Editorial companion generated in the 1.1.0 session. Study confirmation requests concern clinical research use; this is published as a demonstration.

ClinicalSpark demonstration: author handoff

Status: Review candidate prepared; author confirmations pending

The editable manuscript and Markdown source preserve demonstration status. Seven editable tables retain the central supplied numerical outputs. Clinical efficacy, causal mechanism and independent validation claims have been removed. No submission or human approval occurred. This handoff is separate from the manuscript.

This is a view of the recorded evidence and decisions. Recorded human responses are reproduced, not independently authenticated. No response or approval is created by this renderer.

Decisions

D1: Confirm data provenance and the intended evidence level

Status: pending

Issue: The supplied manuscript claims a 3,420,777-person clinical cohort; REQUEST.txt identifies it as an existing ClinicalSpark demonstration. Neither a clinical provenance package nor a simulation protocol was supplied.

Recommendation: Retain the manuscript wording that these are supplied demonstration outputs. If clinical research is intended, provide a data-source description, dates, eligibility/flow, unique-person linkage/deduplication logic, provenance and reproducible analysis exports before changing the claim level.

Consequence: A nominal sample size and database table names cannot establish an independently observed or validated cohort.

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Evidence:

D2: Resolve overlapping classifications and matched population

Status: pending

Issue: Counts 2,816,907 / 585,518 / 18,352 repeat across rehabilitation and remaining-teeth categories; the last two are also reused for anatomical outputs. The impaired total is 603,870, whereas matching uses 585,518 exposed participants.

Recommendation: Supply participant-level cross-tabulations or independent aggregate exports and an exposure-specific flow. Confirm whether the 18,352 unrestored group was excluded from matching and why. Retain separate illustrative classifications meanwhile.

Consequence: The current counts must not imply that rehabilitation, tooth count and tooth position classify the same people.

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Evidence:

D3: Recover model definitions and reconcile numerical inconsistencies

Status: pending

Issue: The rehabilitation and anatomy coefficients lack complete coding/reference levels. Pre-match SMDs do not generally reproduce from displayed moments: age is about 0.435 versus reported 0.384; male sex is about 0.048 versus 0.112. The crude mortality percentage ratio is about 5.378, not HR 4.846.

Recommendation: Recover code, model formulas, contrast definitions, unrounded summaries and original model output. Confirm Cox covariates, proportional-hazards assessment, matched dependence handling, missingness and event counts. Retain numerical outputs as source-reported examples without replacing model estimates using ad hoc recalculation.

Consequence: Matching balance and clinical effect magnitudes cannot be certified from the displayed summaries.

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Evidence:

D4: Validate time and outcome definitions

Status: pending

Issue: Mortality is flagged by tenki_kbn_code = 3; ICD-10 I20–I25/I60–I69/I50 are presented as five-year incident events. Follow-up dates, time zero, censoring, prevalent-event exclusion and outcome validation are not supplied. Crude mortality and five-year survival have different implied observation windows.

Recommendation: Provide coding dictionaries, outcome validation evidence, entry and event dates, death linkage, censoring rules, at-risk tables and follow-up distributions. Align prosthetic exposure timing with time zero. Retain mortality-proxy and broad cardiovascular endpoint wording meanwhile.

Consequence: Claims of incident CVD, complete all-cause mortality ascertainment or treatment benefit would be premature.

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D5: Define mediation and validate prediction before clinical interpretation

Status: pending

Issue: The mediation effect scale, DAG, estimators, uncertainty procedure and mediator ordering are unspecified; GBDT train/test split, hyperparameters, leakage control, calibration and importance definition are absent.

Recommendation: Supply the actual DAG, exposure/mediator/outcome timing, identification assumptions, effect scale, confounders and model exports. For prediction provide subject-disjoint validation, event prevalence, threshold and CI method, calibration and comparison with a conventional-factor model. Do not assign the direct component to measured inflammation or feature importance to causal risk.

Consequence: 31.4% is not an established mediated fraction of clinical events; AUC 0.842 does not establish validated clinical performance or treatment utility.

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D6: Confirm responsible authors and declarations before any publication use

Status: pending

Issue: Only the collective author label is supplied; affiliations, responsible human authors, contributions, ethics, consent/waiver, data authorization, funding, conflicts, availability and required AI-use disclosure are unconfirmed. Two journal names appear in the source without a selected destination.

Recommendation: Retain the supplied group credit only for internal review. Obtain the actual required declarations and named responsible authors before publication use; do not insert template ethics approval, no-conflict, no-funding, or data-access claims. Select the destination and verify its current reporting requirements if journal submission is later intended.

Consequence: This is a prepared review candidate, not a submission-ready clinical manuscript.

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Sources

Checks

History

Canonical JSON SHA-256: 32baee05f0685956bfcbb201ac0139c4a6ebe2e9d76eda925af19696d432af5f