{"id":806,"date":"2025-10-24T21:37:41","date_gmt":"2025-10-24T21:37:41","guid":{"rendered":"https:\/\/vanegas-magdiel.estudiosaxial.com\/?page_id=806"},"modified":"2025-11-07T06:20:04","modified_gmt":"2025-11-07T06:20:04","slug":"ia-solutions","status":"publish","type":"page","link":"https:\/\/vanegas-magdiel.estudiosaxial.com\/es\/ia-solutions\/","title":{"rendered":"Soluciones IA"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"806\" class=\"elementor elementor-806\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68355a8 e-con-full e-flex e-con e-parent\" data-id=\"68355a8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ccc4584 elementor-widget elementor-widget-text-editor\" data-id=\"ccc4584\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>AI Solutions for Research<\/strong><\/p><p>Specialised assistants to focus and accelerate your reviews, analyses and reports with methodological rigour.<\/p><p><strong>What does AI Solutions include?<\/strong><\/p><p>AI Solutions integrates <strong>specialised prototype GPTs<\/strong> for the full cycle of academic research: from <strong>approach and mapping<\/strong> to <strong>systematic review<\/strong>, <strong>synthesis and final reporting<\/strong>. These agents align with <strong>open science best practices<\/strong>, version control and traceability (PRISMA-S), incorporate <strong>quality and bias checklists<\/strong> (JBI, CASP, MMAT, ROBINS-I, AMSTAR-2) and facilitate <strong>visualisation<\/strong> (slopegraphs, harvest plots, collaborative networks).<\/p><p>Some important benefits are:<\/p><ul><li>Verifiable methodological rigour.<\/li><li>Time savings in screening, extraction and standardisation.<\/li><li>Transparency: search logs and deduplication.<\/li><li>Exportable, ready for publication and substantiation.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ba4137 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"0ba4137\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b7cf033 e-flex e-con-boxed e-con e-child\" data-id=\"b7cf033\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3dba6d1 e-con-full e-flex e-con e-child\" data-id=\"3dba6d1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d33d39b elementor-widget elementor-widget-text-editor\" data-id=\"d33d39b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><strong><span style=\"color: #00ccff;\">GPT 01<\/span><\/strong><\/p><p style=\"text-align: center;\"><strong>PRISMA 2020\/ScR\/SR<\/strong><\/p><p style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size-thumbnail wp-image-974\" src=\"https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/02-150x150.jpg\" alt=\"\" width=\"150\" height=\"150\" srcset=\"https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/02-150x150.jpg 150w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/02-300x300.jpg 300w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/02-768x768.jpg 768w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/02-12x12.jpg 12w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/02.jpg 1024w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7b99cbc e-con-full e-flex e-con e-child\" data-id=\"7b99cbc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10fd425 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"10fd425\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>PRISMA Protocol 2020\/ScR\/SR<\/strong><\/div><p><span style=\"text-decoration: underline;\">Magdiel Torres Vanegas<\/span><\/p><p><em>Oct 2025<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a86f2ac ha-toggle--icon-left elementor-widget elementor-widget-ha-toggle happy-addon ha-toggle happy-addon-pro\" data-id=\"a86f2ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ha-toggle__wrapper\" role=\"tablist\">\n\t\t\t\t\t\t\t<div class=\"ha-toggle__item\">\n\t\t\t\t\t<div id=\"ha-toggle__item-title-1761\" class=\"ha-toggle__item-title\" data-tab=\"1\" role=\"tab\" aria-controls=\"ha-toggle__item-content-1761\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__item-icon ha-toggle__icon\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__icon--closed\"><i class=\"fas fa-plus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__icon--opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-toggle__item-title-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__item-title-text\">Description<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"ha-toggle__item-content-1761\" class=\"ha-toggle__item-content\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"ha-toggle__item-title-1761\">\n\t\t\t\t\t\t<p><strong>PRISMA GPT<\/strong> automates <strong>the systematic review cycle:<\/strong> reproducible search strategy <strong>(PRISMA-S)<\/strong>, two-stage <strong>screening<\/strong> with <strong>inter-rater agreement<\/strong> <strong>(Cohen&#8217;s Kappa), deduplication<\/strong>, standardised extraction, <strong>quality matrices<\/strong> (JBI, CASP, MMAT, ROBINS-I, AMSTAR-2) and <strong>synthesis<\/strong> (tables and graphs). It generates the <strong>PRISMA 2020 diagram<\/strong> and an initial <strong>harvest plot<\/strong> to highlight the strength and directionality of findings.<\/p><p><strong>Key features:<\/strong><\/p><ul><li><strong>Search logs and reproducibility<\/strong>: terms, filters, databases, dates (PRISMA-S).<\/li><li><strong>Screening and eligibility: <\/strong>title\/abstract and full text with transparent rules.<\/li><li>Documented deduplication and traceability of decisions.<\/li><li><strong>Quality and bias:<\/strong> templates by study type (JBI\/CASP\/MMAT\/ROBINS-I\/AMSTAR-2).<\/li><li><strong>Final products:<\/strong> PRISMA 2020 diagram, summary tables, <strong>harvest plot<\/strong>.<\/li><\/ul><p><strong>Use cases:<\/strong><\/p><ul><li>Systematic reviews and scoping reviews.<\/li><li>Evidence mapping reports for public policy.<\/li><li>Rapid reviews with change logs.<\/li><\/ul><p><strong>Expected delivery:<\/strong><\/p><ul><li><strong>PRISMA 2020<\/strong> (image and editable source).<\/li><li><strong>PRISMA-S<\/strong> (search record).<\/li><li>Extraction and quality matrices (xlsx).<\/li><li>Summary report with APA 7 (docx).<\/li><li><strong>Harvest plot<\/strong> and comparative graphs (png\/svg).<\/li><\/ul><p>This assistant automates <strong>searching (PRISMA-S), screening, deduplication, and synthesis<\/strong> with quality matrices. <span style=\"color: #ffcc00;\"><strong>It does not invent studies<\/strong><\/span>: it provides templates and guidelines; you <strong>validate and cite<\/strong>. Keep logs (queries\/dates\/databases), document inclusion\/exclusion, calculate <strong>Kappa<\/strong> for inter-rater agreement, and declare the <strong>use of AI<\/strong> in your report. Avoid uploading copyrighted text without permission\/licence.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36a3deb elementor-align-center elementor-widget__width-initial e-transform elementor-widget elementor-widget-button\" data-id=\"36a3deb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0.8,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/chatgpt.com\/g\/g-68c8f3db6a008191b99dad7f2699f0e6-prisma-2020-scr-sr\" target=\"_blank\" id=\"REMAP\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">URL<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13a8526 e-con-full e-flex e-con e-child\" data-id=\"13a8526\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9936ff7 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"9936ff7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><span style=\"color: #999999;\"><strong>GPT 5.0 <\/strong><\/span><span style=\"color: #999999;\"><strong>Thinking<\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8479793 elementor-widget elementor-widget-text-editor\" data-id=\"8479793\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #ffcc00;\"><strong>Reference in APA 7a<\/strong><\/span><\/p><blockquote data-start=\"159\" data-end=\"370\"><p data-start=\"161\" data-end=\"370\"><strong data-start=\"161\" data-end=\"190\">Estudios Axial Per\u00fa EIRL.<\/strong> (2025). <em data-start=\"199\" data-end=\"234\">PRISMA 2020 (ScR\/SR) \u2014 GPT PRISMA<\/em> (v. 1.0, octubre 2025) [Modelo de lenguaje personalizado]. <a class=\"decorated-link\" href=\"https:\/\/chatgpt.com\/g\/g-68c8f3db6a008191b99dad7f2699f0e6-prisma-2020-scr-sr\" target=\"_new\" rel=\"noopener\" data-start=\"295\" data-end=\"370\">https:\/\/chatgpt.com\/g\/g-68c8f3db6a008191b99dad7f2699f0e6-prisma-2020-scr-sr<\/a><\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b45784b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b45784b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7ce5ea0 e-flex e-con-boxed e-con e-child\" data-id=\"7ce5ea0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8a91c9a e-con-full e-flex e-con e-child\" data-id=\"8a91c9a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57900b4 elementor-widget elementor-widget-text-editor\" data-id=\"57900b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><strong><span style=\"color: #00ccff;\">GPT 02<\/span><\/strong><\/p><p style=\"text-align: center;\"><strong>MMI (CUAN+CUAL)<\/strong><\/p><p style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size-thumbnail wp-image-973\" src=\"https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/01-150x150.jpg\" alt=\"\" width=\"150\" height=\"150\" srcset=\"https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/01-150x150.jpg 150w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/01-300x300.jpg 300w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/01-768x768.jpg 768w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/01-12x12.jpg 12w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/10\/01.jpg 1024w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-be1718c e-con-full e-flex e-con e-child\" data-id=\"be1718c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-495ef94 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"495ef94\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>Mixed Methods Agent \u2014 MMI (CUAN+CUAL)<\/strong><\/div><p><span style=\"text-decoration: underline;\">Magdiel Torres Vanegas<\/span><\/p><p><em>Oct 2025<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1365a3c ha-toggle--icon-left elementor-widget elementor-widget-ha-toggle happy-addon ha-toggle happy-addon-pro\" data-id=\"1365a3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ha-toggle__wrapper\" role=\"tablist\">\n\t\t\t\t\t\t\t<div class=\"ha-toggle__item\">\n\t\t\t\t\t<div id=\"ha-toggle__item-title-2031\" class=\"ha-toggle__item-title\" data-tab=\"1\" role=\"tab\" aria-controls=\"ha-toggle__item-content-2031\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__item-icon ha-toggle__icon\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__icon--closed\"><i class=\"fas fa-plus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__icon--opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-toggle__item-title-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__item-title-text\">Description<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"ha-toggle__item-content-2031\" class=\"ha-toggle__item-content\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"ha-toggle__item-title-2031\">\n\t\t\t\t\t\t<p>The <strong>Research GPT<\/strong> guides you <strong>step by step<\/strong> through <strong>the design of the study<\/strong> (mixed, quantitative or qualitative), the <strong>construction of the theoretical framework,<\/strong> the <strong>formulation of RQs,<\/strong> hypotheses and indicators, and produces <strong>editable artefacts: PICO\/SPIDER\/PEO<\/strong> matrices, <strong>RACI<\/strong> diagrams for project governance, and <strong>tables<\/strong> <strong>of operationalised<\/strong> variables. It integrates tips for <strong>OSF\/Git,<\/strong> version control, and <strong>FAIR data.<\/strong><\/p><p><strong>Key features:<\/strong><\/p><ul><li><strong>Assisted methodological design:<\/strong> guide for PICO\/SPIDER\/PEO, optional PRISMA-S if a review is planned.<\/li><li><strong>Matrices and templates:<\/strong> extraction, quality, joint displays for mixed studies.<\/li><li><strong>Writing support:<\/strong> IMRyD sections, APA 7 (citations and references).<\/li><li><strong>Visualisation:<\/strong> comparative graphs (slopegraphs), networks (collaboration\/topics).<\/li><li><strong>Suggested integrations:<\/strong> C Map, VoS Viewer, OSF, Zotero, Colandr, IRAMUTEQ, Gephi, among others.<\/li><\/ul><p><strong>Use cases:<\/strong><\/p><ul><li>Thesis protocols and original papers.<\/li><li>Preliminary scoping\/rapid evidence assessments.<\/li><li>Instrument design and analysis plan.<\/li><li>Executive reports for public decision-making.<\/li><\/ul><p><strong>Expected deliverables:<\/strong><\/p><ul><li>Base document (docx) with IMRyD + APA 7 structure.<\/li><li>PICO\/SPIDER\/PEO matrices and variable plan (xlsx).<\/li><li>Flow guide and quality checklist (pdf).<\/li><li>OSF\/Git model folder (proposed tree).<\/li><\/ul><p>This tool is for <span style=\"color: #ffcc00;\"><strong>educational purposes<\/strong><\/span>. Use it to structure research questions, PICO\/SPIDER\/PEO matrices, variables, and drafts in APA 7. <strong>You must verify<\/strong> all content, <strong>cite<\/strong> appropriately, and <strong>not<\/strong> reproduce extensive passages that are copyrighted. If you include personal or confidential data, <strong>anonymise it<\/strong> and ensure you have <strong>CEI\/IRB <\/strong>and<strong> DMP<\/strong> approval when applicable. Record your sources and methodological decisions.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5759c01 elementor-align-center elementor-widget__width-initial e-transform elementor-widget elementor-widget-button\" data-id=\"5759c01\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0.8,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/chatgpt.com\/g\/g-68a7760c04d481919d1162bfeb23b448-agente-metodos-mixtos-mmi-cuan-cual\" target=\"_blank\" id=\"REMAP\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">URL<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bdddc1f e-con-full e-flex e-con e-child\" data-id=\"bdddc1f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee845a0 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"ee845a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><span style=\"color: #999999;\"><strong>GPT 5.0 <\/strong><\/span><span style=\"color: #999999;\"><strong>Thinking<\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bdef701 elementor-widget elementor-widget-text-editor\" data-id=\"bdef701\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #ffcc00;\"><strong>Reference in APA 7a<\/strong><\/span><\/p><blockquote data-start=\"159\" data-end=\"370\"><p><strong data-start=\"374\" data-end=\"403\">Estudios Axial Per\u00fa EIRL.<\/strong> (2025). <em data-start=\"412\" data-end=\"475\">Agente M\u00e9todos Mixtos (MMI: CUAN\/CUAL) \u2014 GPT de Investigaci\u00f3n<\/em> (v. 1.0, octubre 2025) [Modelo de lenguaje personalizado]. <a class=\"decorated-link\" href=\"https:\/\/chatgpt.com\/g\/g-68a7760c04d481919d1162bfeb23b448-agente-metodos-mixtos-mmi-cuan-cual\" target=\"_new\" rel=\"noopener\" data-start=\"536\" data-end=\"628\">https:\/\/chatgpt.com\/g\/g-68a7760c04d481919d1162bfeb23b448-agente-metodos-mixtos-mmi-cuan-cual<\/a><\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea2886a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ea2886a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0d97f9d e-flex e-con-boxed e-con e-child\" data-id=\"0d97f9d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d9eebe6 e-con-full e-flex e-con e-child\" data-id=\"d9eebe6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f743024 elementor-widget elementor-widget-text-editor\" data-id=\"f743024\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><strong><span style=\"color: #00ccff;\">GPT 03<\/span><\/strong><\/p><p style=\"text-align: center;\"><strong>Mapper <\/strong><strong> (CUAN+CUAL)<\/strong><\/p><p style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size-thumbnail wp-image-1016\" src=\"https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/11\/09-150x150.png\" alt=\"\" width=\"150\" height=\"150\" srcset=\"https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/11\/09-150x150.png 150w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/11\/09-300x300.png 300w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/11\/09-768x768.png 768w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/11\/09-12x12.png 12w, https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-content\/uploads\/2025\/11\/09.png 1024w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-09c3564 e-con-full e-flex e-con e-child\" data-id=\"09c3564\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e3901c elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"1e3901c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>Axial Research Mapper (CUAN+CUAL)<\/strong><\/div><p><span style=\"text-decoration: underline;\">Magdiel Torres Vanegas<\/span><\/p><p><em>Nov 2025<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50fb768 ha-toggle--icon-left elementor-widget elementor-widget-ha-toggle happy-addon ha-toggle happy-addon-pro\" data-id=\"50fb768\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ha-toggle__wrapper\" role=\"tablist\">\n\t\t\t\t\t\t\t<div class=\"ha-toggle__item\">\n\t\t\t\t\t<div id=\"ha-toggle__item-title-8491\" class=\"ha-toggle__item-title\" data-tab=\"1\" role=\"tab\" aria-controls=\"ha-toggle__item-content-8491\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__item-icon ha-toggle__icon\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__icon--closed\"><i class=\"fas fa-plus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__icon--opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-toggle__item-title-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-toggle__item-title-text\">Description<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"ha-toggle__item-content-8491\" class=\"ha-toggle__item-content\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"ha-toggle__item-title-8491\">\n\t\t\t\t\t\t<p><strong>Axial Research Mapper (CUAN\/CUAL)<\/strong> guides you <strong>step by step<\/strong> to transform <strong>themes and operationalisation\/categorisation matrices<\/strong> into <strong>accurate, exportable mind maps<\/strong>. It rigorously distinguishes between <strong>quantitative (variables\u2013indicators\u2013scales)<\/strong> and <strong>qualitative (categories\u2013subcategories\u2013codes)<\/strong> components, verifies consistency and depth, and delivers outputs ready for classes, reports, and dashboards. It integrates best practices for <strong>term standardisation, version control, and reproducibility<\/strong> (Mermaid\/Markdown, OPML\/FreeMind, CSV).<\/p><p><strong>Key features<\/strong><\/p><ul><li><strong>Guided methodological assistance:<\/strong> CUAN\/CUAL structure; suggests indicators\/codes when missing (marked with &#8220;?&#8221;) and validates typing and hierarchy.<\/li><li><strong>Matrix \u2192 Mind map:<\/strong> <strong>table<\/strong> (Markdown\/CSV), <strong>JSON<\/strong> or <strong>edges<\/strong> (Parent, Node) ingestion; tag normalisation and deduplication.<\/li><li><strong>Editable exports:<\/strong> <strong>OPML 2.0 (Edraw\/EdrawMind), FreeMind (.mm), Mermaid (mindmap)<\/strong> and <strong>CSV<\/strong> (nodes\/edges) for analysis in Excel\/BI.<\/li><li><strong>Quality and control:<\/strong> <strong>CUAN\/CUAL coverage report, duplicates, node length<\/strong> (1\u20135 words) and <strong>depth<\/strong>; \/<strong>simplify and \/expand versions<\/strong>.<\/li><li><strong>Suggested integrations:<\/strong> Edraw\/EdrawMind, FreeMind, Markdown\/Notion, VS Code (Mermaid), Excel\/Power BI for tabular control.<\/li><\/ul><p><strong>Use cases:<\/strong><\/p><ul><li>Design and visualisation of the methodological framework for theses or articles.<\/li><li>Standardisation of taxonomies (variables and categories, etc.).<\/li><li>Preparation of classes and posters with consistent mind maps.<\/li><li>Executive dashboards: CSV export for metrics and indicators.<\/li><\/ul><p><strong>Expected delivery<\/strong><\/p><ul><li><strong>Exportable mind map:<\/strong> <strong>OPML 2.0<\/strong> and <strong>FreeMind <\/strong>(<strong>.mm<\/strong>) files.<\/li><li><strong>Mermaid block<\/strong> (for wikis\/Markdown) and <strong>CSV<\/strong> (nodes\/edges) ready for quality control.<\/li><li><strong>Validation report:<\/strong> CUAN\/CUAL coverage, duplicates, depth, and suggestions for improvement.<\/li><li><strong>Templates<\/strong> for CUAN\/CUAL matrices (table\/CSV) and <strong>Parent,Node<\/strong> example.<\/li><\/ul><p><strong>Supported input formats:<\/strong><\/p><ul><li><strong>Matrix<\/strong> (Markdown\/CSV table) with columns: Level, Name, Type (CUAN\/CUAL), Definition, Indicators\/Dimensions, Instrument\/Scale, Source.<\/li><li><strong>Edges<\/strong> (CSV): Parent, Node for parent\u2192child structures.<\/li><li>Structured <strong>JSON<\/strong> or <strong>text <\/strong>(topic\/objective\/audience).<\/li><\/ul><p>This tool is for <span style=\"color: #ffcc00;\"><strong>educational purposes<\/strong><\/span>. Use it to structure research questions, PICO\/SPIDER\/PEO matrices, variables, and drafts in APA 7. <strong>You must verify<\/strong> all content, <strong>cite<\/strong> appropriately, and <strong>not<\/strong> reproduce extensive passages that are copyrighted. If you include personal or confidential data, <strong>anonymise it<\/strong> and ensure you have <strong>CEI\/IRB <\/strong>and<strong> DMP<\/strong> approval when applicable. Record your sources and methodological decisions.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f90b00 elementor-align-center elementor-widget__width-initial e-transform elementor-widget elementor-widget-button\" data-id=\"4f90b00\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0.8,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/chatgpt.com\/g\/g-690060bd62b08191a680433f6a22f01e-axial-research-mapper-cuan-cual\" target=\"_blank\" id=\"REMAP\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">URL<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bf10df4 e-con-full e-flex e-con e-child\" data-id=\"bf10df4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0881f1f elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"0881f1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><span style=\"color: #999999;\"><strong>GPT 5.0 <\/strong><\/span><span style=\"color: #999999;\"><strong>Thinking<\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cfef46 elementor-align-center elementor-widget elementor-widget-embedpress_pdf\" data-id=\"5cfef46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"embedpress_pdf.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t    <div class=\"embedpress-document-embed ep-doc-1a9f3d1255b6466b1d0f3cbb4e91371e ose-document emebedpress-unit-percent \" data-thememode=\"dark\" data-customcolor=\"\" data-toolbar=\"yes\" data-toolbar-position=\"top\" data-open=\"no\" data-presentation-mode=\"yes\" data-download=\"\" data-copy=\"yes\" data-add-image=\"yes\" data-rotate=\"yes\" data-details=\"yes\" data-id=\"embedpress-pdf-5cfef46\" data-selection-tool=\"0\" data-scrolling=\"0\" data-spreads=\"-1\" style=\" max-width:100%; display: inline-block\">\n\n        \n                <div >\n\n                    <div id=\"ep-elementor-content-5cfef46\" class=\"ep-elementor-content   ep-percentage-width   ep-content-protection-disabled\">\n                        <div id=\"5cfef46\" class=\"ep-embed-content-wraper\">\n                            <div><iframe title=\"Axial Research Mapper CUAN\u2013CUAL_02 Vr. 1.2\" class=\"embedpress-embed-document-pdf embedpress-pdf-5cfef46\" style=\"width: 600%!important;height: 400px;; max-width:100%; display: inline-block\" src=\"https:\/\/vanegas-magdiel.estudiosaxial.com\/wp-admin\/admin-ajax.php?action=get_flipbook_viewer&#038;file=https%3A%2F%2Fvanegas-magdiel.estudiosaxial.com%2Fwp-content%2Fuploads%2F2025%2F11%2FAxial-Research-Mapper-CUAN%E2%80%93CUAL_02-Vr.-1.2.pdf&#038;key=dGhlbWVNb2RlPWRhcmsmdG9vbGJhcj10cnVlJnBvc2l0aW9uPXRvcCZwcmVzZW50YXRpb249dHJ1ZSZsYXp5TG9hZD1mYWxzZSZkb3dubG9hZD0mY29weV90ZXh0PXllcyZhZGRfdGV4dD10cnVlJmRyYXc9eWVzJmFkZF9pbWFnZT10cnVlJnBkZl9yb3RhdGlvbj10cnVlJnBkZl9kZXRhaWxzPXRydWUmem9vbV9pbj10cnVlJnpvb21fb3V0PXRydWUmZml0X3ZpZXc9dHJ1ZSZib29rbWFyaz10cnVlJnNvdW5kPXRydWUmZmxpcGJvb2tfdG9vbGJhcl9wb3NpdGlvbj1ib3R0b20mc2VsZWN0aW9uX3Rvb2w9MCZzY3JvbGxpbmc9MCZzcHJlYWRzPS0xJmlzX3Byb19hY3RpdmU9MQ==\" class=\"embedpress-embed-document-pdf embedpress-pdf-5cfef46\" data-emid=\"embedpress-pdf-5cfef46\" data-embed-type=\"PDF\" frameborder=\"0\"><\/iframe><\/div>                        <\/div>\n\n                    <\/div>\n\n\n                   \n                <\/div>\n            \n    <\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a76e28e elementor-widget elementor-widget-text-editor\" data-id=\"a76e28e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #ffcc00;\"><strong>Reference in APA 7a<\/strong><\/span><\/p><blockquote data-start=\"159\" data-end=\"370\"><strong data-start=\"73\" data-end=\"102\">Estudios Axial Per\u00fa EIRL.<\/strong> (2025). <em data-start=\"122\" data-end=\"180\">Axial Research Mapper (CUAN\/CUAL) \u2014 GPT de Investigaci\u00f3n<\/em> (v. 1.2) [Modelo de lenguaje personalizado]. <a class=\"decorated-link\" href=\"https:\/\/chatgpt.com\/g\/g-690060bd62b08191a680433f6a22f01e-axial-research-mapper-cuan-cual\" target=\"_new\" rel=\"noopener\" data-start=\"226\" data-end=\"314\">https:\/\/chatgpt.com\/g\/g-690060bd62b08191a680433f6a22f01e-axial-research-mapper-cuan-cual<\/a><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea4b91c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ea4b91c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb7822d elementor-widget elementor-widget-text-editor\" data-id=\"bb7822d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #ffcc00;\"><strong>Ethics, Authorship and Responsible Use<\/strong><\/span><\/p><p><strong>Educational Purpose<\/strong><\/p><p>AI Solutions (GPT Research and GPT PRISMA) are <strong>academic assistants<\/strong> designed to <strong>support<\/strong>-not replace-the researcher&#8217;s judgement. The outputs are <strong>drafts<\/strong> that require human verification.<\/p><p><strong>Respect for authorship and rights<\/strong><\/p><ul><li>GPTs are <strong>not a substitute<\/strong> for reading works cited or interpreting them.<\/li><li>All content used or quoted must be <strong>properly attributed<\/strong> (APA 7 or other required style).<\/li><li>Avoid reproducing <strong>lengthy passages<\/strong> from copyrighted works; use <strong>short quotations<\/strong> with inverted commas and reference, or <strong>faithful paraphrase<\/strong> with <strong>appropriate citation<\/strong>.<\/li><li>If uploading documents, confirm that you <strong>have rights<\/strong> or a <strong>licence<\/strong> to make them available for educational\/academic purposes.<\/li><\/ul><p><strong>Transparency and traceability<\/strong><\/p><ul><li>Records <strong>sources, search strings, dates and databases<\/strong> (PRISMA-S).<\/li><li>Retains <strong>logs of screening\/deduplication<\/strong> and inclusion\/exclusion decisions.<\/li><li>Declares the <strong>use of AI<\/strong> in the methodology\/acknowledgements of the manuscript.<\/li><\/ul><p><strong>Academic integrity<\/strong><\/p><ul><li>Do not submit <strong>generated text<\/strong> as if it were fully authored by the researcher without review.<\/li><li>Make your <strong>original arguments<\/strong>; use AI to structure, summarise, compare and visualise, <strong>not to invent evidence.<\/strong><\/li><li>Check <strong>all references<\/strong> (DOI, authors, year, pages) before submitting a paper.<\/li><\/ul><p><strong>Privacy and confidentiality<\/strong><\/p><ul><li><strong>Do not upload<\/strong> sensitive personal data or records without <strong>anonymisation<\/strong> and, where applicable, <strong>ethics approval (IRB\/IRB)<\/strong> and <strong>data management plan (DMP).<\/strong><\/li><li>Use <strong>open<\/strong> or permissioned sets for teaching\/research; otherwise, use <strong>metadata\/abstracts<\/strong> instead of full text.<\/li><\/ul><p><strong>Biases and limitations<\/strong><\/p><ul><li>Outputs may reflect corpus\/consultation <strong>biases<\/strong>. Reviews diversity of sources, time periods and regions.<\/li><li>Consider <strong>quality of evidence<\/strong> (JBI\/CASP\/MMAT\/ROBINS-I\/AMSTAR-2) before synthesising.<\/li><\/ul><p><strong>Disclaimer of Liability<\/strong><\/p><p>AI Solutions does not provide legal advice. 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reports with methodological rigour. What does AI Solutions include? AI Solutions integrates specialised prototype GPTs for the full cycle of academic research: from approach and mapping to systematic review, synthesis and final reporting. 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