Acute Effects of ECT on the Cerebral Circulation in Man
Bibliographic record
Abstract
The acute cerebral haemodynamic effects of modified ECT were monitored by electrical impedance piethysmography in four patients with schizophrenia and three with depression. A total of 20 recordings were made on these patients; of these, 19 involved the following segments, in sequence: a rest period of 25–115 min, a short period in which Atropine, Brietal, and succinylcholine were given by injection, administration of the ECT, monitoring of post-ECT effects for 10 min, and, finally, a recovery period of up to 120 min was recorded. An identical procedure, save for the omission of ECT in one of the patients, formed the 20th recording. Results were considered significant if they were given by a majority of the 19 ECT recordings. No impedance changes took place during the pre-drug resting period nor following the pre-medication drugs. The acute effects of ECT were shown by electrical impedance changes during the 10 min immediately following it. These implied a surging increase in CBF and persisted during the recovery phase. No such changes occurred when ECT was omitted, and the results suggested that these cerebral circulatory changes formed part of the therapeutic action of ECT.
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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".