Track Lab / Research Desk
{{ latestLoadedDate ? ('Latest loaded digest — ' + latestLoadedDate) : 'Live coaching board' }}
Track & field research digest

Research you can use at the moment a coach has to decide.

Built like a briefing table, not a paper pile: scan what the study suggests, what decision it informs, who it fits, how strong the evidence is, whether access is open, and where WADA or safety notes should slow implementation down.
Research triage, not a prescription
Track Lab is educational research support for coaching conversations. It is not medical, legal, anti-doping, nutrition, rehabilitation, or individualized training advice. Verify protocols, WADA status, safety risks, and athlete fit with qualified professionals and official sources before implementation.
01 / Read fast
Takeaway first
Every dossier opens with the practical coaching signal and the decision it actually helps you make.
02 / Judge trust
Evidence in plain view
Evidence type, fit, confidence, and access are surfaced before you spend time on any deep read.
03 / Act carefully
Safety is not buried
WADA, global safety notes, and implementation caution stay attached to the recommendation itself.
Filter the board
Search by headline, takeaway, decision, or citation. Layer event groups only when you want a narrow coaching slice, then verify the source before changing training.
{{ shownItems.length }} visible {{ dashboardStats.filtered }} in scope {{ eventFilters.length }} filters active
{{ error }}
No items match your current search and event filters.
{{ item.date_local }} {{ prettyEvidence(item.evidence && item.evidence.evidence_type) }} {{ prettyOA(item.open_access && item.open_access.status) }} {{ prettyWada(item.wada && item.wada.status) }}
mdi-share-variant mdi-file-pdf-box mdi-comment-text-outline
{{ safe(item.headline) || "Untitled" }}
Study finding → coaching inference
{{ safe(item.coach_takeaway_one_sentence) || "—" }}
Coaching decision to verify
{{ safe(item.what_decision_this_helps) || "—" }}
Educational research triage only. Do not use this dossier as medical, legal, anti-doping, nutrition, rehabilitation, or individualized training advice. Review the full source, athlete context, and current official rules before implementation. High-risk WADA note: informational only. Do not implement protocols from this item unless official WADA, federation/NADO rules, and qualified professional review confirm legality and safety.
mdi-tag-outline Athlete / event fit
Event groups to verify
{{ prettyEvent(evr) }}
mdi-account-group-outline Athlete fit
Who it may fit
{{ lvl }}
{{ item.who_it_fits.age_band }}
{{ item.who_it_fits.sex }}
{{ safe(item.who_it_fits && item.who_it_fits.notes) || "—" }}
mdi-format-list-bulleted Study finding
Key findings from the source
  • {{ safe(finding) }}
mdi-microscope Evidence strength
Evidence snapshot and limitations
Study design: {{ safe(item.evidence && item.evidence.study_design_summary) || "—" }}
Why we trust it: {{ safe(item.evidence && item.evidence.why_we_trust_it) || "—" }}
Main limitations: {{ safe(item.evidence && item.evidence.main_limitations) || "—" }}
Separate the study result from the coaching inference. Population, event, season timing, injury status, and training history can change whether this applies.
mdi-shield-outline Safety / WADA check
Guardrails before implementation
WADA: {{ prettyWada(item.wada && item.wada.status) }} — {{ safe(item.wada && item.wada.notes) || "—" }}
Open access: {{ prettyOA(item.open_access && item.open_access.status) }} — {{ safe(item.open_access && item.open_access.access_notes) || "—" }}
Anti-doping status can change by substance, method, dose, route, timing, jurisdiction, and athlete level. Verify the current WADA Prohibited List and relevant federation/NADO rules before acting.
Global safety notes (that day):
  • {{ safe(note) }}
mdi-speedometer Confidence legend
Why that score
{{ safe(item.confidence.why) || "—" }}
Score drivers include study design, sample/population fit, event relevance, limitations, replication support, feasibility, access, and safety/WADA uncertainty. It is not proof of individualized effectiveness.
mdi-clipboard-text-outline Implementation notes
Evidence-gated coaching considerations
Treat these as implementation notes to verify, not prescriptions. Use qualified coaching/medical review, informed consent where appropriate, conservative dosing, and stop rules before changing training. No action plan listed for this item.
{{ safe(ap.action) || "Action" }}
Dose/setup: {{ safe(ap.dose_or_setup) || "—" }}
When: {{ safe(ap.when_to_use) || "—" }}
Avoid: {{ safe(ap.who_should_not) || "—" }}
Track: {{ safe(ap.what_to_track) || "—" }}
mdi-rocket-launch-outline Optional pilot
Supervised low-risk pilot idea
Optional pilot only. Keep it low-risk, legal, age-appropriate, supervised, and reversible; stop if pain, abnormal fatigue, adverse symptoms, or compliance concerns appear.
Idea: {{ safe(item.novel_application_pilot && item.novel_application_pilot.idea) || "—" }}
Why defensible: {{ safe(item.novel_application_pilot && item.novel_application_pilot.why_it_is_novel_but_defensible) || "—" }}
Duration: {{ safe(item.novel_application_pilot && item.novel_application_pilot.pilot_duration) || "—" }}
Protocol: {{ safe(item.novel_application_pilot && item.novel_application_pilot.pilot_protocol) || "—" }}
Success metric: {{ safe(item.novel_application_pilot && item.novel_application_pilot.success_metric) || "—" }}
Stop rules: {{ safe(item.novel_application_pilot && item.novel_application_pilot.stop_rules) || "—" }}
mdi-book-open-page-variant-outline Citations
Source links and study records
Source-first review recommended. Use the citation or study record to verify methods, sample, outcomes, conflicts, and applicability before implementation. No citations provided for this item. {{ safe(cit.title) }} {{ safe(cit.doi_or_pmid) }} • {{ safe(cit.journal_or_org) }} • {{ cit.year }} mdi-open-in-new
mdi-comment-text-outline Comments
Discussion
Open notes and reactions for this entry. Do not post private athlete health details, supplement use, or identifiable minors.
mdi-share-variant Share mdi-file-pdf-box PDF Collapse
{{ loadMoreLabel }}
End of loaded history.
 {{ snack.text }}