{
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  "Title": "Occupational Risk Integrated Systematic Mapping and Analysis",
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  "Description": "A complete pipeline for systematic bibliometric mapping of\noccupational health and safety (OHS) evidence. Starting from\nreference files exported from major bibliographic databases\nsuch as Web of Science, Scopus, PubMed, Dimensions, EBSCO, and\nothers, 'orisma' automates ingestion, deduplication, relevance\nfiltering, occupational risk category extraction, bibliometric\nanalysis, and report generation. The package is related to\nbibliometric science mapping and evidence synthesis workflows\ndescribed by Aria and Cuccurullo (2017)\n<doi:10.1016/j.joi.2017.08.007>, Westgate (2019)\n<doi:10.1002/jrsm.1374>, and Lajeunesse (2016)\n<doi:10.1111/2041-210X.12472>, but adds a domain-specific\noccupational safety and health layer. The package implements\nthree original bibliometric indicators: (1) the Worker-Risk\nDisconnection Index (WRDI), measuring the proportion of studies\nthat characterise an occupational risk without including direct\nworker exposure data; (2) the Risk Category Saturation Index\n(RCS), measuring the relative over- or under-representation of\neach risk category relative to a uniform baseline; and (3) the\nMaterial-Gap Profile (MGP), measuring the ratio between a\nmaterial's known hazard potential and its coverage in the\noccupational health literature. Two additional preventive\nintelligence indicators are provided: (4) the Abstract\nSufficiency Score (ASS, 0-5), a cumulative hierarchical index\nof the preventively useful information contained in an\nabstract; and (5) the Bridge Article Score (0-5), identifying\nstudies that simultaneously address technology, hazardous\nagent, worker population, exposure measurement, and preventive\nrecommendations. Risk categories are extracted using a built-in\noccupational risk dictionary of 58 categories anchored in ISO\n45001:2018, INSST, NIOSH, and EU-OSHA frameworks, organised in\nsix blocks: Safety, Industrial Hygiene, Ergonomics,\nPsychosociology, Biological Hazards, and Emerging Technologies.\nThe dictionary is user-extensible. Outputs include bilingual\nHTML reports, occupational risk sheets, priority reading\nrankings, guided extraction matrices for systematic review, and\nreproducibility certificates with MD5 hashes.",
  "License": "MIT + file LICENSE",
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  "Author": "Raúl Aguilar Elena [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-8656-8155>), Ana Delgado-Garcia\n[aut]",
  "Maintainer": "Raúl Aguilar Elena <raguilar@universidadviu.com>",
  "Repository": "https://cran.r-universe.dev",
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    "orm_normativa",
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    "orm_relevance_guard",
    "orm_report",
    "orm_risk_sheet",
    "orm_run",
    "orm_run_guarded",
    "orm_validate"
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      "title": "Sample bibliographic records for ORISMA",
      "object": "orisma_sample",
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      ],
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        "title",
        "abstract",
        "year",
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    {
      "page": "orisma-package",
      "title": "orisma: Occupational Risk Integrated Systematic Mapping and Analysis",
      "topics": [
        "orisma-package",
        "orisma"
      ]
    },
    {
      "page": "orisma_dict",
      "title": "Built-in risk dictionaries for ORISMA",
      "topics": [
        "orisma_dict"
      ]
    },
    {
      "page": "orisma_indicators",
      "title": "ORISMA bibliometric indicators",
      "topics": [
        "ASS",
        "bridge_score",
        "MGP",
        "orisma_indicators",
        "RCS",
        "WRDI"
      ]
    },
    {
      "page": "orisma_sample",
      "title": "Sample bibliographic records for ORISMA",
      "topics": [
        "orisma_sample"
      ]
    },
    {
      "page": "orm_analyse",
      "title": "Compute ORISMA bibliometric indicators and analyses",
      "topics": [
        "orm_analyse"
      ]
    },
    {
      "page": "orm_ass",
      "title": "Abstract Sufficiency Score (ASS)",
      "topics": [
        "orm_ass"
      ]
    },
    {
      "page": "orm_ass_plot",
      "title": "Plot ASS distribution",
      "topics": [
        "orm_ass_plot"
      ]
    },
    {
      "page": "orm_autodim",
      "title": "Automatic dimension extraction and risk cross-matrix",
      "topics": [
        "orm_autodim"
      ]
    },
    {
      "page": "orm_bridge",
      "title": "Bridge Article Detection and Priority Ranking",
      "topics": [
        "orm_bridge"
      ]
    },
    {
      "page": "orm_dedup",
      "title": "Automatic deduplication of bibliographic records",
      "topics": [
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      ]
    },
    {
      "page": "orm_dict",
      "title": "Load a risk dictionary",
      "topics": [
        "orm_dict"
      ]
    },
    {
      "page": "orm_dict_add_category",
      "title": "Add a new risk category to a dictionary",
      "topics": [
        "orm_dict_add_category"
      ]
    },
    {
      "page": "orm_dict_add_terms",
      "title": "Add terms to an existing dictionary category",
      "topics": [
        "orm_dict_add_terms"
      ]
    },
    {
      "page": "orm_dict_categories",
      "title": "List risk categories in a dictionary",
      "topics": [
        "orm_dict_categories"
      ]
    },
    {
      "page": "orm_dict_list",
      "title": "List available built-in dictionaries",
      "topics": [
        "orm_dict_list"
      ]
    },
    {
      "page": "orm_dim_matrix",
      "title": "Build a risk category x dimension cross-matrix",
      "topics": [
        "orm_dim_matrix"
      ]
    },
    {
      "page": "orm_extract",
      "title": "Extract risk categories from bibliographic records",
      "topics": [
        "orm_extract"
      ]
    },
    {
      "page": "orm_extraction_matrix",
      "title": "Generate a guided extraction matrix for manual review",
      "topics": [
        "orm_extraction_matrix"
      ]
    },
    {
      "page": "orm_load",
      "title": "Load bibliographic references from one or multiple files / folders",
      "topics": [
        "orm_load"
      ]
    },
    {
      "page": "orm_normativa",
      "title": "Cross-reference detected risks with applicable European regulation",
      "topics": [
        "orm_normativa"
      ]
    },
    {
      "page": "orm_priority",
      "title": "Compute risk priority scores and traffic light classification",
      "topics": [
        "orm_priority"
      ]
    },
    {
      "page": "orm_ranking",
      "title": "Generate priority reading ranking",
      "topics": [
        "orm_ranking"
      ]
    },
    {
      "page": "orm_relevance_guard",
      "title": "Relevance guard for occupational risk evidence mapping",
      "topics": [
        "orm_relevance_guard"
      ]
    },
    {
      "page": "orm_report",
      "title": "Generate all ORISMA outputs and reports",
      "topics": [
        "orm_report"
      ]
    },
    {
      "page": "orm_risk_sheet",
      "title": "Generate an occupational risk sheet",
      "topics": [
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      ]
    },
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      "topics": [
        "orm_run"
      ]
    },
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      "title": "Run ORISMA with a relevance-control layer",
      "topics": [
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      ]
    },
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      "title": "Manual validation assistant with Cohen's Kappa",
      "topics": [
        "orm_validate"
      ]
    },
    {
      "page": "print.orisma_dict",
      "title": "Print method for orisma_dict",
      "topics": [
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      ]
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      "title": "Print method for orisma_dims",
      "topics": [
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      ]
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    {
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      "title": "Print method for orisma_kappa",
      "topics": [
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      ]
    },
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      "page": "print.orisma_matrix",
      "title": "Print method for orisma_matrix",
      "topics": [
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      ]
    },
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      "title": "Print method for orisma_normativa",
      "topics": [
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      ]
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      "title": "Print method for orisma_priority",
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      ]
    },
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      "title": "Print method for orisma_ranking",
      "topics": [
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      ]
    },
    {
      "page": "print.orisma_result",
      "title": "Print method for orisma_result",
      "topics": [
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      ]
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      "source": "orisma-case-study.Rmd",
      "filename": "orisma-case-study.html",
      "title": "ORISMA: Mapping Occupational Risk Evidence in Metal Additive Manufacturing",
      "author": "PhD. Raúl Aguilar-Elena (GPRL, Universidad Internacional de Valencia), Ana Delgado-García (Universidad de Salamanca)",
      "engine": "knitr::rmarkdown",
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        "What ORISMA does",
        "Installation",
        "The three-line workflow",
        "Step 1: Loading and deduplication",
        "Loading references",
        "Deduplication",
        "Step 2: Risk category extraction",
        "The ORISMA dictionary",
        "Extraction results",
        "Step 3: The three original ORISMA indicators",
        "Worker-Risk Disconnection Index (WRDI)",
        "Risk Category Saturation Index (RCS)",
        "Material-Gap Profile (MGP)",
        "Step 4: Automatic dimension detection",
        "Step 5: Preventive intelligence indicators",
        "Abstract Sufficiency Score (ASS)",
        "Bridge article detection",
        "Priority reading ranking",
        "Step 6: Practitioner outputs",
        "Risk sheet",
        "Guided extraction matrix",
        "Step 7: Validation",
        "Summary of results",
        "Session information",
        "References"
      ],
      "created": "2026-05-18 19:09:23",
      "modified": "2026-05-18 19:09:23",
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