Clinical Presentation of General Paralysis of the Insane in a Dutch Psychiatric Hospital, 1924-1954
Bibliographic record
Abstract
General paralysis of the insane (GPI) or dementia paralytica was once a fatal complication of syphilitic infection and a major reason for psychiatric hospitalization. Nowadays, physicians consider GPI to be exceptional. It should be noted, however, that syphilis re-emerged worldwide at the turn of the 20th to 21st century and a revival of GPI can, therefore, be expected. Advanced diagnosis is crucial in that treatment in the early, inflammatory phase is warranted before irreversible tissue damage occurs. Therefore, a renewed clinical awareness of the broad spectrum of psychiatric and neurologic signs and symptoms of GPI is needed. In this historical cohort study, comprising 105 patients with GPI admitted to the Dutch Vincent van Gogh Psychiatric Hospital in the period 1924-1954, the clinical presentation of this invalidating disorder is investigated and described in detail.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.000 | 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 teacher head, 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".