Research preview · Not medical advice · Published with Drift0r’s permission · Permission is not endorsement · Not clinician-reviewed
analysis v0.4.1evidence through 2026-08-10clinician review: not performed
analysis version v0.4.1evidence current through 2026-08-10as of 2026-08-11last reviewed 2026-08-11review status: publishedsite mode: publicationpatient approval: obtainedclinician review: not performedindexing: enabledallowlist 1.12.0
analysis version v0.4.1evidence current through 2026-08-10as of 2026-08-11last reviewed 2026-08-11review status: publishedsite mode: publicationpatient approval: obtainedclinician review: not performedindexing: enabled
Research only — not medical advice. A licensed clinician must verify all records. Full disclaimer
Pre-registered outcomes

Prediction / outcome matrix

For selected high-priority clinician questions, this matrix states in advance how a supportive, against, or inconclusive result would affect each listed hypothesis: strengthen, weaken, unchanged, or reframe. It does not predict a diagnosis, invent thresholds, or order tests.

Standing limits

Research instrument only. A licensed clinician decides whether any question is worth asking and how to interpret real results. Analysis version v0.4.1 · evidence current through 2026-08-10 · as of 2026-08-11.

All clinician questions · How this could be wrong

strengthenweakenunchangedreframe
CQ-001
Would paired bone formation markers (P1NP, bone-specific ALP ± osteocalcin), interpreted with preanalytical standards, help classify turnover before any long-term bone-agent class discussion?
Pre-registered qualitative outcomes for CQ-001. Not a diagnostic scorecard.
HypothesisIf result supports the research question’s intended signalIf result argues against that signalIf inconclusive / unavailable
H3strengthenweakenunchanged
H2reframeunchangedunchanged
H-NULLweakenstrengthenunchanged
CQ-002
On the next same-scanner DXA, can age-appropriate Z-scores be reported and can hip BMD change be interpreted against a facility-derived LSC? If vertebral fracture assessment (VFA) is considered, does the patient meet formal indication criteria rather than low BMD alone? Trabecular bone score (TBS), if discussed, is per ISCD generally for ages ≥40 with male fracture-risk evidence primarily studied above age 50 — this patient is ~38, so is TBS applicable now, or better deferred?
Pre-registered qualitative outcomes for CQ-002. Not a diagnostic scorecard.
HypothesisIf result supports the research question’s intended signalIf result argues against that signalIf inconclusive / unavailable
H2strengthenweakenunchanged
H1strengthenunchangedunchanged
H-NULLweakenstrengthenunchanged
CQ-003
Is controlled calcium-flux phenotyping (sodium-aware 24h urine with stone profile + fasting urine Ca/Cr + paired serum Ca/PTH/PO4) appropriate to classify hypercalciuria mechanism?
Pre-registered qualitative outcomes for CQ-003. Not a diagnostic scorecard.
HypothesisIf result supports the research question’s intended signalIf result argues against that signalIf inconclusive / unavailable
H3strengthenweakenunchanged
CQ-005
Can high-sensitivity peripheral-blood KIT D816V testing be performed with specimen, method, and limit of detection documented?
Pre-registered qualitative outcomes for CQ-005. Not a diagnostic scorecard.
HypothesisIf result supports the research question’s intended signalIf result argues against that signalIf inconclusive / unavailable
H1strengthenweakenunchanged
H-NULLweakenstrengthenunchanged
CQ-009
If infection is re-adjudicated, are reference Babesia thin smear + PCR during symptoms and Bartonella culture/PCR/IFA (or tissue only if a safe target exists) the appropriate instruments — rather than IgM churn or post-antibiotic FISH as primary adjudicators?
Pre-registered qualitative outcomes for CQ-009. Not a diagnostic scorecard.
HypothesisIf result supports the research question’s intended signalIf result argues against that signalIf inconclusive / unavailable
H4strengthenweakenunchanged
H-NULLweakenstrengthenunchanged
What this page does not do
  • It does not name a diagnosis or preferred treatment.
  • It does not turn research questions into test orders or consumer instructions.
  • It does not assign numeric probabilities or post-hoc re-rank scores after results arrive.