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18:11, 1 April 2026 DeanGiustini talk contribs created page Claude.ai (Created page with "== Introduction == '''[https://claude.ai/new Claude.ai]''' is a conversational artificial intelligence (AI) system developed by Anthropic, designed to assist users with tasks such as writing, summarization, coding, and information analysis. Positioned alongside other large language model (LLM) interfaces, Claude.ai emphasizes safety, transparency, and alignment with human values. For librarians, Claude.ai represents an emerging class of tools that can support reference s...")
21:43, 19 March 2026 DeanGiustini talk contribs created page File:Screen Shot 2026-03-19 at 2.42.32 PM.png (Uploaded own work with UploadWizard)
21:43, 19 March 2026 DeanGiustini talk contribs uploaded File:Screen Shot 2026-03-19 at 2.42.32 PM.png (Uploaded own work with UploadWizard) Tag: Upload Wizard
13:46, 19 March 2026 DeanGiustini talk contribs created page Using AI tools to perform data extraction in knowledge synthesis (KS) (Created page with "==Introduction== Using AI tools to perform data extraction in knowledge synthesis (KS) refers to the application of computational methods—including machine learning, natural language processing (NLP) and large language models (LLMs) to the automated or semi-automated identification, retrieval, and structuring of information from scientific literature in systematic reviews and meta-analyses. [[Systematic reviews] are regarded as the...")
16:58, 17 March 2026 DeanGiustini talk contribs created page Cochrane Collaboration and AI Updates (Created page with "{| id="mp-topbanner" style="width:98%; background:#cedde8; margin-top:-1em; border:1px solid #ccc;" | style="width:58%; color:#000;" | ==Compiled by== *Dean Giustini, UBC Biomed librarian, [https://directory.library.ubc.ca/people/view/120 dean.giustini@ubc.ca] ==Updated== * 17 March 2026 | Part of '''Knowledge Synthesis (KS) & AI Search Wiki 2026''' & '''[https://wiki.ubc.ca/User:DeanGiustini A to Z Listing]''' == See also == * '''Artificial intelligence (AI)'...")
13:58, 15 March 2026 DeanGiustini talk contribs created page Automated book indexing using AI (Created page with "==Introduction== '''AI-assisted book indexing''' refers to the use of artificial intelligence and large language models (LLMs) to support the creation of indexes for books, particularly scholarly and non-fiction works. Traditionally, back-of-book indexing has been performed by professional human indexers or authors themselves. With the emergence of advanced natural language processing tools, AI systems are increasingly used to generate preliminary indexes or...")
03:24, 13 March 2026 DeanGiustini talk contribs created page Pub2Post (Created page with "==Introduction== '''[https://www.pub2post.com/ Pub2Post]''' is a generative AI tool designed to transform academic and scientific research into accessible, shareable media content. The platform converts dense journal articles, research papers, and clinical trial reports into concise summaries, social media posts, blogs, and other communication formats suitable for broader audiences. By simplifying technical language and structuring information clearly, Pub2Post helps res...")
14:39, 9 March 2026 DeanGiustini talk contribs created page Citationchaser (Created page with "==Introduction== Citationchaser (CC) (or ''citationchaser'') is an open-source tool designed to automate citation chasing (also called pearl growing, reference searching, or citation mining) in academic research, particularly for systematic reviews, evidence synthesis, and comprehensive literature searching. CC helps researchers efficiently find more relevant studies by:Backward citation chasing — retrieving the references (articles cited by) in a starting set of paper...")
16:09, 5 March 2026 DeanGiustini talk contribs created page File:Screen Shot 2026-03-05 at 8.07.30 AM.png (Uploaded own work with UploadWizard)
16:09, 5 March 2026 DeanGiustini talk contribs uploaded File:Screen Shot 2026-03-05 at 8.07.30 AM.png (Uploaded own work with UploadWizard) Tag: Upload Wizard
21:53, 4 March 2026 DeanGiustini talk contribs created page Integrative reviews (Created page with "==Methods== * Currently, there are no established methodological or reporting guidelines for integrative reviews comparable to those available for scoping reviews, umbrella reviews, overviews, or systematic reviews. Major organizations such as Cochrane, JBI, and the EQUATOR Network do not appear to provide dedicated guidance for this review type. This absence may reflect ongoing uncertainty about the methodological distinctiveness and acceptability of integrative reviews...")
21:46, 4 March 2026 DeanGiustini talk contribs uploaded a new version of File:Guide to bmb library august2023.pdf
21:34, 4 March 2026 DeanGiustini talk contribs created page File:GuideToBiomedicalBranchLibrary 4March2026-1.pdf (Uploaded own work with UploadWizard)
21:34, 4 March 2026 DeanGiustini talk contribs uploaded File:GuideToBiomedicalBranchLibrary 4March2026-1.pdf (Uploaded own work with UploadWizard) Tag: Upload Wizard
20:40, 1 March 2026 DeanGiustini talk contribs created page File:Screen Shot 2026-03-01 at 12.39.52 PM.png (Uploaded own work with UploadWizard)
20:40, 1 March 2026 DeanGiustini talk contribs uploaded File:Screen Shot 2026-03-01 at 12.39.52 PM.png (Uploaded own work with UploadWizard) Tag: Upload Wizard
15:35, 24 February 2026 DeanGiustini talk contribs created page EvidenceHunt (Created page with "'''[https://evidencehunt.com/ EvidenceHunt]''' is an AI-assisted medical research platform that helps users find and analyze clinical evidence from medical literature (e.g., PubMed articles and clinical guidelines). It’s designed to let people ask scientific or clinical questions and receive summarized answers with citations to published research.")
01:59, 24 February 2026 DeanGiustini talk contribs created page Evidence Hunt (Created page with "TBA https://evidencehunt.com/chat")
18:18, 20 February 2026 DeanGiustini talk contribs created page File:Grey lit.jpg (Uploaded own work with UploadWizard)
18:18, 20 February 2026 DeanGiustini talk contribs uploaded File:Grey lit.jpg (Uploaded own work with UploadWizard) Tag: Upload Wizard
02:55, 19 February 2026 DeanGiustini talk contribs created page What's happening with artificial intelligence (AI) in Knowledge Synthesis (KS) in 2026? (Created page with "{| id="mp-topbanner" style="width:98%; background:#dbe6e6; margin-top:-1em; border:1px solid #ccc;" | style="width:58%; color:#000;" | ==Author== *Dean Giustini, UBC Biomed librarian, [https://directory.library.ubc.ca/people/view/120 dean.giustini@ubc.ca] == Updated == * 2 September 2025 | Part of '''Knowledge Synthesis (KS) & Artificial Intelligence (AI) Search Wiki 2025''' * '''Artificial intelligence (AI)''' | '''Knowledge synthesis (KS)''' | '''System...")
21:31, 9 February 2026 DeanGiustini talk contribs created page Module IV Editing 101 (Created page with "==Page 1== Proofreading is the final stage of editing, after all revisions, editing, and layout are complete. A proofreader is the last editor to review a document before publication or going live online. Proofreaders examine proofs or draft web pages to catch remaining errors that earlier reviewers may have missed. Their focus is on accuracy and consistency, not rewriting. At this stage, the content is largely fixed, so changes should be minimal and justified. ==Key re...")
17:45, 7 February 2026 DeanGiustini talk contribs created page Artificial intelligence (AI) in grey literature searching (Created page with "==Introduction== '''AI-assisted grey literature searching''' refers to the use of artificial intelligence (AI)–based search and analysis tools to support the identification, retrieval, screening, and synthesis of grey literature for research, policy analysis, and evidence synthesis. Grey literature includes materials produced outside traditional academic publishing channels, such as government reports, policy briefs, technical reports, preprints, conference materials,...")
01:21, 7 February 2026 DeanGiustini talk contribs created page File:Screen Shot 2026-02-06 at 5.17.20 PM.png (Uploaded own work with UploadWizard)
01:21, 7 February 2026 DeanGiustini talk contribs uploaded File:Screen Shot 2026-02-06 at 5.17.20 PM.png (Uploaded own work with UploadWizard) Tag: Upload Wizard
00:27, 7 February 2026 DeanGiustini talk contribs created page Moltbook (Created page with "= Why Should I Care About Moltbook and OpenClaw? = '''Moltbook''' is a social network designed *only* for AI agents to interact with each other. It was launched in January 2026 by entrepreneur Matt Schlicht and styled after platforms like Reddit — except that posting, commenting, and voting are restricted to autonomous AI agents, while humans can only read the content. :contentReference[oaicite:0]{index=0} == Overview == * '''Type:''' AI-only social network * '''U...")
15:23, 6 February 2026 DeanGiustini talk contribs created page AI-powered searching for novices (Created page with "= Beginner Learning Path for AI-Powered Search in Knowledge Synthesis = This page provides a structured, novice-friendly learning path for using '''AI-powered search tools''' in '''knowledge synthesis (KS)'''. It is intended for students, clinicians, researchers, and librarians new to AI-assisted searching and evidence discovery. AI-powered search tools can significantly accelerate early-stage research tasks, but they must be used critically and in conjunction with esta...")
15:40, 4 February 2026 DeanGiustini talk contribs created page Book history (Created page with "Book History is devoted to every aspect of the history of the book, broadly defined as the history of the creation, dissemination, and reception of script and print. It publishes research on the social, economic, and cultural history of author-ship, editing, printing, the book arts, publishing, the book trade, periodicals, newspapers, ephemera, copyright, censorship, literary agents, libraries, literary criticism, canon formation, literacy, literary education, reading ha...")
18:43, 23 January 2026 DeanGiustini talk contribs created page File:Pm bestmatch.png (Uploaded own work with UploadWizard)
18:43, 23 January 2026 DeanGiustini talk contribs uploaded File:Pm bestmatch.png (Uploaded own work with UploadWizard) Tag: Upload Wizard
15:55, 23 January 2026 DeanGiustini talk contribs created page BM25 (Best Match 25) (Created page with "'''''BM25 (Best Match 25)''''' is a probabilistic ranking function widely used in information retrieval systems and search engines to estimate the relevance of documents to a user’s query. It assigns a relevance score to each document by analyzing how often query terms appear in the document (term frequency), how long the document is relative to others in the collection (document length normalization), and how rare or common each term is across the entire corpus (inver...")
19:15, 20 January 2026 DeanGiustini talk contribs created page Module II Editing 101 (Created page with "TBA")
17:28, 20 January 2026 DeanGiustini talk contribs created page Module I Editing 101 (Created page with "{| class="wikitable" style="text-align:center; vertical-align:top; width:100%; border:2px solid #555;" |- ! colspan="3" style="background-color:#AEC6CF;" | '''Themes of Professional Editing''' |- | colspan="3" style="background-color:#E0FFFF;" | '''↓''' |- ! style="background-color:#FFDAB9; text-align:left;" | Role(s) of the Editor ! style="background-color:#BFD8B8; text-align:left;" | Balancing Clarity & Fidelity ! style="background-color:#FFB7B2; text-align:left;" |...")
21:27, 18 January 2026 DeanGiustini talk contribs created page File:Vitruvian-300-333.jpg (Uploaded own work with UploadWizard)
21:27, 18 January 2026 DeanGiustini talk contribs uploaded File:Vitruvian-300-333.jpg (Uploaded own work with UploadWizard) Tag: Upload Wizard
15:30, 17 January 2026 DeanGiustini talk contribs created page Editing 101: An Introduction (Created page with "==What is an Editor?== * Editors work to improve text so that ideas are communicated clearly, accurately, and effectively, and so that the final publication meets its purpose and serves its intended audience. * Editors play an essential role in the publishing process, whether they are working on a 500-page book, a website, or a two-page brochure. When writing lacks clarity or coherence, readers may become confused and the central message may be lost, undermining the goal...")
17:24, 13 January 2026 DeanGiustini talk contribs created page Vector-based searching and embeddings (Created page with "'''Vector-based searching and embeddings''' refer to techniques used to retrieve documents, articles, web pages or other textual content based on their similarities to queries. Vector-based searching enables users to find relevant information even when the exact words or terms used within a given query are not present in the retrieved documents. The first step in vector searching is translating text to vectors (or numbers) and processing them through a large language mod...")
17:20, 10 January 2026 DeanGiustini talk contribs created page File:Screen Shot 2026-01-10 at 9.18.55 AM.png (Uploaded own work with UploadWizard)
17:20, 10 January 2026 DeanGiustini talk contribs uploaded File:Screen Shot 2026-01-10 at 9.18.55 AM.png (Uploaded own work with UploadWizard) Tag: Upload Wizard
17:01, 30 December 2025 DeanGiustini talk contribs created page Knowledge Synthesis (KS) & AI Search Wiki 2026 (Created page with "{| id="mp-topbanner" style="width:98%; background:#EAD8D6; margin-top:-1em; border:1px solid #ccc;" | style="width:58%; color:#000;" | ==Updated== * '''1 January 2026 |''' '''Homepage''' of '''Knowledge synthesis (KS)''' & '''Artificial intelligence (AI)''' '''Search Wiki 2025''' (with '''400,000+ views''') *''See'' this '''[https://wiki.ubc.ca/User:DeanGiustini A to Z Listing]''' of all '''fifty-five (55) entries'''...or speak to [https://directory.library.ubc...")
15:46, 12 December 2025 DeanGiustini talk contribs created page File:Screen Shot 2025-12-12 at 7.45.38 AM.png (Uploaded own work with UploadWizard)
15:46, 12 December 2025 DeanGiustini talk contribs uploaded File:Screen Shot 2025-12-12 at 7.45.38 AM.png (Uploaded own work with UploadWizard) Tag: Upload Wizard
21:03, 10 December 2025 DeanGiustini talk contribs created page Sensitivity or Specificity (SoS) Searching - Dean Giustini, Inc. (Created page with "{{Infobox project | name = Sensitivity or Specificity (SOS) Searching | image = | caption = A methodological framework for explicit retrieval trade-offs | founder = Dean Giustini Inc. | established = 2025 | website = }} = Sensitivity or Specificity (SOS) Searching (SOS) = ''A framework by Dean Giustini Inc.'' '''Sensitivity or Specificity (SOS) searching''' is a methodological approach to database searching that explicitly distinguishes between retrieval strategies t...")
22:36, 9 December 2025 DeanGiustini talk contribs created page Bidirectional Encoder Representations from Transformers (BERT) (Created page with "Bidirectional Encoder Representations from Transformers (BERT) is a natural language processing (NLP) model developed by Google in 2018; BERT uses a deep learning architecture to understand the context of words in text, which allows it to achieve high accuracy on tasks such as text classification, sentiment analysis, and question answering. BERT has been widely adopted and is a fundamental baseline in many NLP applications, including Google Search, and has led to the dev...")
22:00, 9 December 2025 DeanGiustini talk contribs created page Harms associated with AI (Created page with "==Introduction== This entry tracks the burgeoning evidence of harms due to rapid and unethical adoption of artificial intelligence (AI) in healthcare. As AI is integrated further into research and clinical care, there is enormous serious potential for increased harms. Real-world incidents already illustrate risks ranging from misdiagnoses and misleading recommendations to exacerbated inequities, privacy breaches, and erosion of clinician expertise. AI-based medical tools...")
19:23, 9 December 2025 DeanGiustini talk contribs created page File:CHART.jpg (Uploaded own work with UploadWizard)
19:23, 9 December 2025 DeanGiustini talk contribs uploaded File:CHART.jpg (Uploaded own work with UploadWizard) Tag: Upload Wizard
19:04, 9 December 2025 DeanGiustini talk contribs created page Chatbot Assessment Reporting Tool (CHART) (Created page with "Chatbot Assessment Reporting Tool (CHART) is — why it exists, what it covers, and why it matters. ==Introduction== The Chatbot Assessment Reporting Tool (CHART) is a reporting guideline devised in 2025. It is a structured “checklist + methodological-diagram” designed for studies that evaluate generative-AI chatbots when they are used to summarize clinical evidence or provide health advice. Where research papers test how well chatbots provide medical guidance or...")
22:53, 26 November 2025 DeanGiustini talk contribs created page Impact of (genAI) generativeAI on mental health (Created page with "==Instructions for Kim== Here are your instructions for this project, which you can commence in 2026: ** Read the entry on Impact of AI on teaching and learning, and note the standard sections that I include; ** Consider doing your research into this topic, and adding the links similar to what I have done below ** Take a run at writing a draft introduction and show it to me. ==Introduction== ==Negative Impacts of AI on mental health== ==Positive Impacts of AI on...")
05:14, 15 November 2025 DeanGiustini talk contribs created page Moara.io (Created page with "'''[Moara.io https://www.moara.io/]''' is an innovative AI-powered platform revolutionizing literature reviews for researchers, students, librarians, and R&D teams. It streamlines workflows for narrative and systematic reviews by importing papers from PDFs, Zotero, or over 200 million sources across databases like Semantic Scholar and PubMed. Key features include automated metadata extraction, rapid triaging with AI-assisted tagging and notes, evidence extraction from fu...")