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  "Title": "Clinical Outcome Measures and Responder Analysis",
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  "Description": "Validated clinical outcome-measure scoring (FMA, Berg,\nARAT, TUG, 6MWT, Barthel, Katz, Lawton-Brody IADL, ...),\nMDC/MCID responder classification, ICF tagging, interval\n(Rasch) analysis of ordinal ADL/IADL instruments, and normative\ndeviation scoring for the x-biosignal rehabilitation ecosystem.",
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  "Date/Publication": "2026-10-03 13:11:47 UTC",
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  "Author": "Yusuke Matsui [aut, cre]",
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    "promisRawToT",
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    "scoreMRCSum",
    "scoreMRS",
    "scoreNIHSS",
    "scorePainNRS",
    "scorePROMIS",
    "scoreSF36",
    "scoreTUG",
    "scoreWMFT",
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    "toFHIRObservation",
    "toOMOP",
    "validateFHIRObservation",
    "validateNormativeManifest",
    "wmftMedianTime",
    "writeFHIRBundle",
    "writeOMOPTables"
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      "title": "Apply a score crosswalk to new values",
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      "title": "Convert a ClinicalScore to a one-row data.frame",
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      ]
    },
    {
      "page": "classifyResponder",
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        "summary.responder_classification"
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      "page": "ClinicalInstrument",
      "title": "Construct a ClinicalInstrument",
      "topics": [
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    },
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      "title": "Clinical score result",
      "topics": [
        "ClinicalScore",
        "ClinicalScore-class",
        "show,ClinicalScore-method"
      ]
    },
    {
      "page": "defineGoal",
      "title": "Define a Goal Attainment Scaling goal",
      "topics": [
        "defineGoal"
      ]
    },
    {
      "page": "equateScores",
      "title": "Equate one clinical score scale to another (build a crosswalk)",
      "topics": [
        "equateScores"
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    },
    {
      "page": "estimateMCID_anchor",
      "title": "Anchor-based MCID",
      "topics": [
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    },
    {
      "page": "estimateMCID_distribution",
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      "topics": [
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    },
    {
      "page": "estimateMDC",
      "title": "Distribution-based Minimal Detectable Change from test-retest data",
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    },
    {
      "page": "fromFHIR",
      "title": "Import a FHIR R4 Observation as a clinical score",
      "topics": [
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    },
    {
      "page": "gasSummary",
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    {
      "page": "getClinimetric",
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    },
    {
      "page": "getInstrument",
      "title": "Retrieve a registered clinical instrument",
      "topics": [
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      ]
    },
    {
      "page": "getNormative",
      "title": "Retrieve a normative reference from the registry",
      "topics": [
        "getNormative"
      ]
    },
    {
      "page": "GovernedNormativeReference",
      "title": "Construct a governed normative reference",
      "topics": [
        "GovernedNormativeReference"
      ]
    },
    {
      "page": "GovernedNormativeReference-class",
      "title": "Governed normative reference",
      "topics": [
        "GovernedNormativeReference-class"
      ]
    },
    {
      "page": "listClinimetrics",
      "title": "List available clinimetric constants",
      "topics": [
        "listClinimetrics"
      ]
    },
    {
      "page": "listInstruments",
      "title": "List available clinical instruments",
      "topics": [
        "listInstruments"
      ]
    },
    {
      "page": "listNormative",
      "title": "List registered normative references",
      "topics": [
        "listNormative"
      ]
    },
    {
      "page": "masLevelLabel",
      "title": "Modified Ashworth Scale level label for a value",
      "topics": [
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    },
    {
      "page": "matchStratum",
      "title": "Match the normative stratum for a set of covariates",
      "topics": [
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    },
    {
      "page": "mdcResponder",
      "title": "Classify change scores against the minimal detectable change (MDC)",
      "topics": [
        "mdcResponder"
      ]
    },
    {
      "page": "normativeDeviation",
      "title": "Batch normative deviation over a metric table",
      "topics": [
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      ]
    },
    {
      "page": "normativeZScore",
      "title": "Normative z-score / percentile for an observation",
      "topics": [
        "normativeZScore"
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    },
    {
      "page": "promisRawToT",
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      "topics": [
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    },
    {
      "page": "raschAnalyze",
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      "topics": [
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    },
    {
      "page": "raschRecode",
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    },
    {
      "page": "raschResponder",
      "title": "Responder analysis of pre-to-post change on the Rasch interval scale",
      "topics": [
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    },
    {
      "page": "registerInstrument",
      "title": "Register a clinical instrument",
      "topics": [
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      ]
    },
    {
      "page": "registerNormative",
      "title": "Register a normative reference in the versioned registry",
      "topics": [
        "registerNormative"
      ]
    },
    {
      "page": "romNormalcy",
      "title": "Compare a measured joint ROM to the reference (and the other side)",
      "topics": [
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      ]
    },
    {
      "page": "romReference",
      "title": "Joint range-of-motion reference values (goniometry)",
      "topics": [
        "romReference"
      ]
    },
    {
      "page": "score10MWT",
      "title": "Score a 10-metre walk test (10mWT)",
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    },
    {
      "page": "score6MWT",
      "title": "Score a 6-minute walk test (6MWT)",
      "topics": [
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    },
    {
      "page": "scoreARAT",
      "title": "Score the Action Research Arm Test (ARAT)",
      "topics": [
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      ]
    },
    {
      "page": "scoreBarthel",
      "title": "Score the Barthel Index (basic activities of daily living)",
      "topics": [
        "scoreBarthel"
      ]
    },
    {
      "page": "scoreBerg",
      "title": "Score the Berg Balance Scale (BBS)",
      "topics": [
        "scoreBerg"
      ]
    },
    {
      "page": "scoreBPI",
      "title": "Score the Brief Pain Inventory (short form)",
      "topics": [
        "scoreBPI"
      ]
    },
    {
      "page": "scoreCohort",
      "title": "Score a cohort's instrument responses into interop-ready ClinicalScores",
      "topics": [
        "scoreCohort"
      ]
    },
    {
      "page": "scoreEQ5D5L",
      "title": "Score the EQ-5D-5L descriptive system (level-sum score)",
      "topics": [
        "scoreEQ5D5L"
      ]
    },
    {
      "page": "scoreFAM",
      "title": "Score the Functional Assessment Measure (FIM+FAM)",
      "topics": [
        "scoreFAM"
      ]
    },
    {
      "page": "scoreFIM",
      "title": "Score the Functional Independence Measure (FIM)",
      "topics": [
        "scoreFIM"
      ]
    },
    {
      "page": "scoreFMALE",
      "title": "Score the Fugl-Meyer Assessment, Lower Extremity (FMA-LE)",
      "topics": [
        "scoreFMALE"
      ]
    },
    {
      "page": "scoreFMAUE",
      "title": "Score the Fugl-Meyer Assessment, Upper Extremity (FMA-UE)",
      "topics": [
        "scoreFMAUE"
      ]
    },
    {
      "page": "scoreFSS",
      "title": "Score the Fatigue Severity Scale (FSS)",
      "topics": [
        "scoreFSS"
      ]
    },
    {
      "page": "scoreGAS",
      "title": "Score Goal Attainment Scaling (GAS T-score)",
      "topics": [
        "scoreGAS"
      ]
    },
    {
      "page": "scoreInstrument",
      "title": "Score item responses against a clinical instrument",
      "topics": [
        "scoreInstrument"
      ]
    },
    {
      "page": "scoreKatz",
      "title": "Score the Katz Index of Independence in ADL",
      "topics": [
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    },
    {
      "page": "scoreLawton",
      "title": "Score the Lawton-Brody IADL scale (instrumental ADL)",
      "topics": [
        "scoreLawton"
      ]
    },
    {
      "page": "scoreMAS",
      "title": "Score a Modified Ashworth Scale (MAS) rating",
      "topics": [
        "scoreMAS"
      ]
    },
    {
      "page": "scoreMFIS",
      "title": "Score the Modified Fatigue Impact Scale (MFIS)",
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    },
    {
      "page": "scoreMMSE",
      "title": "Score the Mini-Mental State Examination (MMSE)",
      "topics": [
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    {
      "page": "scoreMoCA",
      "title": "Score the Montreal Cognitive Assessment (MoCA)",
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    {
      "page": "scoreMRCSum",
      "title": "Score the Medical Research Council (MRC) sum score",
      "topics": [
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    },
    {
      "page": "scoreMRS",
      "title": "Score the modified Rankin Scale (mRS)",
      "topics": [
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    },
    {
      "page": "scoreNIHSS",
      "title": "Score the NIH Stroke Scale (NIHSS)",
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    },
    {
      "page": "scorePainNRS",
      "title": "Score a Pain Numeric Rating Scale (0-10)",
      "topics": [
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    },
    {
      "page": "scorePROMIS",
      "title": "Score a PROMIS (or other GRM) short form by EAP",
      "topics": [
        "scorePROMIS"
      ]
    },
    {
      "page": "scoreSF36",
      "title": "Score the SF-36 / RAND-36 Health Survey",
      "topics": [
        "scoreSF36"
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    },
    {
      "page": "scoreTUG",
      "title": "Score a Timed Up and Go test (TUG)",
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    {
      "page": "scoreWMFT",
      "title": "Score the Wolf Motor Function Test functional-ability scale (WMFT-FAS)",
      "topics": [
        "scoreWMFT"
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    },
    {
      "page": "show-GovernedNormativeReference-method",
      "title": "Show a normative reference (surfacing its governance)",
      "topics": [
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      ]
    },
    {
      "page": "toADaM_ADQS",
      "title": "Export clinical scores to an ADaM BDS (ADQS) data frame",
      "topics": [
        "toADaM_ADQS"
      ]
    },
    {
      "page": "toCDISC_QS",
      "title": "Export clinical scores to a CDISC SDTM QS (Questionnaires) domain",
      "topics": [
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    },
    {
      "page": "toFHIRObservation",
      "title": "Export a clinical score as a FHIR R4 Observation",
      "topics": [
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    },
    {
      "page": "toOMOP",
      "title": "Export clinical scores to OMOP CDM v5.4 tables",
      "topics": [
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    },
    {
      "page": "validateFHIRObservation",
      "title": "Validate a FHIR Observation against the bundled JSON schema",
      "topics": [
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      ]
    },
    {
      "page": "validateNormativeManifest",
      "title": "Validate a normative-artifact governance manifest",
      "topics": [
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      ]
    },
    {
      "page": "wmftMedianTime",
      "title": "Median WMFT performance time",
      "topics": [
        "wmftMedianTime"
      ]
    },
    {
      "page": "writeFHIRBundle",
      "title": "Write a FHIR Bundle of clinical-score Observations",
      "topics": [
        "writeFHIRBundle"
      ]
    },
    {
      "page": "writeOMOPTables",
      "title": "Write OMOP CDM tables to CSV files",
      "topics": [
        "writeOMOPTables"
      ]
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  "_readme": "https://github.com/x-biosignal/PhysioClinical/raw/HEAD/README.md",
  "_rundeps": [
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  "_vignettes": [
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      "filename": "clinical-outcomes.html",
      "title": "Clinical outcome analysis: an end-to-end pipeline",
      "engine": "knitr::rmarkdown",
      "headings": [
        "1. Score an instrument",
        "2. Benchmark against published clinimetrics",
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