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Record W3200550572 · doi:10.17721/2520-2626/2021.28.11

THE WAYS OF COOPERATION BETWEEN DOCTORS OF THE UKRAINIAN DIASPORA IN CANADA AND DOCTORS IN UKRAINE IN THE CONDITIONS OF MODERN CHALLENGES

2021· article· en· W3200550572 on OpenAlex
Myroslava O. Marushchenko

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAlmanac of Ukrainian Studies · 2021
Typearticle
Languageen
FieldMedicine
TopicMedical and Biological Sciences
Canadian institutionsnot available
Fundersnot available
KeywordsUkrainianPolitical scienceBureaucracyState (computer science)Public relationsPublic administrationLawPolitics

Abstract

fetched live from OpenAlex

In the article, the current state of cooperation between Canadian Ukrainians and Ukrainian doctors analyzes. The urgency of modern challenges for cooperation is determined, in particular: pandemic restrictions due to the rapid spread of Covid-19 virus and a sharp restriction of direct professional contacts; the politicization of professional international cooperation in the conditions of Russian aggression; bureaucracy on the part of the management of medical institutions of Ukraine, unfinished state regulation of charitable organizations and international cooperation; insufficient development of charity in Ukraine. The activity of the main Cooperation programs between doctors Canadian Ukrainians and Ukrainian doctors is analyzed. The main focus of the article is on the analysis of the effectiveness of the Canadian-Ukrainian Pediatric Fellowship Program. The Medical Director of the Program is Professor James Rutka, and the Program Coordinator is Professor Myroslava Romach. The stages of organizing training meetings within the Program are indicated: planning and preparation for the meeting (goal setting and detailed planning); choice of locations, according to pre-thought-out criteria; the meeting itself (lectures and practical training, joint operations in 7 cities of Ukraine); further observation, assessment of the impact and results of the meeting, as well as planning of long-term cooperation. Analysis of the concrete results of cooperation is one of the most important stages of international cooperation, as it not only increases its efficiency but also ensures the targeted use of funds. It is determined that important factors that increase the effectiveness of interstate programs in the field of medicine are awareness of cooperation at the diplomatic level, coordinated cooperation at the local level, selection of reliable partners for cooperation, systematic contacts, activities, targeted, premeditated assistance, careful selection of applicants, changes in the means of communication in today's challenges. The work of the above-mentioned medical Ukraine Paediatric Fellowship Program can serve as an example of the organization of international cooperation in various directions of social and political life of modern Ukraine, and a guarantee of its high efficiency in clear strategic planning.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.650
Threshold uncertainty score0.913

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.113
GPT teacher head0.310
Teacher spread0.197 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it