Neural Representation of Maternal Face Processing: A Functional Magnetic Resonance Imaging Study
Bibliographic record
Abstract
OBJECTIVE: The mother-child relationship may have important implications for emotional development and adult psychopathology. The objective of this study was to examine brain responses to processing maternal faces in healthy adult women. METHODS: Ten healthy adult female volunteers with adequate early-life maternal care and a normal relationship with their living mothers participated in the study. Functional magnetic resonance imaging was used to examine brain responses to pictures of the subject's mother, a close female friend, and 2 age-matched female strangers during passive viewing, valence (emotional), and salience (self-relevance) evaluations. RESULTS: The main contrast of mother, compared with all others (that is, friend and older and younger strangers), demonstrated the following: first, significant activation in the left posterior cingulate cortex-precuneus (PCC-Pcu), collapsed across all tasks; second, right ventromedial prefrontal cortex-anterior cingulate cortex (VMPFC-ACC) activation during the valence condition; and third, left dorsolateral prefrontal cortex (DLPFC) activation during the salience condition. In the region-of-interest analyses, the VMPFC-ACC and DLPFC showed significant activations in response to mothers' faces and deactivation in response to control faces. Among the 3 regions, only VMPFC-ACC activity distinguished the unique processing of one's own mother's face from that of a close friend. PCC-Pcu activations demonstrate a graded response (mother > friend > strangers) and, further, demonstrated differential response with respect to mothering style. CONCLUSIONS: The activation in prefrontal and cingulate cortices related to maternal face processing is consistent with their implicated roles in mother-infant interactions, personal familiarity, and emotional and self-relevant processing. These findings suggest a neural basis for maternal attachment and propose a focus for future studies aimed at investigating the impact of disrupted maternal attachment on emotional development.
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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 | 0.000 | 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 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".