Bibliographic record
Abstract
Back to table of contents Previous article Next article Community NewsFull AccessDepressed Parents Will Be Focus Of Depression Screening DayEve BenderEve BenderPublished Online:19 Sep 2003https://doi.org/10.1176/pn.38.18.0013Screening and treatment for depression in parents is a new focal point for this year's National Depression Screening Day (NDSD). The campaign is titled "Can a Depressed Parent be a Good Parent? You Bet!"Screening for Mental Health Inc., a nonprofit agency based in Massachusetts, has organized NDSD each year since 1991.The event is held at 6,000 screening sites throughout the United States and Canada, and its goal is to help to identify people with mood disorders, such as depression and bipolar disorder, generalized anxiety disorder, and posttraumatic stress disorder; educate the public about psychiatric illnesses; and combat the stigma surrounding them.This year's NDSD will take place on October 9, and as part of the new campaign, a new brochure will be distributed to NDSD screening sites urging parents to seek help for depression and talk openly with their children about depression and treatment. The brochure also advises parents with depression to make sure that their children don't blame themselves for the depression and to explain that they are seeking treatment in order to get better.The campaign and brochure are based on an intervention developed by William Beardslee, M.D., psychiatrist in chief at Children's Hospital in Boston and the Gardner Monks professor of psychiatry at Harvard Medical School, as described in his book, Out of the Darkened Room: When a Parent Is Depressed—Protecting the Children and Strengthening the Family.It is not uncommon, he added, for many parents with depression to be self-critical and worry that their children will be adversely affected by their depression.He suggested that parents speak openly about depression and treatment with children to increase their understanding about the illness and "build resilience in children by encouraging them to be involved in friendships and activities outside the home."Said Douglas Jacobs, M.D., the founder and executive director of Screening for Mental Health Inc., "Our message is that by seeking treatment, parents can feel better themselves and help their whole family . . . . This will resonate with a lot of people, and NDSD has always been about finding a way to connect people with available services."Those interested in providing screening on National Depression Screening Day must register by downloading a form at the Web site www.mentalhealthscreening.org or by calling (718) 239-0071. Registration fees are $150 for most private sites, $50 for public-sector sites, and free for primary care screening sites. ▪ ISSUES NewArchived
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.707 | 0.466 |
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".