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bewestCopilot
bewest
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feat: create reports for orphaned visualizations (5 reports + 29 figures)
Created 5 new report frameworks documenting orphaned visualization directories. Each report includes all available dashboards from its visualization directory. Reports created: - autoresearch_wave2_report (6 figs) - predictive_validation_report (6 figs) - safety_analysis_report (6 figs) - unexplained_variance_report (5 figs) - parameter_recovery_report (6 figs) Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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‎docs/60-research/autoresearch_wave2_report_2026-04-22.md‎

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# AutoResearch Wave 2: Controller Integration Validation
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**Date**: 2026-04-22
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**Visualization Directory**: `visualizations/autoresearch-wave2/`
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**Figures**: 6 dashboards available
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**Status**: Visualizations generated — report framework pending
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> **NOTE**: This report framework was auto-generated to document orphaned visualization
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> dashboards. The full analysis content is pending. The visualization directory contains
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> 6 figures ready for embedding.
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## Overview
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Cross-controller consistency and integration patterns in Wave 2 research
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---
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## Visualization Dashboards
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The following 6 dashboards have been generated and are available
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for publication:
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#### Dashboard 1
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![
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Fig1 Sr Distributions
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](../../visualizations/autoresearch-wave2/fig1_sr_distributions.png)
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#### Dashboard 2
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![
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Fig2 Effective Vs Demand
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](../../visualizations/autoresearch-wave2/fig2_effective_vs_demand.png)
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#### Dashboard 3
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![
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Fig3 Event Sr Vs Isf
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](../../visualizations/autoresearch-wave2/fig3_event_sr_vs_isf.png)
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#### Dashboard 4
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![
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Fig4 Inflation Ratios
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](../../visualizations/autoresearch-wave2/fig4_inflation_ratios.png)
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#### Dashboard 5
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![
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Fig5 Per Patient Sr Isf R
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](../../visualizations/autoresearch-wave2/fig5_per_patient_sr_isf_r.png)
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#### Dashboard 6
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![
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Fig6 Summary
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](../../visualizations/autoresearch-wave2/fig6_summary.png)
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---
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## Experiment Reference
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**Related Experiments**: EXP series TBD - Wave 2 controller integration analysis
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---
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## Next Steps
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- [ ] Cross-reference experiment JSON outputs
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- [ ] Add detailed methodology section
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- [ ] Verify all figure references
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- [ ] Add quantitative findings
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- [ ] Cross-link to related reports
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**Status**: Awaiting full analysis content
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**Last Updated**: 2026-04-22
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‎docs/60-research/parameter_recovery_report_2026-04-22.md‎

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# Parameter Recovery and Identifiability Report
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**Date**: 2026-04-22
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**Visualization Directory**: `visualizations/parameter-recovery/`
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**Figures**: 6 dashboards available
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**Status**: Visualizations generated — report framework pending
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> **NOTE**: This report framework was auto-generated to document orphaned visualization
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> dashboards. The full analysis content is pending. The visualization directory contains
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> 6 figures ready for embedding.
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## Overview
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Stability and recovery of model parameters under perturbation
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---
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## Visualization Dashboards
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The following 6 dashboards have been generated and are available
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for publication:
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#### Dashboard 1
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![
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Fig1 Meal Cr
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](../../visualizations/parameter-recovery/fig1_meal_cr.png)
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#### Dashboard 2
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![
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Fig2 Cr Calibration
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](../../visualizations/parameter-recovery/fig2_cr_calibration.png)
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#### Dashboard 3
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![
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Fig3 Basal Fasting
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](../../visualizations/parameter-recovery/fig3_basal_fasting.png)
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#### Dashboard 4
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![
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Fig4 Consistency
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](../../visualizations/parameter-recovery/fig4_consistency.png)
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#### Dashboard 5
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![
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Fig5 Cross Controller
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](../../visualizations/parameter-recovery/fig5_cross_controller.png)
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#### Dashboard 6
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![
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Fig6 Summary
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](../../visualizations/parameter-recovery/fig6_summary.png)
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---
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## Experiment Reference
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**Related Experiments**: EXP series TBD - Model parameter stability assessment
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---
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## Next Steps
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- [ ] Cross-reference experiment JSON outputs
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- [ ] Add detailed methodology section
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- [ ] Verify all figure references
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- [ ] Add quantitative findings
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- [ ] Cross-link to related reports
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**Status**: Awaiting full analysis content
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**Last Updated**: 2026-04-22
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‎docs/60-research/predictive_validation_report_2026-04-22.md‎

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# Predictive Model Validation Report
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**Date**: 2026-04-22
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**Visualization Directory**: `visualizations/predictive-validation/`
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**Figures**: 6 dashboards available
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**Status**: Visualizations generated — report framework pending
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> **NOTE**: This report framework was auto-generated to document orphaned visualization
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> dashboards. The full analysis content is pending. The visualization directory contains
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> 6 figures ready for embedding.
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## Overview
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BG prediction accuracy and model validation metrics
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---
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## Visualization Dashboards
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The following 6 dashboards have been generated and are available
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for publication:
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#### Dashboard 1
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![
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Fig1 Data Quality Audit
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](../../visualizations/predictive-validation/fig1_data_quality_audit.png)
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#### Dashboard 2
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![
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Fig2 Pipeline Replication
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](../../visualizations/predictive-validation/fig2_pipeline_replication.png)
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#### Dashboard 3
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![
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Fig3 Parameter Consistency
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](../../visualizations/predictive-validation/fig3_parameter_consistency.png)
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#### Dashboard 4
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![
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Fig4 Predictive Validation
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](../../visualizations/predictive-validation/fig4_predictive_validation.png)
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#### Dashboard 5
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![
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Fig5 Correction Predictions
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](../../visualizations/predictive-validation/fig5_correction_predictions.png)
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#### Dashboard 6
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![
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Fig6 Summary
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](../../visualizations/predictive-validation/fig6_summary.png)
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---
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## Experiment Reference
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**Related Experiments**: EXP series TBD - Predictive validation across patient cohorts
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---
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## Next Steps
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- [ ] Cross-reference experiment JSON outputs
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- [ ] Add detailed methodology section
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- [ ] Verify all figure references
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- [ ] Add quantitative findings
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- [ ] Cross-link to related reports
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**Status**: Awaiting full analysis content
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**Last Updated**: 2026-04-22
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‎docs/60-research/safety_analysis_report_2026-04-22.md‎

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# Safety Analysis Synthesis Report
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**Date**: 2026-04-22
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**Visualization Directory**: `visualizations/safety-analysis/`
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**Figures**: 6 dashboards available
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**Status**: Visualizations generated — report framework pending
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> **NOTE**: This report framework was auto-generated to document orphaned visualization
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> dashboards. The full analysis content is pending. The visualization directory contains
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> 6 figures ready for embedding.
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## Overview
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TBR/TIR safety metrics and correction safety boundaries
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---
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## Visualization Dashboards
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The following 6 dashboards have been generated and are available
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for publication:
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#### Dashboard 1
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![
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Fig1 Safety Frontier
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](../../visualizations/safety-analysis/fig1_safety_frontier.png)
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#### Dashboard 2
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![
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Fig2 Hypo Characterization
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](../../visualizations/safety-analysis/fig2_hypo_characterization.png)
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#### Dashboard 3
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![
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Fig3 Hypo Temporal
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](../../visualizations/safety-analysis/fig3_hypo_temporal.png)
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#### Dashboard 4
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![
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Fig4 Prehypo Controller
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](../../visualizations/safety-analysis/fig4_prehypo_controller.png)
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#### Dashboard 5
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![
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Fig5 Iob At Hypo
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](../../visualizations/safety-analysis/fig5_iob_at_hypo.png)
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#### Dashboard 6
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![
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Fig6 Dynisf Formula
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](../../visualizations/safety-analysis/fig6_dynisf_formula.png)
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---
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## Experiment Reference
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**Related Experiments**: EXP series TBD - Comprehensive safety assessment
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---
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## Next Steps
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- [ ] Cross-reference experiment JSON outputs
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- [ ] Add detailed methodology section
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- [ ] Verify all figure references
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- [ ] Add quantitative findings
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- [ ] Cross-link to related reports
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**Status**: Awaiting full analysis content
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**Last Updated**: 2026-04-22
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