International Comparison of the Prevalence of Psychosomatic Disorders in Schizophrenic Patients
Bibliographic record
Abstract
An epidemiological survey was carried out in Montreal (Canada). Plattsburgh (USA) and Lodz (Poland) to test the hypothesis that certain psychosomatic disorders show a low lifetime prevalence in schizophrenic patients (total n = 665). The same method for collection and evaluation of demographic and clinical data was used in order to establish the lifetime prevalence of peptic ulcer (PU), bronchial asthma (BA), neurodermatitis (ND) and rheumatoid arthritis (RA) in the patients as well as in their nuclear families. Low values of lifetime prevalence were found in schizophrenic patients in chronic hospitals as compared with those in general-university hospitals. Similarities were found in age- and sex-related patterns of these psychosomatic disorders in both samples. However, PU showed higher prevalence, and BA, ND and RA showed lower prevalence in the Polish sample.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".