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Record W4317767815 · doi:10.17759/cpse.2022110406

Internal Image of Disorder in Patients with Chronic Back Pain

2022· article· en· W4317767815 on OpenAlexaboutno aff
А.V. Kotelnikova, А.А. Кукшина, A.S. Tihonova, T. S. Buzina

Bibliographic record

VenueClinical Psychology and Special Education · 2022
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsnot available
Fundersnot available
KeywordsChronic painOperationalizationMcGill Pain QuestionnairePhysical therapyPsychologyVisual analogue scaleRehabilitationNociceptionMedicinePsychiatryClinical psychologyInternal medicine

Abstract

fetched live from OpenAlex

<p style="text-align: justify;">The purpose of the work was to study the psychological mechanisms of the formation of an intrapsychic response to chronic back pain. The hypothesis was the assumption that the internal image of the disorder in patients with chronic back pain differs depending on the subjective perception of pain. Operationalization of the internal image of disorder was carried out in accordance with a four-level concept (sensitive, motivational, emotional, and intellectual levels). Psychodiagnostic tools were used: "McGill's Pain Questionnaire (Kastiro I.V., 2012), "Restoration of the locus of control" questionnaire (Belova N.A., 2002), expert assessment of compliance on a five-point scale, "Psychological factors of attitude to illness and treatment" questionnaire (Rasskazova E.I., 2016). In total, 84 patients aged 54.5±14.4 years were examined, including 52 (61.9%) women and 32 (38.1%) men who were at the inpatient stage of medical rehabilitation for dorsopathies with moderate chronic pain syndrome. The pain has lasted for 12.9±13.4 years. As a result of the study, it was found that the groups of patients with mixed and nociceptive pain differ from each other in the structure of the internal image of the disorder: patients with mixed pain have no relationship between the motivational and emotional levels with the sensitive – the level of primary processing of sensory information.</p>

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.

How this classification was reachedexpand

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.135
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.018
GPT teacher head0.399
Teacher spread0.381 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2022
Admission routes1
Has abstractyes

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