Audit: QRS - Video Gaming to Improve Cognitive Ability
Audit conducted on 17/09/2026 13:28 using AI4L / Opus 5
Summary
| Items | Count |
|---|---|
| Total | 93 |
| Passed | 83 |
| Failed | 0 |
| N/A | 10 |
| Pass Rate | 100.00% |
- Total = Passed + Failed + N/A
- Pass Rate = Passed / (Passed + Failed) × 100
- N/A items are excluded from the pass rate calculation
1. General Rules
| # | Description | Result | Comments |
|---|---|---|---|
| 1.1 | Every claim, magnitude, label, recommendation, and statement in the QRS is literally supported by content in the source ER. | 🟢 | Protocol cells, time-to-effect cells, benefit/risk tiers, all 14 monitoring markers and all 7 qualitative items trace to ER Therapeutic Protocol, Practical Considerations, Expected Benefits, Potential Risks & Side Effects and Monitoring Protocol & Defining Success. |
| 1.2 | Where the ER uses cautious phrasing (“not formally studied”, “None documented in human trials to date”, “theoretical concern”, “data are limited”), the QRS uses the same phrasing. | 🟢 | The ER’s divided-evidence framing is carried into the lede (“smaller and contested in younger adults”, “Summaries of the same studies disagree”). |
| 1.3 | The QRS never strengthens an ER claim (e.g., “not formally studied” → “not required”) or softens one (e.g., “do not use during pregnancy” → “use with caution during pregnancy”). | 🟢 | Contraindication wording preserves the ER’s absolutes (“until cleared by a neurologist”, “until symptoms resolve”); no tier or severity shifted. |
| 1.4 | The QRS does not relabel an ER fact under a different decision category. A “Benefit-Modifying Factor” from ER section is not surfaced as a “Caution”; a “Risk-Modifying Factor” is not surfaced as a “Side Effect”; etc. | 🟢 | Gates come only from Key Interactions & Contraindications; benefits/risks only from their own ER sections; no Benefit-Modifying Factors or Risk-Modifying Factors content migrated. |
| 1.5 | PubMed IDs, study citations, expert names, clinical trial identifiers (NCT*), and brand names appear in the QRS only if they appear in the source ER for the same fact. | 🟢 | The QRS carries no PMIDs, author names, NCT IDs or brand names at all. |
| 1.6 | The QRS does not introduce new attributions. | 🟢 | No attributions present. |
2. Focus, Tone & Audience
| # | Description | Result | Comments |
|---|---|---|---|
| 2.1 | The QRS follows the tone of the ER, which is determined by the ER’s own language, phrasing, and framing. | 🟢 | Neutral, evidence-weighted register matching the ER, including its explicit acknowledgement of conflicting meta-analyses. |
| 2.2 | The tone of the QRS is simultaneously expert, accessible, objective, and data-driven, but also empowering and encouraging | 🟢 | Quantified targets and doses alongside plain-language framing. |
| 2.3 | The QRS reads as a trusted, knowledgeable guide rather than a prescriptive doctor | 🟢 | Statements are descriptive (“Most positive trials ran 4-12 weeks”), not directives. |
| 2.4 | The QRS avoids language that implies medical or clinical advice | 🟢 | No imperative instructions; gates are stated as conditions, not orders. |
| 2.5 | The QRS “presents information” instead of “providing guidance”, “recommending”, or “advising” | 🟢 | Reported rather than prescribed throughout, including the passive “protocols beyond 30 hours are urged”. |
| 2.6 | The QRS never addresses “the reader” directly — it presents evidence, not guidance | 🟢 | No second-person pronouns anywhere in the document. |
| 2.7 | The QRS is written in plain language, avoiding unnecessary medical jargon | 🟢 | Technical terms retained are load-bearing decision criteria (e.g., photoparoxysmal response, Berg Balance Scale); no gratuitous jargon. |
| 2.8 | Information is presented in a concise and very compact manner | 🟢 | Gate and tier items are stripped to the key fact; monitoring rows drop the ER’s Context/Notes column. |
| 2.9 | It DOES NOT address the reader directly | 🟢 | Confirmed — no direct address. |
| 2.10 | The target audience is health- and longevity-oriented adults who are risk-aware, proactive, and actively seeking to optimize health or apply the intervention under review. | 🟢 | Content assumes self-testing with a validated cognitive battery, UFOV threshold and wearable sleep data. |
| 2.11 | The target audience is willing to employ lifestyle and behavioral changes as well as follow protocols that may be inconvenient, costly, or require effort. | 🟢 | 20-50 hours of structured play plus a 14-marker monitoring panel presuppose high commitment. |
| 2.12 | The document is NOT written for the general population, who are unwilling to employ lifestyle and behavioral changes or follow protocols that may be inconvenient, costly, or require effort. | 🟢 | Depth of the monitoring and gate content is well beyond general-population material. |
| 2.13 | Framing, takeaways, and risk/benefit weighting throughout the document reflect this audience, including where an intervention’s signal for the average person differs from its signal for this audience. | 🟢 | Displacement of physical activity and the over-60 concentration of benefit are surfaced, matching the ER’s audience-specific weighting. |
| 2.14 | The document’s own voice frames usage in longevity terms, not “anti-aging” (e.g., “anti-aging clinics”, “anti-aging community”, “anti-aging medicine”). Proper names that contain “anti-aging” (e.g., “American Academy of Anti-Aging Medicine”) are quoted verbatim. | 🟢 | No occurrence of “anti-aging” in the document. |
| 2.15 | The document’s own voice uses formal clinical and scientific terminology, not colloquial or consumer-grade language (e.g., “oral medication” not “pill(s)”; “oral” / “administered orally” not “taken by mouth” / “given by mouth”; “injection” not “shot”; “adverse event” not “bad reaction”). This holds on EVERY surface, including the QRS lede — the stricter plain-language bar (see 2.7) does not license lay phrasing for route of administration. Direct quotes from sources are exempt. | 🟢 | Formal register maintained (“Prescription stimulants”, “Sedative-hypnotics”, “Over-the-counter medications”, “orthostatic hypotension”). |
3. Template Integrity
| # | Description | Result | Comments |
|---|---|---|---|
| 3.1 | The following labels and headings on the QRS are fixed and not modified: Card and section headings: “Protocol”, “Time to effect”, “Benefits”, “Risk & Side Effects”, “Monitoring”, “Qualitative Assessment”; Gate headings: “Contraindications”, “Key Interactions”; Tier labels: “High”, “Medium”, “Low”, “Speculative”; Table column headers in Monitoring: “Marker”, “Target”, “Why” | 🟢 | All fixed strings byte-identical to [qrs_template]. |
| 3.2 | All “…” from the [qrs_template] are present in the the QRS. | 🟢 | All 34 template variable names present; the repeatable marker_#_* and qualitative_item_# rows are instantiated as marker_1-14 and qualitative_item_1-7. |
| 3.3 | Spans that are not addressed in a checklist item are left unchanged | 🟢 | A structural diff against the template shows differences only inside data-qrs-var spans and in the repeated monitoring/qualitative rows. |
4. Formatting
| # | Description | Result | Comments |
|---|---|---|---|
| 4.1 | When the source ER section is empty, the QRS uses the ER’s own empty-state phrasing verbatim. Typical phrasings are “None documented in human trials to date” and “Not formally studied” | N/A | No source ER section that feeds the QRS is empty. |
| 4.2 | Where the ER presents a bulleted item as “Label: content”, the QRS uses the ER’s bold label verbatim as the cell or row label. | 🟢 | Protocol labels (“Genre selection drives the outcome”, “Standard research dose”, “Adaptive difficulty is the active ingredient”) and all nine Key Interactions labels are verbatim ER bold labels; monitoring row labels are verbatim ER table names. |
| 4.3 | Labels are not paraphrased, abbreviated, or invented. | 🟢 | Time-to-effect labels use verbatim ER phrases (“untrained attention and speed tasks”, “persistence of gains”, “Near-transfer to the game”) from the single Time to effect bullet. |
| 4.4 | The QRS DOES NOT use emoji indicators (no 🟩, 🟥, 🟨, etc.). Color and emphasis are conveyed through CSS and bold labels. | 🟢 | No emoji present; the ER’s ⚠️/⭕️ markers were stripped. |
| 4.5 | The QRS is designed to render on one A4 page. Any section that has more content in the ER than fits the per-section budget is condensed by the LLM, not extended onto a second page. | 🟢 | Every section is condensed to the minimum the checklist allows — gate items reduced to the key fact, benefit/risk tiers collapsed to semicolon lists, monitoring reduced to three columns. |
5. Metadata
| # | Description | Result | Comments |
|---|---|---|---|
| 5.1 | The metadata is placed inside a single HTML comment that is the first element after “<!doctype html>” and before any other comment, head, or body content. | 🟢 | Lines 2-14, immediately after <!doctype html>. |
| 5.2 | Inside that HTML comment the YAML block is delimited by a line “—” opening and a line “—” closing. Text before the opening “—” is permitted but is not parsed as YAML. | 🟢 | Opening --- at line 3, closing --- at line 13. |
| 5.3 | The metadata is not visible in any rendered view of the QRS and is not surfaced by any other element on the sheet. | 🟢 | Enclosed in an HTML comment; no duplicate on-page rendering. |
| 5.4 | All frontmatter values are trimmed: no leading or trailing whitespace, no surrounding quotes unless the value contains a colon, bracket, or leading special character that requires YAML quoting. | 🟢 | Only duration: "00:03" is quoted, correctly so because it contains a colon. |
| 5.5 | The filename of the source ER is stated as “er_filename: [er_filename]” | 🟢 | er_filename: video_gaming_cognitive_2026-0917-1035_Opus_ER.md (line 4). |
| 5.6 | Version of the QRS.md file used to create the document is stated as “qrs_prompt_version: [Version of QRS.md]” | 🟢 | qrs_prompt_version: 26.9.11 matches the QRS.md version badge. |
| 5.7 | Creation date and time of the document is stated as “qrs_creation_date: [YYYY-MMDD-HHMM]” (e.g., 2026-0501-1430) | 🟢 | qrs_creation_date: 2026-0917-1322. |
| 5.8 | The nickname of the AI used to create the document is stated as “qrs_creator_ai_nickname: [qrs_creator_ai_nickname]” | 🟢 | qrs_creator_ai_nickname: Opus. |
| 5.9 | The nickname of the AI is just a single word model name without version, etc. (e.g., Opus, Sonnet, Grok, Gemini, ChatGPT) | 🟢 | Single word, no version. |
| 5.10 | The full name of the AI used to create the document is stated as “qrs_creator_ai_fullname: [qrs_creator_ai_fullname]” | 🟢 | qrs_creator_ai_fullname: Opus 5. |
| 5.11 | The full name of the AI consists of the [qrs_creator_ai_nickname] and the model version number and no additional qualifier (e.g., Opus 4.6, Sonnet 3.2, Grok 4.5, Gemini 3.1, ChatGPT 5.4) | 🟢 | “Opus 5” — nickname plus version, no qualifier. |
| 5.12 | The filename of the document is stated as “qrs_filename: [filename of this document]” | 🟢 | qrs_filename: video_gaming_cognitive_2026-0917-1035_Opus_QRS.html matches the file on disk. |
| 5.13 | All frontmatter values are trimmed: no leading or trailing whitespace, no surrounding quotes unless the value contains a colon, bracket, or leading special character that requires YAML quoting. | 🟢 | Re-verified across all twelve keys. |
6. Page Title & Header
| # | Description | Result | Comments |
|---|---|---|---|
| 6.1 | [page_title] is set to the [canonical_topic] of the ER frontmatter followed by “ - Quick Reference Sheet” (e.g., “Intervention - Quick Reference Sheet”). The [canonical_topic] is HTML-entity-encoded as needed (e.g., & for &) |
🟢 | “Video Gaming to Improve Cognitive Ability - Quick Reference Sheet” (line 22); no entity encoding required. |
| 6.2 | [header_topic] is set to the [canonical_topic] of the ER frontmatter, with HTML entities encoded as needed (e.g., & for &) |
🟢 | “Video Gaming to Improve Cognitive Ability” (line 417). |
| 6.3 | [header_subline_date] is set to [qrs_creation_date reformatted as MM/DD/YYYY] | 🟢 | 2026-0917-1322 → “09/17/2026” (line 421). |
| 6.4 | [header_subline_model] is set to [qrs_creator_ai_fullname] | 🟢 | “Opus 5” (line 425). |
| 6.5 | No additional header content appears: no badge, version stamp, AKA / alternate names line, source-AI attribution, audit date, or QRS variant marker. | 🟢 | Header matches the template exactly; no extra elements. |
7. At-A-Glance Section
| # | Description | Result | Comments |
|---|---|---|---|
| 7.1 | [at_a_glance] is dense, execution-oriented summary of the ER Conclusion section |
🟢 | Compresses the ER Conclusion’s three paragraphs: which abilities move, in whom, the exergame qualifier, and the divided evidence base. |
| 7.2 | [at_a_glance] is no longer than 60 words | 🟢 | 58 words. |
| 7.3 | Every fact in [at_a_glance] is supported by a distinct passage in the ER. | 🟢 | Each clause maps to a distinct sentence in the ER Conclusion (lines 519-521). |
| 7.4 | It DOES NOT use acronyms or technical classifications that require specialist knowledge, uses plain-language terms instead | 🟢 | “holding information in mind”, “switching between tasks”, “games that add movement to mental challenge” — no acronyms or clinical-register terms. |
| 7.5 | It DOES NOT cite specific trials (names, years, sample sizes, p-values) | 🟢 | No trial identifiers of any kind. |
| 7.6 | It DOES NOT cite effect sizes, relative risks, or statistical results | 🟢 | No numeric results; only the qualitative “modest”/”largest”/”smaller”. |
8. Contraindications
| # | Description | Result | Comments |
|---|---|---|---|
| 8.1 | The section is derived from the ER Key Interactions & Contraindications section |
🟢 | All six items come from the ER’s “Populations who should avoid Video Gaming” list (lines 344-349). |
| 8.2 | [stop_items] represent the Contraindications from the ER | 🟢 | Six ER bullets → six QRS items, one-to-one, no additions or omissions. |
| 8.3 | Individual [stop_items] are formatted as <li></li> | 🟢 | Six <li> elements inside the span. |
| 8.4 | Items are as concise as possible. No trailing explanations, no elaborations, no mechanistic rationale, no attributions, no citations, no study details. No content after an em-dash, en-dash, or hyphen-dash (e.g., “— dose reduction required”, “— reduced efficacy”) — these trailing clauses are stripped. Just the key fact. | 🟢 | Trailing rationale stripped, e.g. the ER’s “for whom sustained near work is restricted” is dropped from the ocular-surgery item. |
| 8.5 | Parenthetical qualifiers from the ER bullet — time windows, severity classes, threshold values, clinical staging — ARE preserved as part of the item, kept as concise as possible (shortened or trimmed where needed to fit the one-page budget, but never dropped entirely). | 🟢 | “(Berg Balance Scale below 45)”, “Within 90 days”, “a fall in the preceding 3 months”, “unless supervised” and “until cleared by a neurologist” all retained. |
| 8.6 | When the ER uses ranking notation inside parens (e.g., “>” for severity ordering) that depends on an explanatory phrase to interpret, normalize the items to a plain comma-separated list rather than carrying through the bare symbol. | N/A | The ER uses no ranking notation in this section. |
| 8.7 | The section is left empty ONLY IF the ER’s Key Interactions & Contraindications section identifies no population, condition, or scenario for which the intervention should be avoided, deferred, or used only under specialist supervision. |
🟢 | The ER names six such populations and the section is correctly populated. |
| 8.8 | If the section is left empty, an HTML comment inside the [stop_items] span records the ER basis for the absence, naming or quoting the ER text relied on. E.g. | N/A | The section is not empty. |
9. Key Interactions
| # | Description | Result | Comments |
|---|---|---|---|
| 9.1 | The section is derived from the ER Key Interactions & Contraindications section |
🟢 | All nine items come from the ER’s interaction bullets (lines 324-340). |
| 9.2 | [caution_items] represent the Key Interactions from the ER, excluding any that are already listed as Contraindications | 🟢 | Nine ER interaction bullets → nine QRS items; the Parkinson’s/impulse-control contraindication is a narrower population and is not duplicated here. |
| 9.3 | Individual [caution_items] are formatted as <li></li> | 🟢 | Nine <li> elements inside the span. |
| 9.4 | Items are as concise as possible. No trailing explanations, no elaborations, no mechanistic rationale, no attributions, no citations, no study details. No content after an em-dash, en-dash, or hyphen-dash (e.g., “— dose reduction required”, “— reduced efficacy”) — these trailing clauses are stripped. Just the key fact. | 🟢 | Severity/Consequence/Mitigation clauses stripped; only label plus named agents remain. |
| 9.5 | Parenthetical qualifiers from the ER bullet — example drug lists, time windows, severity classes, threshold values, clinical staging — ARE preserved as part of the item, kept as concise as possible (shortened or trimmed where needed to fit the one-page budget, but never dropped entirely). | 🟢 | Example agents preserved for every class (methylphenidate, lisdexamfetamine; pramipexole, ropinirole; zolpidem, zopiclone, temazepam; valproate, levetiracetam, lamotrigine; and the supplement and co-intervention lists). |
| 9.6 | When the ER uses ranking notation inside parens (e.g., “>” for severity ordering) that depends on an explanatory phrase to interpret, normalize the items to a plain comma-separated list rather than carrying through the bare symbol. | N/A | The ER uses no ranking notation in this section. |
| 9.7 | The section is left empty ONLY IF the ER’s Key Interactions & Contraindications section identifies no interaction, additive effect, or exposure that changes how the intervention is used. |
🟢 | The ER names nine interactions and the section is correctly populated. |
| 9.8 | If the section is left empty, an HTML comment inside the [caution_items] span records the ER basis for the absence, naming or quoting the ER text relied on. E.g. | N/A | The section is not empty. |
10. Protocol
| # | Description | Result | Comments |
|---|---|---|---|
| 10.1 | The section is derived from the ER Protocol section |
🟢 | All three cells derive from ER Therapeutic Protocol lines 377-381. |
| 10.2 | The three sets of [action] items cover the three most important actionable implementation aspects from the ER Protocol section |
🟢 | Genre selection, dose (session length / frequency / total hours), and adaptive difficulty — the ER’s three lead bullets and the only ones that determine execution. |
| 10.3 | If less that three distinct actionable implementation aspects are mentioned in the ER the unused sets are left empty and made invisible, not filled with placeholder text or empty-state phrasing. | N/A | The ER supplies well over three actionable aspects; all three sets are used. |
| 10.4 | All used [action_#label], [action#value], [action#_sub] items are filled with meaningful content derived from the ER Protocol section. |
🟢 | Nine of nine spans populated with ER-traceable content; no placeholders remain. |
11. Time to Effect
| # | Description | Result | Comments |
|---|---|---|---|
| 11.1 | The three sets of [time] items cover the three most important time-to-effect aspects from the ER | 🟢 | Untrained attention/speed transfer (10-20 hours), persistence of gains (6 months), near-transfer to the game (within hours). |
| 11.2 | The sets are picked and ordered by the magnitude of the related benefit | 🟢 | Leads with the High-tier attention and processing-speed transfer, then durability of that gain, then game-specific near-transfer, which maps to no benefit tier. |
| 11.3 | If less that three distinct time-to-effect aspects are mentioned in the ER the unused sets are left empty and made invisible, not filled with placeholder text or empty-state phrasing. | N/A | The ER supplies three distinct aspects; all three sets are used. |
| 11.4 | All used [time_#label], [time#value], [time#_sub] items are filled with meaningful content derived from the ER. | 🟢 | Nine of nine spans populated from ER Practical Considerations line 438, Therapeutic Protocol line 395 and Discontinuation & Cycling line 416. |
| 11.5 | If the ER does not provide any information on time to effect, the section is removed completely from the Protocol Panel |
N/A | The ER provides an explicit “Time to effect” bullet. |
12. Benefits
| # | Description | Result | Comments |
|---|---|---|---|
| 12.1 | The section is derived from the ER Expected Benefits section |
🟢 | All nine benefit headings from ER lines 148-206 are represented. |
| 12.2 | Key variables are [benefits_high], [benefits_medium], [benefits_low], [benefits_speculative] | 🟢 | All four spans present and populated in tier order. |
| 12.3 | Items are as concise as possible. No explanations, no elaborations, no effect sizes, no qualifiers, no attributions, no citations, no study details, no mechanistic explanations, etc. Just the key fact. | 🟢 | Each tier is a semicolon-separated list of the ER’s benefit headings only; no Hedges’ g, SMD or CI values carried over. |
| 12.4 | Parenthetical content — including effect sizes, sample notes, mechanistic hints, and example studies — is stripped, NOT preserved. | 🟢 | The ER’s “⚠️ Conflicted” markers and all magnitude paragraphs are stripped. |
| 12.5 | If no items of a specific sub-section (high, medium, low, speculative) are present the respective is set to “display=none”, not filled with “None documented in human trials to date” or similar empty-state phrasing. | N/A | All four tiers have items in the ER. |
13. Risks
| # | Description | Result | Comments |
|---|---|---|---|
| 13.1 | The section is derived from the ER Potential Risks & Side Effects section |
🟢 | All eleven risk headings from ER lines 232-302 are represented. |
| 13.2 | Key variables are [risks_high], [risks_medium], [risks_low], [risks_speculative] | 🟢 | All four spans present and populated in tier order. |
| 13.3 | Items are as concise as possible. No explanations, no elaborations, no effect sizes, no qualifiers, no attributions, no citations, no study details, no mechanistic explanations, etc. Just the key fact. | 🟢 | Tiers are semicolon-separated heading lists; no prevalence figures, odds ratios or confidence intervals carried over. |
| 13.4 | Parenthetical content — including frequencies, severity grades, sample notes, mechanistic hints, and example studies — is stripped, NOT preserved. | 🟢 | The “⚠️ Conflicted” and “⭕️ Not Central” markers on the aggression and depression items are stripped. |
| 13.5 | If no items of a specific sub-section (high, medium, low, speculative) are present the respective is set to “display=none”, not filled with “None documented in human trials to date” or similar empty-state phrasing. | N/A | All four tiers have items in the ER. |
14. Monitoring
| # | Description | Result | Comments |
|---|---|---|---|
| 14.1 | The section is derived from the ER Monitoring section |
🟢 | Rows mirror the ER Monitoring Protocol & Defining Success biomarker table (lines 472-487). |
| 14.2 | All measurable/quantifiable biomarkers from the Monitoring section are listed |
🟢 | All 14 ER rows present in ER order, from the cognitive battery composite through photic-stimulation EEG, with targets and rationales preserved. |
| 14.3 | [monitoring_cadence] is populated with the monitoring cadence/frequency derived from the ER Monitoring section. It is not left with placeholder text or empty. |
🟢 | Baseline, 4 weeks, 12 weeks, every 6 months, with the per-marker exceptions — matching ER line 470. |
15. Qualitative Assessment
| # | Description | Result | Comments |
|---|---|---|---|
| 15.1 | The section is derived from the ER Monitoring section |
🟢 | Drawn from the ER’s qualitative-markers list (lines 491-497). |
| 15.2 | All subjective/qualitative biomarkers from the Monitoring section are listed |
🟢 | All seven ER qualitative markers present, verbatim and in ER order. |
Issues 17/09/2026 13:28
Pass rate 100.00%. No issues found.