Medical Examiners’ Independence is Vital for the Health of the American Legal System
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
Forensic pathologists play a vital role in the justice system in matters concerning questions of death. Accurate investigation, examination, reporting, and testimony by forensic pathologists are important to determine and demonstrate the cause and manner of death of individuals who die under sudden, unexpected, or violent circumstances. Cases involving political influence on the work of forensic pathologists have gained notoriety within the media and have been a source of concern for experts who practice in this highly selective field. In 2009, the National Research Council (NRC) of the National Academies published a report listing recommendations to strengthen the forensic sciences throughout the country. A specific recommendation within the report contends that medical examiner and coroner offices should be independent from, or at least autonomous within, law enforcement agencies and prosecutors’ offices. It is our position that forensic pathologists working in or for medical examiner or coroner offices or as private consultants should be permitted to objectively pursue and report the facts and their opinions of those cases which they are investigating independent of political influences from other agencies and institutions within their respective jurisdictions. This paper discusses three cases involving political influence, presents survey data of NAME members concerning such influences, and reviews the recommendations of the NRC.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 |
| 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