[What new fathers know, think and do: a survey about fathering's attitudes, beliefs and behaviors in a sample of 570 men just after the birth of their newborn].
Bibliographic record
Abstract
AIM: The aim of this paper was to know and analyze information, attitudes and behaviors related with transformations occurring in men when they become fathers. METHODS: A self-administered questionnaire has been given out to all men whose newborns were born in the Hospitals located into Borgosesia, Ivrea, Novara, Verbania and Vercelli (Piedmont region in north west of the Italy) in the last quarter of 2006. The questionnaire was created ad hoc and filled out on the day of discharge; results underwent statistical analyses through SPSS system. RESULTS: For the duration of the research, out of 870 men who became fathers in the hospitals were involved in this study, 570 responded voluntarily to the self-administered questionnaire (65.6% of the total sample). They showed a lack of information about how to take care of their newborns and the emotional turmoil of women after delivery (58% think children are blind when they are born, 52% think it is better to breastfeed newborns at fixed times and 47% ignore that mothers can enter a depression state). Eighty-eight percent of respondents were in the delivery room to see their child's birth, 56% took a leave from job to stay with mother and child in the hospital and 58% of them report the intention to take an additional 2-3 days leave after coming home from the hospital; 27% had trouble sleeping during pregnancy and are afraid not to be good fathers for their child; 90% believe that their newborn will make them change life habits. Most of the new fathers had difficulties in sharing emotions and feelings related with their status of fathers-to-be with other men. Some of these results are significantly different in older fathers, fathers having their first child and fathers with a lesser level of education. CONCLUSION: During pregnancy and in the first months after their child is born, fathers-to-be and new fathers must be considered a potential target for educational interventions aiming at promoting their parenting information and reinforcing their positive attitudes and beliefs related with their fathering status.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.002 | 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 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".