Analysis of a single population first recognized as disabled due to hand and wrist injuries
Notice bibliographique
Résumé
Objective. To study the main characteristics of a single population first recognized as disabled due to hand and wrist injuries. Materials and methods . An unselected sampling of the patient population was formed, which included 747 people aged over 18 years old who underwent initial examination in the medical and rehabilitation expert commission of the Republic of Belarus for the period of 2014-2023, and were recognized as disabled due to physical dysfunction caused by the consequences of hand and wrist injuries. Materials of the database of the Republican Information and Analytical System on Medical Assessment and Rehabilitation of Disabled Persons of the Republic of Belarus were used. Results . The average annual rate of primary disability due to hand and wrist injuries average for the period of 2014- 2023 in the Republic of Belarus was 0.10 (95% DI: 0.09-0.11) per 10,000 population, the proportion of men in the structure of primary disability was 83.5 %, the average age of persons first recognized as disabled was 46.4±12.1 years old. Among the persons first recognized as disabled, 82.7% were employed in working professions, urban residents prevailed over rural residents by 1.9 times. Crushing and traumatic amputation at the level of the wrist and hand, leading to disability, prevailed in 18-49 year olds and urban residents, accounting for 38.9%. Among rural residents, nerve injuries at the level of the wrist and hand were the predominant disabling injuries in 37.0% of cases. In 29.2% of cases of primary disability due to injuries of the hand and wrist, the cause of disability was determined as “labour injury”, of which in 34.5% of cases, the degree of loss of professional working capacity was determined as 60% due to loss of fitness for a skilled occupation. Conclusion. The main characteristics of the contingent, first recognized as disabled due to hand and wrist injuries, are of working age, male gender, employment in working specialties, a significant proportion of persons who received industrial trauma, the prevalence of severe injuries in the form of traumatic amputations of the hand and wrist, a high percentage of loss of professional ability to work, which, taking into account the crucial role of the hand in human production activity, indicates the central direction of rehabilitation of this population — elimination of restrictions to work through professional rehabilitation measures, creation of an inclusive environment for obtaining the opportunity to carry out work activities, as well as improving preventive measures of this type of injury.
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,002 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,000 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».