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Record W7021005981

Neuropsychological functioning and emotional distress in drug-addicted youth. A pilot study.

2014· article· en· W7021005981 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueResearch Padua Archive (University of Padua) · 2014
Typearticle
Languageen
FieldComputer Science
TopicDistributed Sensor Networks and Detection Algorithms
Canadian institutionsnot available
Fundersnot available
KeywordsAlexithymiaDysfunctional familyAnxietyCoping (psychology)Substance abuseDistressPsychological interventionCognition
DOInot available

Abstract

fetched live from OpenAlex

Epidemiological studies suggest that the incidence of substance disorders peaks in young adulthood, generally involving poly-drug use and new psychoactive substances. Consistent evidence attest emotional problems in drug addicts, especially in terms of alexithymia and sensation-seeking, and substance abuse has been conceived as resulting from inadequate coping strategies, mainly relying on avoidance. Substance abuse itself is seen as a dysfunctional mean of coping with negative emotions such as fear and anxiety. Furthermore, several studies prove that drug abuse leads to severe neurotoxic effects, with memory, attention and executive impairments even in young age. The study aims to identify the most critical features, and their interrelations, for the above- mentioned factors in young drug-addicts. The research involved 21 participants (age ranged from 17 to 25 years) undergoing residential treatment; most of them were poly-drug users, mixing heroin and synthetic drugs, and were low-educated. The instruments administered addressed: psychological symptoms (Symptom Checklist -90 Revised, SCL-90-R), coping strategies (Coping Orientation to Problems Experienced- Nuova Versione Italiana, COPE-NVI), alexithymia (Toronto Alexithymia Scale-20 items, TAS-20; Observer Alexithymia Scale OAS), sensation seeking (Sensation Seeking Scale, SSS-VI) and cognitive functions (Esame Neuropsicologico Breve, ENB-2). The research provided for both self-report and observational tools (administered to social workers that knew well the patient) in order to compare the two evaluations and to infer in which extent participants were well-aware of their difficulties. Participants revealed a significant psychological distress (specifically in terms of anxiety and depression), the prevalence of maladaptive coping strategies (relying mainly on avoidant coping and overestimating the extent in which they turn to others to obtain social support) and notable emotional difficulties, with high rate of alexithymia and sensation seeking. As regard the neuropsychological functioning, attention and memory resulted to be the most impaired functions. Results also highlight that the cognitive functioning significantly correlates with psychological distress, maladaptive coping and emotional problems. Young drug-addicts present a complex and severe clinical condition, in which the role of neuropsychological deficits seems to be crucial. Appropriate treatments focusing on neuropsychological rehabilitations are needed besides the traditional psycho-dynamically oriented interventions provided in Italy to drug-addicts.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.635
Threshold uncertainty score0.539

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.051
GPT teacher head0.270
Teacher spread0.218 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it