Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Colic is widely believed to remit by 3 months of age, with little lasting effect on the infant or the family. OBJECTIVES: To determine the prevalence of colic at 3 months and the proportion of cases of colic (identified at 6 weeks) that remitted by 3 months; to identify the factors predictive of colic's remission; and to explore the potential lasting effects of colic on maternal mental health. DESIGN: Prospective cohort study of 856 mother-infant dyads. Self-administered questionnaires were mailed to mothers at 1 and 6 weeks and 3 and 6 months post partum. Standardized instruments were incorporated into the first and last questionnaires to assess maternal anxiety, postnatal depression, and social support. At 6 weeks and at 3 months, mothers completed the Barr diary and/or the Ames Cry Score. RESULTS: Data from 547 dyads were available for analysis. The prevalence of colic at 3 months was 6.4%. More than 85% of cases of colic had remitted by 3 months of age. These infants were more likely to be female, whereas the mothers of these infants were more likely to have received pain relief during labor/delivery and to have been employed during pregnancy. Reductions in scores for trait anxiety and postnatal depression, although smaller for mothers whose infants were colicky at 6 weeks of age, were not significantly different from those of mothers whose infants were never colicky. CONCLUSION: This study provides support for the belief that, in most cases, colic is self-limiting and does not result in lasting effects to maternal mental health.
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.
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 | 0.000 | 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 it