Bibliographic record
Abstract
Abstract Humans of all ages interact with their environment on a daily basis and are thus exposed to a variety of both man-made and naturally occurring chemicals through the air they breath, the water they drink and the food they eat. The potential for exposure to environmental contaminants to impact the function of the reproductive system and affect normal development of the reproductive tract has become an area of increasing concern at all levels of society. Environment Canada and Health Canada jointly organized a workshop to review the current state of knowledge on endocrine disrupting compounds (EDCs) and to establish a national science agenda on the scientific assessment of EDCs. This report summarizes the key scientific literature pertaining to the role of EDCs in a number of selected human reproductive/developmental outcomes. Change in the frequency of health outcome trends, epidemiological evidence of an association between the health outcome of concern and exposure to EDCs, and mechanistic evidence of receptor-mediated effects were the criteria used to evaluate the strength of the evidence. While it cannot be concluded that EDCs cause reproductive effects in the general Canadian population, the weight of evidence provides cause for continued concern.
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.
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 | 0.005 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 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".