ModeRatioPrediction

formal source

 110  modality : String := "EEG_coherence"
 111
 112/-- Predictions for mode ratios by state -/
 113structure ModeRatioPrediction where
 114  state : ConsciousnessState
 115  /-- Expected M2/M4 ratio range (low bound) -/
 116  ratio_low : ℝ
 117  /-- Expected M2/M4 ratio range (high bound) -/
 118  ratio_high : ℝ
 119  /-- Prediction confidence -/
 120  confidence : ℝ := 0.95
 121
 122/-- The predicted mode ratios for each state -/
 123def modeRatioPredictions : List ModeRatioPrediction :=
 124  [⟨.flow, 1.5, 3.0, 0.95⟩,        -- High M2/M4 in flow
 125   ⟨.analytical, 0.3, 0.8, 0.95⟩,  -- Low M2/M4 in analytical
 126   ⟨.meditation, 0.9, 1.1, 0.95⟩,  -- Balanced in meditation
 127   ⟨.baseline, 0.8, 1.2, 0.90⟩]    -- Variable at baseline
 128
 129/-- Check if measured ratio falls in predicted range -/
 130noncomputable def ratioInRange (pred : ModeRatioPrediction) (measured : ℝ) : Bool :=
 131  pred.ratio_low ≤ measured && measured ≤ pred.ratio_high
 132
 133/-! ## Healing Study Predictions -/
 134
 135/-- Distance-independent healing study protocol -/
 136structure HealingProtocol where
 137  /-- Number of healer-patient pairs -/
 138  n_pairs : ℕ := 50
 139  /-- Distances to test (meters) -/
 140  distances : List ℝ := [1, 10, 100, 1000, 10000]
 141  /-- Blinding: healer knows when sending, patient does not -/
 142  double_blind_patient : Bool := true
 143  /-- Outcome measures -/