Claims from this analysis should be evaluated across APOE, AD, tau, amyloid; pooled effects are insufficient when causal direction, cell state, genotype, benchmark leakage, or reproducibility risks can dominate the result.
Claims from this analysis should be evaluated across LRP1, AD, tau, amyloid; pooled effects are insufficient when causal direction, cell state, genotype, benchmark leakage, or reproducibility risks can dominate the result.
Convergent vs Divergent Predictions
This summary checks where the selected hypotheses point toward the same target or mechanism, and where they pull in opposite directions.
ADUnspecified Mechanismneurodegeneration
Convergent signals
AD recurs across 2 selected hypotheses with aligned directionality in unspecified mechanism.
Divergent signals
No direct polarity conflicts detected among the selected hypotheses.
Verdict Summary
11/11
dimensions won
Stratified falsifiers should govern AD M
11/11
dimensions won
Stratified falsifiers should govern AD M
Radar Chart — 10 Dimensions
Score Comparison Bars
Mechanistic
0.61
0.61
Evidence
0.54
0.54
Novelty
0.59
0.59
Feasibility
0.74
0.74
Impact
0.50
0.50
Druggability
0.43
0.43
Safety
0.59
0.59
Competition
0.53
0.53
Data
0.68
0.68
Reproducible
0.70
0.70
KG Connect
0.50
0.50
Score Breakdown
Dimension
Stratified falsifiers should g
Stratified falsifiers should g
Mechanistic
0.610
0.610
Evidence
0.540
0.540
Novelty
0.590
0.590
Feasibility
0.740
0.740
Impact
0.500
0.500
Druggability
0.430
0.430
Safety
0.590
0.590
Competition
0.530
0.530
Data
0.680
0.680
Reproducible
0.700
0.700
KG Connect
0.500
0.500
Evidence
Stratified falsifiers should govern AD Master Plan preregist
No evidence citations yet
Stratified falsifiers should govern AD Master Plan preregist
No evidence citations yet
Debate Excerpts
Stratified falsifiers should govern AD Master Plan
4 rounds · quality: 0.64
Theorist
Theorist position for analysis AD-MASTER-PLAN-APOE-20260428030754: AD Master Plan preregistration: APOE
Context: Preregistered claim: APOE4-driven lipid dysregulation and synaptic phagocytosis drive ...
Skeptic
Skeptic critique for analysis AD-MASTER-PLAN-APOE-20260428030754: AD Master Plan preregistration: APOE
The analysis question is substantive, but the current record does not by itself prove the claim....
Domain Expert
Domain expert assessment for analysis AD-MASTER-PLAN-APOE-20260428030754: AD Master Plan preregistration: APOE
The practical path is staged. Stage 1 should lock the data inputs, covariates, and endpo...
Synthesizer
{
"ranked_hypotheses": [
{
"title": "APOE4 lipid dysregulation and synaptic phagocytosis as early drivers of AD pathology requires proximal validation",
"description": "The debate su...
Stratified falsifiers should govern AD Master Plan
4 rounds · quality: 0.64
Theorist
Theorist position for analysis AD-MASTER-PLAN-LRP1-20260428030757: AD Master Plan preregistration: LRP1
Context: Preregistered claim: LRP1-mediated tau uptake disruption in neurons initiates the earl...
Skeptic
Skeptic critique for analysis AD-MASTER-PLAN-LRP1-20260428030757: AD Master Plan preregistration: LRP1
The analysis question is substantive, but the current record does not by itself prove the claim....
Domain Expert
Domain expert assessment for analysis AD-MASTER-PLAN-LRP1-20260428030757: AD Master Plan preregistration: LRP1
The practical path is staged. Stage 1 should lock the data inputs, covariates, and endpo...
Synthesizer
{
"ranked_hypotheses": [
{
"title": "LRP1-mediated tau uptake disruption as an initiator of early tau propagation requires proximal validation",
"description": "The debate supports c...