janzen & W. Hallwachs leg.; Malaise trap; Voucher code: DHJPAR 0031385. Paratype. Costa Rica • 1 Female, CNC; DHJPAR 0031381.
Diagnostic description.
T 1 strongly sculptured on posterior 0.5; T 2 almost entirely sculptured; T 2 very transverse, its width at posterior margin 4.0 × its central length; ovipositor straight; pterostigma with pale spot 0.2–0.3 pterostigma length; all trochantelli yellow, profemur entirely and mesofemur mostly (except for longitudinal brown bands on margins) yellow; all coxae, metafemur and most of metatibia (except for anterior 0.3 which is yellow) dark brown; body length: 2.45–2.98 mm; fore wing length: 2.88–2.90 mm. This species could be difficult to key out, especially on couplet 10 where the interpretation of T 2 sculpture could lead to different alternatives. While D. susanabramsae has T 2 almost entirely sculptured (in that sense it would appear to run through the first half of couplet 9), its shape is very different from all other species with entirely and strongly sculptured T 2, as D. susanabramsae has T 2 very transverse (width at posterior margin 4.0 × its central length). That character, as well as color of legs, pterostigma, and straight ovipositor separate the species from similar ones.
Distribution.
Costa Rica.
Biology.
Solitary. Gelechiidae: Dichomeris designatellaDHJ 04.
DNA barcoding data.
BIN BOLD: AAI 6323 (4 sequences, 4 barcode compliant).
Etymology.
Named in honor of Susan Abrams (RIP) in recognition of her years of shepherding Costa Rican Natural History through the editorial and production process of the University of Chicago Press.
description: Published as part of Fernandez-Triana, Jose L., Boudreault, Caroline, Whitfield, James B., Höcherl, Amelie, Smith, M. Alex, Hallwachs, Winnifred & Janzen, Daniel H., 2025, A revision of the parasitoid wasp genus Dolichogenidea Viereck (Hymenoptera, Braconidae) in the Neotropical region, with the description of 102 new species, pp. 1-250 in ZooKeys 1237 on pages 1-250, DOI: 10.3897/zookeys.1237.141007
Supplementary document for Extension of fifth-order intrinsic aberration for soft X-ray and vacuum ultraviolet optical system from one- to two-dimension field light source - 5969879.pdf
Creators: name: Cao, Yiqing
name: Shen, Zhijuan
Publisher: name: Optica Publishing Group
Year: 2022
Subjects: Uncategorized
Analytical Biochemistry

description: Extension of fifth-order intrinsic aberration
การศึกษาปัญหาและความต้องการใช้เทคโนโลยีการศึกษาของนักศึกษาระดับปริญญาโท ศูนย์บัณฑิตศึกษา วิทยาลัยนานาชาติ มหาวิทยาลัยมหิดล
Creators: name: นายอรรถสิทธิ์  สวัสดินาม
Publisher: name: Mahidol University
Year: 2015
Subjects: ปัญหา,ความต้องการ,เทคโนโลยีการศึกษา,Problems,Needs,Educational Technology

description: 1, 2, Mahidol R2R e-Journal
Our Practice Newsletter : By Pharmacists For Pharmacists. Issue 9
Creators: name: Yuen, Jamie
name: Bisares, Daryl Allen
Publisher: name: The University of British Columbia
Year: 2020

description: Vaccinations is a key aspect of preventative health, and pharmacists are perfectly positioned to routinely assess patients’ immunization status to ensure they are as protected as possible. This issue’s feature article lays out some considerations and resources for vaccination initiatives. This issue’s case study breaks down blood pressure targets recommended in Canadian guidelines and examines the evidence behind the suggestions and the population they apply to.
DEEP LEARNING APPLICATIONS IN SOCIAL WORK FOR ENHANCING COMMUNITY ORGANIZING AND SOCIAL ACTION THROUGH TECHNOLOGY
Creators: name: Mariya Princy Antony Saviour
name: S. Swathi
name: S. V. Evangelin Sonia
name: Gunasekaran Kulandaivelu
Publisher: name: Zenodo
Year: 2024
Subjects: Mental Health, Social Work, Deep Learning, Community Organizing, Sentiment Analysis.

description: Abstract

This research discusses the relevance of deep learning techniques in understanding community sentiment toward mental health awareness on social media. Specifically, data from Twitter, Facebook, and Reddit were analyzed using Recurrent Neural Networks (RNNs), Long Short-Term Memory Networks (LSTMs), Graph Neural Networks (GNNs), and Transformer Networks. Perplexity, BLEU score, AUC-PR, precision, recall, ROC-AUC, MAP, F1, and accuracy scores were calculated using this data. The study's results have shown that LSTM and Transformer Networks demonstrate exceptional performance. LSTM achieved a precision of 0.82, recall of 0.79, and effective ROC-AUC. Transformer Networks also provided accurate insights into social media posts related to mental health concerns. In conclusion, these deep learning methods aid in identifying mental health issues. The implications of these insights for future social work and community organizing include improving the targeting of health campaigns, better resource deployment strategies, and promoting mental health awareness more effectively. Overall, the research indicates that advanced deep learning methods can greatly benefit social work by providing accurate, data-driven insights into online community sentiments and enabling precise mental health support programs.
Dolichogenidea tiboshartae Fernandez-Triana & Boudreault 2025, sp. nov.
Creators: name: Fernandez-Triana, Jose L.
name: Boudreault, Caroline
name: Whitfield, James B.
name: Höcherl, Amelie
name: Smith, M. Alex
name: Hallwachs, Winnifred
name: Janzen, Daniel H.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Braconidae
Dolichogenidea
Dolichogenidea tiboshartae

description: Dolichogenidea tiboshartae Fernandez-Triana & Boudreault sp. nov.
Figs 139 A – F, 164 B
Type material.
Holotype. Costa Rica • Female, CNC; Alajuela, Area de Conservación Guanacaste, Sector Rincon Rain Forest, Vado Rio Francia; 10.9009, -85.2891; 400 m; 27.x.2007; D. H. Janzen & W. Hallwachs leg.; Voucher code: DHJPAR 0026105. Paratypes. Costa Rica • 1 Female, 1 Male, CNC; DHJPAR 0026122, DHJPAR 0051050.
Diagnostic description.
F 2 length 2.5 × F 14 length; hind legs tarsal claws with single spine; T 1 and T 2 heavily sculptured with strong longitudinal striae; T 1 length <1.5 × T 1 width at posterior margin; T 2 more transverse, its width at posterior margin> 3.0 × its central length; T 2 with smooth spot centrally near posterior margin; ovipositor sheath 1.0–1.1 × metatibia length; pterostigma mostly brown, at most with small pale spot on proximal 0.1–0.2; metacoxa almost entirely dark brown (very small yellow spot on posterior 0.1); metatibial spurs entirely yellow; metatarsus mostly brown; body length: 2.70–2.90 mm; fore wing length: 2.90–2.95 mm. The sculpture of T 2, color of pterostigma, metacoxa, metatibia, metatibial spurs, the length of F 15 and the tarsal claws with a single spine separate D. tiboshartae from all other species with heavily sculptured T 1 and T 2, T 1 comparatively broad and T 2 rectangular and yellow metatibia. The only species closely similar morphologically is D. ninamasisae which has different color of metatarsus, different T 2 shape, slightly larger body size and slightly longer ovipositor sheath.
Distribution.
Costa Rica.
Biology.
Solitary. Depressariidae: elachJanzen 01 Janzen 409; Gelechiidae: Dichomeris Janzen 76, gelJanzen 01 Janzen 116.
DNA barcoding data.
BIN BOLD: AAC 5949: (15 sequences, 13 barcode compliant).
Etymology.
Named in honor of Mrs. Tishisia Boshart of San Jose and Guanacaste, Costa Rica, in recognition of her persistent and diligent care and management of her household and family with Mr. Alejandro Masis, the Director of Area de Conservación Guanacaste (ACG), and her consistently high-quality recognition posters for honorees with patronyms of new species from ACG.
description: Published as part of Fernandez-Triana, Jose L., Boudreault, Caroline, Whitfield, James B., Höcherl, Amelie, Smith, M. Alex, Hallwachs, Winnifred & Janzen, Daniel H., 2025, A revision of the parasitoid wasp genus Dolichogenidea Viereck (Hymenoptera, Braconidae) in the Neotropical region, with the description of 102 new species, pp. 1-250 in ZooKeys 1237 on pages 1-250, DOI: 10.3897/zookeys.1237.141007
The Impact of Lending Interest Rate and Access to Credit on SME Growth: A Literature Review
Creators: name: Ogero, Titus Mosoti
name: Musyoka, Julia Mwende
Publisher: name: figshare
Year: 2022
Subjects: subject: 149902 Ecological Economics
subject: FOS: Economics and business
subject: 140302 Econometric and Statistical Methods
subject: 140399 Econometrics not elsewhere classified
subject: 140202 Economic Development and Growth
subject: 140203 Economic History
subject: 140303 Economic Models and Forecasting
subject: 140199 Economic Theory not elsewhere classified
subject: Economics

description: Abstract – An increase in lending interest rates means a rise in the price of borrowing money. It indicates a rise in the cost of running small and medium enterprises (SMEs) due to servicing of interest and eventually payment of the principal. This causes consumers to cut their expenditures leading to a fall in business sales. This is given that, high lending rates affect business through the influence on both their own direct costs and the ability of the SMEs to borrow and spend. The main objective of the study is to assess the access to credit by SMEs, as well as, how lending interest rate policy affects them. The results of this literature review indicate that the access to credit positively influences growth of SMEs. There is, as well, credit rationing as the lenders determine the amount of credit to allocate and interest to charge based on the probability of default. Finally low levels of credit demand by enterprise in are brought by lack of information about credit.
Dolichogenidea timrichi Fernandez-Triana & Boudreault 2025, sp. nov.
Creators: name: Fernandez-Triana, Jose L.
name: Boudreault, Caroline
name: Whitfield, James B.
name: Höcherl, Amelie
name: Smith, M. Alex
name: Hallwachs, Winnifred
name: Janzen, Daniel H.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Braconidae
Dolichogenidea
Dolichogenidea timrichi

description: Dolichogenidea timrichi Fernandez-Triana & Boudreault sp. nov.
Fig. 140 A – F
Type material.
Holotype. Costa Rica • Female, CNC; Alajuela, Area de Conservación Guanacaste, Sector Rincon Rain Forest, Vado Rio Francia; 10.90093, -85.28915; 400 m; 29.vi.2007; D. H. Janzen & W. Hallwachs leg.; Malaise trap; Voucher code: DHJPAR 0025530.
Diagnostic description.
Anteromesoscutum mostly covered with relatively coarse punctures; propodeum areola complete; propodeum mostly sculptured, with lateral striation on most areas between carinae; T 1 mostly parallel-sided but slightly narrowing near posterior margin; T 1 mostly sculptured on posterior 0.5; T 2 smooth; tegula and humeral complex brown; pedicel, most of mesofemur and entire mesosternum dark brown to black; all coxae, metafemur and most of metatibia (except for anterior 0.2 which is white) brown to dark brown; body length: 2.40 mm; fore wing length: 2.60 mm. Among species with smooth T 2 D. timrichi can be distinguished by T 1 sculpture, propodeum sculpture and carination pattern, body size, and mostly dark coloration.
Distribution.
Costa Rica.
Biology.
No host data available.
DNA barcoding data.
BIN BOLD: AAJ 1390 (2 sequences, 2 barcode compliant).
Etymology.
Named in honor of Mr. Tim Rich of California in recognition of his decade-plus and continuing steady financial administration of the GDFCF endowments for GDFCF programs in and around Area de Conservación Guanacaste.
Notes.
The BIN includes a sequence from Mexico; however, it is 1.95 % different from the ACG sequence, therefore we consider best not to include the Mexican specimen as part of this species until it can be examined.
description: Published as part of Fernandez-Triana, Jose L., Boudreault, Caroline, Whitfield, James B., Höcherl, Amelie, Smith, M. Alex, Hallwachs, Winnifred & Janzen, Daniel H., 2025, A revision of the parasitoid wasp genus Dolichogenidea Viereck (Hymenoptera, Braconidae) in the Neotropical region, with the description of 102 new species, pp. 1-250 in ZooKeys 1237 on pages 1-250, DOI: 10.3897/zookeys.1237.141007
ความวิตกกังวลและภาวะซึมเศร้าในหญิงตั้งครรภ์ที่มีภาวะเจ็บครรภ์ก่อนกำหนดที่ห้องคลอด โรงพยาบาลรามาธิบดี
Creators: name: ปิยภรณ์  ปัญญาวชิร
name: กุลสตรี  วรรธนะไพสิฐ
Publisher: name: Mahidol University
Year: 2015
Subjects: ความวิตกกังวล,ภาวะซึมเศร้า,หญิงตั้งครรภ์,ภาวะเจ็บครรภ์ก่อนกำหนด,Anxiety,Depression,pregnancy women,preterm labor

description: 1, 2, Mahidol R2R e-Journal
Supplementary document for Surface plasmon resonance gas sensor with nanoporous gold film - 5970125.pdf
Creators: name: Zhang, Chenglong
name: Qi, Zhi-mei
name: Cai, Chen
name: LIU, ZIWEI
name: Yang, Zehao
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Supplement 1
Developing a patient-reported experience questionnaire with and for people who use drugs : A community engagement process in Vancouver's Downtown Eastside
Creators: name: Olding, Michelle
name: Hayashi, Kanna
name: Pearce, Lindsay
name: Bingham, Brittany
name: Buchholz, Michelle
name: Gregg, Delilah
name: Hamm, Dave
name: Shaver, Laura
name: McKendry, Rachael
name: Barrios, Rolando
name: Nosyk, Bohdan
Publisher: name: International Journal of Drug Policy
Year: 2020

description: People who use drugs (PWUD) frequently have complex health care needs, yet face multiple barriers to accessing services. Involving PWUD in health service design and evaluation can enhance the quality of data collected and ensure policy and practice improvements reflect the expressed needs of the population. However, PWUD remain largely excluded from the evaluation of health services that directly affect their lives, including development of patient-reported experience measures (PREMS) that have gained prominence in health services research and clinical practice. Detailed descriptions of PWUD participation in survey design are notably absent in the literature. In this commentary, we present a case that demonstrates how PWUD can contribute meaningfully to the development of questionnaires that assess patient-reported health care experiences. We describe the development, implementation and outcomes of a process to engage local drug user organizations in the evaluation of a redesign and reorientation of health service delivery in the Downtown Eastside (DTES) neighborhood of Vancouver, Canada. Through this process, participants contributed critical elements to the design of a patient-reported experience measure, including: (1) identifying unmet service needs in the neighborhood; (2) identifying local barriers and facilitators to care; (3) formulating questions on cultural safety; and (4) improving structure, language and clarity of the questionnaire. We highlight lessons learned from the process, reflecting on the strengths, challenges and ethical considerations associated with community-based approaches to questionnaire development. The workshop model presented here illustrates one flexible and promising approach to enabling meaningful participation of PWUD in questionnaire development.
โครงการศึกษาความพึงพอใจของบุคคลภายนอกต่อการใช้บริการห้องประชุมสถาบันวิจัยประชากรและสังคม มหาวิทยาลัยมหิดล
Creators: name: สมปรารถนา นามขาน
name: สมเกียรติ เขียวแก่
Publisher: name: Mahidol University
Year: 2015
Subjects: โความพึงพอใจ,บุคคลภายนอก,การใช้บริการห้องประชุม,สถาบันวิจัยประชากรและสังคม

description: 1, 2, Mahidol R2R e-Journal
ความสัมพันธ์ระหว่างเงินทุนสนับสนุนการวิจัยกับผลงานวิจัยที่ได้รับการตีพิมพ์ในระดับชาติ และนานาชาติของคณะแพทยศาสตร์โรงพยาบาลรามาธิบดี
Creators: name: ธนารีย์  บัวเผื่อน
name: มุกดาลักษณ์ บุญทรง
name: ประทักษ์ โอประเสริฐสวัสดิ์
Publisher: name: Mahidol University
Year: 2015
Subjects: เงินทุนสนับสนุนการวิจัย,ผลงานวิจัย,คณะแพทยศาสตร์โรงพยาบาลรามาธิบดี,financial research support,publication,Faculty of Medicine Ramathibodi Hospital

description: 1, 2, Mahidol R2R e-Journal
Supplementary document for Surface plasmon resonance gas sensor with nanoporous gold film - 5970125.pdf
Creators: name: Zhang, Chenglong
name: Qi, Zhi-mei
name: Cai, Chen
name: LIU, ZIWEI
name: Yang, Zehao
Publisher: name: Optica Publishing Group
Year: 2022
Subjects: Uncategorized

description: Supplement 1
ความสัมพันธ์ของงบประมาณและการใช้จ่ายจริง: การปรับเปลี่ยนวัฒนธรรมองค์กรสู่การบริหารจัดการงบประมาณของสถาบันการศึกษาอย่างมีประสิทธิภาพ
Creators: name: เอื้อมเดือน แก้วสว่าง
Publisher: name: Mahidol University
Year: 2015
Subjects: งบประมาณบริหารจัดการงบประมาณสถาบันการศึกษา,budget,budget management,academic institutes

description: 1, 2, Mahidol R2R e-Journal
Dolichogenidea tristanpalolai Fernandez-Triana & Boudreault 2025, sp. nov.
Creators: name: Fernandez-Triana, Jose L.
name: Boudreault, Caroline
name: Whitfield, James B.
name: Höcherl, Amelie
name: Smith, M. Alex
name: Hallwachs, Winnifred
name: Janzen, Daniel H.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Braconidae
Dolichogenidea
Dolichogenidea tristanpalolai

description: Dolichogenidea tristanpalolai Fernandez-Triana & Boudreault sp. nov.
Fig. 143 A – E
Type material.
Holotype. Costa Rica • Female, CNC; Guanacaste, Area de Conservación Guanacaste, Sector Santa Rosa, Area Administrativa; 10.83764, -85.61871; 295 m; 25.xii.2008; D. H. Janzen & W. Hallwachs leg.; Malaise trap; Voucher code: DHJPAR 0031859. Paratypes. Costa Rica • 1 Female, 2 Males, CNC; DHJPAR 0012735, DHJPAR 0024742, DHJPAR 0031860.
Diagnostic description.
T 1 strongly narrowing towards posterior margin, its length medially ~ 4.0–5.0 × its width at posterior margin and its width at anterior margin 2.0 × its width at posterior margin; T 2 smooth; pro- and mesocoxae mostly yellow to yellow-pale brown, metacoxa mostly brown; metafemur and metatibia yellow; humeral complex, all laterotergites, sternites and hypopygium brown to dark brown; body length: 1.76–1.80 mm; fore wing length: 1.90–2.08 mm. The color of humeral complex, coxae, and lateral and ventral areas of metasoma, as well as the shape of T 1 distinguish this species among all with smooth T 2 and pale pro- and mesocoxae.
Distribution.
Costa Rica.
Biology.
No host data available.
DNA barcoding data.
BIN BOLD: AAI 9740 (5 sequences, 4 barcode compliant).
Etymology.
Named in honor of Mr. Tristan Palola in recognition of his decade-plus of weathering the demands of being a major part of the Palola family with Mr. Eric Palola, as the two-country Executive Director of the NGO Guanacaste Dry Forest Conservation Fund and its integration with the Costa Rican government’s Area de Conservación Guanacaste (ACG) in northwestern Costa Rica.
description: Published as part of Fernandez-Triana, Jose L., Boudreault, Caroline, Whitfield, James B., Höcherl, Amelie, Smith, M. Alex, Hallwachs, Winnifred & Janzen, Daniel H., 2025, A revision of the parasitoid wasp genus Dolichogenidea Viereck (Hymenoptera, Braconidae) in the Neotropical region, with the description of 102 new species, pp. 1-250 in ZooKeys 1237 on pages 1-250, DOI: 10.3897/zookeys.1237.141007
งบประมาณโครงการวิจัยทางคลินิกภาคเอกชน ที่ได้รับการพิจารณาอนุมัติดำเนินการที่ คณะแพทยศาสตร์โรงพยาบาลรามาธิบดี
Creators: name: กัลยพัชร  ภู่สาระ
name: วันเพ็ญ จามรวงศ์
name: สุวิณี  ปรีชฎา
Publisher: name: Mahidol University
Year: 2015
Subjects: งบประมาณ,โครงการวิจัย แบบ Clinical Trial,โครงการวิจัยแบบ Cohort Study,Budget,Research of Clinical Trial,Research of Cohort Study

description: 1, 2, Mahidol R2R e-Journal
Dolichogenidea tucuman Fernandez-Triana & Boudreault 2025, sp. nov.
Creators: name: Fernandez-Triana, Jose L.
name: Boudreault, Caroline
name: Whitfield, James B.
name: Höcherl, Amelie
name: Smith, M. Alex
name: Hallwachs, Winnifred
name: Janzen, Daniel H.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Braconidae
Dolichogenidea
Dolichogenidea tucuman

description: Dolichogenidea tucuman Fernandez-Triana & Boudreault sp. nov.
Fig. 144 A – F
Type material.
Holotype. Argentina • Female, CNC; Tucuman, Reserva experimental Horco Molle; viii.1968; C. C. Porter leg.; Voucher code: CNC 1179678.
Diagnostic description.
Anteromesoscutum mostly with relatively shallow punctures; scutellar disc smooth and shiny, without punctures; mesopleuron and metapleuron entirely to almost entirely smooth or with few, shallow punctures; T 1 more or less parallel-sided, its length medially <2.0 × its width at posterior margin; T 2 entirely sculptured; T 2 comparatively transverse, its length medially ~ 4.0 × its width at posterior margin; ovipositor sheath 0.9 × as long as metatibia; scape brown, same color than flagellomeres; tegula and humeral complex yellow; pterostigma mostly bright yellow-white (but with central, darker spot which is pale brown); pro- and mesocoxae yellow, metacoxa mostly dark brown; metafemur and metatibia entirely yellow; T 1 entirely black; body length: 2.50 mm; fore wing length: 2.93 mm. Among all species with pale coloration of legs and with T 1 and T 2 not strongly sculptured (but notice that T 2 is entirely sculptured, just not strongly), D. tucuman can be recognized by its more or less parallel-sided T 1, rather transverse T 2, smooth scutellar disc, and color of tegula and humeral complex. The new species resembles D. phthorimaeae but D. tucuman has longer ovipositor sheaths and different color of scape and pterostigma.
Distribution.
Argentina.
Biology.
No host data available.
DNA barcoding data.
No data.
Etymology.
Named after the province of the type locality in Argentina.
description: Published as part of Fernandez-Triana, Jose L., Boudreault, Caroline, Whitfield, James B., Höcherl, Amelie, Smith, M. Alex, Hallwachs, Winnifred & Janzen, Daniel H., 2025, A revision of the parasitoid wasp genus Dolichogenidea Viereck (Hymenoptera, Braconidae) in the Neotropical region, with the description of 102 new species, pp. 1-250 in ZooKeys 1237 on pages 1-250, DOI: 10.3897/zookeys.1237.141007
ปัจจัยหลักแห่งความสำเร็จของการบริหารความเสี่ยงองค์กร
Creators: name: ปฏิภาณ แซ่หลิ่ม
Publisher: name: Mahidol University
Year: 2015
Subjects: ความเสี่ยง,ระบบบริหารความเสี่ยงองค์กร,ปัจจัยแห่งความสำเร็จ,Risk,Enterprise Risk Management,Critical Success Factors

description: 2, 2, Mahidol R2R e-Journal
The Project Concept archived in 2020
Creators: name: Ussenaliyeva, Aizhan
Publisher: name: figshare
Year: 2022
Subjects: subject: 40501 Biological Oceanography
subject: FOS: Earth and related environmental sciences
subject: 40301 Basin Analysis
subject: 50301 Carbon Sequestration Science
subject: FOS: Agriculture, forestry and fisheries

description: A project concept written and archived by me in 2020.
การพัฒนาเว็บไซต์สำหรับการค้นหาเบอร์โทรศัพท์นักวิจัยในมหาวิทยาลัยราชภัฏนครปฐม
Creators: name: จิรันดร บู๊ฮวดใช้
Publisher: name: Mahidol University
Year: 2015
Subjects: เว็บไซต์,เบอร์โทรศัพท์,การค้นหา,Website,Phone Number,Searching

description: 2, 2, Mahidol R2R e-Journal
Dolichogenidea verobrondexae Fernandez-Triana & Boudreault 2025, sp. nov.
Creators: name: Fernandez-Triana, Jose L.
name: Boudreault, Caroline
name: Whitfield, James B.
name: Höcherl, Amelie
name: Smith, M. Alex
name: Hallwachs, Winnifred
name: Janzen, Daniel H.
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Braconidae
Dolichogenidea
Dolichogenidea verobrondexae

description: Dolichogenidea verobrondexae Fernandez-Triana & Boudreault sp. nov.
Fig. 145 A – F
Type material.
Holotype. Venezuela • Female, CNC; Merida, Tabay Lamucuy, streamside meadow; 18. vi- 2.viii.1989; S. & J. Peck leg.; Malaise trap; Voucher code: CNC 1179692.
Diagnostic description.
F 15 length / width 1.1; ocular ocellar line 1.4 × posterior ocellar line; T 1 and T 2 heavily sculptured with strong longitudinal striae covering entire surface of T 2 and most of T 1; T 1 evenly broadening towards posterior margin; T 2 broadly rectangular and large, covering most surface of tergum; tegula and humeral complex yellow; pterostigma brown with small pale spot at base; metatibia dark brown to black on posterior 0.5; body length: 2.70 mm; fore wing length: 3.00 mm. Among all species with heavily sculptured T 1 and T 2, this species is distinctive by its body size, metatibia and pterostigma color, cubic F 15 (1.1 × as long as wide), and ocelli size.
Distribution.
Venezuela.
Biology.
No host data available.
DNA barcoding data.
No data.
Etymology.
The second author dedicates this species in honor of her good friend Véronique Brondex. Véronique has been an inspiration by her kindness, joyful personality, courage, and aliveness. She is always ready for new adventures! The first part of the species’ name “ vero ” is the shortened version of Veronique.
description: Published as part of Fernandez-Triana, Jose L., Boudreault, Caroline, Whitfield, James B., Höcherl, Amelie, Smith, M. Alex, Hallwachs, Winnifred & Janzen, Daniel H., 2025, A revision of the parasitoid wasp genus Dolichogenidea Viereck (Hymenoptera, Braconidae) in the Neotropical region, with the description of 102 new species, pp. 1-250 in ZooKeys 1237 on pages 1-250, DOI: 10.3897/zookeys.1237.141007
การศึกษาภาวะเลือดออกภายหลังการถอนฟันในผู้ป่วยที่ได้รับยาต้านการเกิดลิ่มเลือดและปัจจัยที่มีความสัมพันธ์กับภาวะเลือดออก
Creators: name: นิวัฒน์ พันธ์ไพศาล
name: วิภาภรณ์ โชคชัยวรกุล
Publisher: name: Mahidol University
Year: 2015
Subjects: ภาวะเลือดออกภายหลังการถอนฟัน,ยาต้านการเกิดลิ่มเลือด,ยาต้านเกล็ดเลือด,ยาต้านการแข็งตัวของเลือด,Postoperative Bleeding, Antithrombotic Drugs, Antiplatelet Drug, Anticoagulant Drug

description: 2, 2, Mahidol R2R e-Journal
การพัฒนาโปรแกรมด้านการประมวลผลแบบสเปรดชีทในการสร้าง S-CURVE (S-Curve CREATER) เพื่อตรวจสอบผลงานก่อสร้างสำหรับผู้ควบคุมงาน
Creators: name: สาธร เบญจชาด
name: สุภาดา   ศรีสารคาม
Publisher: name: Mahidol University
Year: 2015
Subjects: การคำนวณผลงานก่อสร้าง,กราฟแสดงความก้าวหน้าของงาน,การสร้างกราฟ S-Curve โดยใช้โปรแกรมไมโครซอฟท์เอกเซล,Work Progress,S-Curve Create,S-Curve by Microsoft Excel

description: 2, 2, Mahidol R2R e-Journal
Supplementary document for Effects of color-enhancing glasses on color vision in congenital red-green color deficiencies - 5970243.pdf
Creators: name: Patterson, Emily
name: Mastey, Rebecca
name: Kuchenbecker, James
name: Rowlan, Jessica
name: Neitz, Jay
name: Neitz, Maureen
name: Carroll, Joseph
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: Figures S1 (Measured emission spectra of the LCD display used) and S2 (JC_11356's Colour Assessment and Diagnosis results).