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Sustainable Development01:43

Sustainable Development

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As the human population continues to grow and use resources, we must be mindful of our planet’s natural limits. Sustainable development provides a pathway to maintain and improve human life now while also ensuring that future generations will have the resources that they need. The long-term success of sustainability efforts rests on understanding the interplay between human actions and ecological systems.
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Language Development01:22

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Children master language quickly and with relative ease, supported by both biological predisposition and reinforcement. B. F. Skinner (1957) proposed that language is learned through reinforcement, while Noam Chomsky (1965) argued that language acquisition mechanisms are biologically determined.
The critical period for language acquisition suggests that the ability to acquire language is at its peak early in life. As people age, this proficiency decreases. Language development begins very...
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The development of lymphatic tissues and vessels in embryonic life begins around the fifth week. These structures originate from the mesoderm layer, with lymph sacs emerging from developing veins.
The first lymph sacs to form are the paired jugular lymph sacs located at the junction of the internal jugular and subclavian veins. From these sacs, lymphatic capillary plexuses extend to the thorax, upper limbs, neck, and head, eventually forming lymphatic vessels. Each jugular lymph sac maintains a...
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Nurses are responsible for caring for patients during birth, death, illness, and healing. Professional values guide the decisions and actions that nurses make in their careers. If nurses know the decisions and actions to take, providing patients with exceptional care is possible.
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The initiation of cell-mediated immunity can be observed as early as the third month of fetal growth, with active antibody-mediated immunity following approximately one month later.
The initial cells that migrate from the fetal thymus settle within the skin and epithelial tissues lining the mouth, digestive tract, and in females, the uterus and vagina. These cells, including skin-based dendritic cells, serve as antigen-presenting cells, playing a key role in T cell activation.
Subsequent T...
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The development of the human heart, a crucial organ, commences from the mesoderm on the 18th or 19th day after fertilization. This process initiates in the cardiogenic area, a group of mesodermal cells at the embryo's head end, which evolves into elongated strands known as cardiogenic cords. These cords undergo a transformation to form hollow-centered endocardial tubes.
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Designing Automated, High-throughput, Continuous Cell Growth Experiments Using eVOLVER
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進化する社会技術システムとしてのAI強化継続的職業開発:マルチメソッド理論的枠組み開発研究

Vjekoslav Hlede1, Sofia Valanci2, G Robert D'Antuono3

  • 1Learning Division, American Society of Anesthesiologists, 1061 American Lane, Schaumburg, IL, 60173-4973, United States, 1 7734705592.

JMIR medical education
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まとめ

人工知能 (AI) は,複雑性理論とアクターネットワーク理論を統合することによって,医療継続的専門開発 (CPD) を変革しています. ALEERRT-CAのフレームワークは,AIの準備,責任ある実践の設計,そしてこの進化する社会技術的システムにおける将来の研究をガイドしています.

キーワード:
AIはAIでAIはAIでAIの説明可能性AIの準備ができていることAIの信頼性 AIの信頼性AIで強化されたCPDアクター・ネットワーク理論人工知能 (AI) とは,人工知能 (AI) に関するブラックボックスはブラックボックスです.複雑さ 複雑さ 複雑さ継続的なプロフェッショナル・デベロップメント学習理論を学ぶこと

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科学分野:

  • 社会技術的システム
  • 医療 専門職 教育 教育
  • 医療における人工知能

背景:

  • 現在の研究では,複雑な社会技術的システムとして,医療の継続的な専門的発達 (CPD) にAIの影響について統一されたモデルが欠けている.
  • 既存のフレームワークは,倫理や識字などの要因を隔離し,それらの相互作用やAIでエンパワーされた患者と社会の役割を無視しています.
  • CPDとより広範なヘルスケアエコシステムに対するAIのダイナミックな影響を理解するために,包括的なモデルが必要です.

研究 の 目的:

  • 理論主導の枠組みを提案し,AIの構造を複雑性理論 (CT) とアクターネットワーク理論 (ANT) と統合し,AIによるCPDシステムの変容を説明する.
  • CPDにおけるAIの実践,研究,政策への影響を洞察するモデルを開発する.
  • AI強化のCPDを分析するための堅実な理論的基礎を提供する.

主な方法:

  • マルチメソッド理論構築のアプローチが採用され,AI強化型CPDを現象として特定することから始まりました.
  • 構造化された文献レビューでは,AI強化のCPDの重要なコンポーネントとCTとANTの理論的基盤が特定されました.
  • 繰り返し行われるAIアシストされた誘拐分析により,このモデルが開発され,CPDでAIを使用している組織のケーススタディを使用して検証されました.

主要な成果:

  • 開発されたALEERRT-CAの枠組みは,6つの柱 (AI識字,説明性,倫理,準備性,信頼性,学習理論) と2つの理論的レンズ (CTとANT) を含む.
  • 複雑性理論 (CT) は,AI強化のCPDにおける出現と適応のようなマクロレベルのシステムダイナミクスを説明します.
  • Actor-Network Theory (ANT) は,人間と非人間のアクターがAI強化のCPDをどのように形作るのかを明らかにし,AIによる代理人の再分配と新興学習ダイナミクスを示しています.

結論:

  • この研究は,AI強化のCPDのための新しい社会技術モデルであるALEERRT-CAフレームワークを導入し,CTとANTを統合して説明力を向上させる.
  • このフレームワークは,教育者,指導者,政策立案者にとって,AIの準備を評価し,責任あるCPDを設計し,将来の研究を導くための実践的なツールセットとして機能します.
  • ALEERRT-CAは,医療教育と実践におけるAIの急速に進化する景観をナビゲートするための重要な理論的レンズを提供します.