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Record W2028462361 · doi:10.1017/s0033291702005846

Intergenerational transmission of somatization behaviour: a study of chronic somatizers and their children

2002· article· en· W2028462361 on OpenAlexaff
Tom Craig, A. D. Cox, Kenneth E. Klein

Bibliographic record

VenuePsychological Medicine · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicFamily Support in Illness
Canadian institutionsSt. Thomas Hospital
Fundersnot available
KeywordsSomatizationWorryNeglectMedicineMultivariate analysisPsychiatryPsychologyClinical psychologyMental healthAnxiety

Abstract

fetched live from OpenAlex

BACKGROUND: Exposure to an ill parent in childhood may be a risk factor for adult somatization. This study examines the hypothesis that somatizing adults are more likely to have been exposed to illness as a child and that in turn, their children are more likely to report ill health and to have more contact with medical services than children of other mothers. METHOD: A cross-sectional comparative investigation of three groups of mothers and their children of 4-8 years of age: (i) 48 mothers suffering from chronic somatization; (ii) 51 mothers with chronic 'organic' illness; and (iii) 52 healthy mothers was carried out. RESULTS: Somatizing mothers were more likely than other women to report exposure to childhood neglect and to physical illness in a parent (OR 2.9; 95% CI 1.4-6.1). The children of these somatizing mothers were more likely to have health problems than were the children of organically ill or healthy women and had more consultations with family doctors (average annual rates: somatizers 4.9 (S.D. 3.8), organic 3.0 (S.D. 3.5) and healthy 2.8 (S.D. 2.6)). Multivariate modelling of consultation rates among children found significant main effects for maternal somatization, maternal childhood adversity, the child's tendency to worry about health and a two-way interaction of maternal childhood adversity and her somatization status. CONCLUSIONS: The hypotheses are broadly supported. However, it is important to emphasize the extent to which these findings are based on maternal reports.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.020
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.046
GPT teacher head0.336
Teacher spread0.291 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations128
Published2002
Admission routes1
Has abstractyes

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