{
  "input_reports": [
    {
      "band_key": "mu",
      "label": "Mu 8-13 Hz",
      "folder": "20260705_ASR10_FIR0p5_正常人_C3C4Cz_Mu濾波後相對熵類特徵"
    },
    {
      "band_key": "lowbeta",
      "label": "Low beta 13-20 Hz",
      "folder": "20260705_ASR10_FIR0p5_正常人_C3C4Cz_LowBeta濾波後相對熵類特徵"
    },
    {
      "band_key": "highbeta",
      "label": "High beta 20-30 Hz",
      "folder": "20260705_ASR10_FIR0p5_正常人_C3C4Cz_HighBeta濾波後相對熵類特徵"
    }
  ],
  "features": [
    {
      "key": "sample_entropy",
      "title": "相對樣本熵"
    },
    {
      "key": "fuzzy_entropy",
      "title": "相對模糊熵"
    },
    {
      "key": "permutation_entropy",
      "title": "相對排列熵"
    },
    {
      "key": "multiscale_entropy",
      "title": "相對多尺度熵"
    },
    {
      "key": "refined_composite_multiscale_entropy",
      "title": "相對精細複合多尺度熵"
    },
    {
      "key": "dispersion_entropy",
      "title": "相對分散熵"
    },
    {
      "key": "spectral_entropy",
      "title": "相對頻譜熵"
    },
    {
      "key": "svd_entropy",
      "title": "相對SVD 熵"
    },
    {
      "key": "differential_entropy",
      "title": "相對差分熵"
    },
    {
      "key": "wavelet_entropy",
      "title": "相對小波熵"
    }
  ],
  "contrasts": [
    {
      "key": "left_c4_minus_c3",
      "title": "左腳 C4-C3",
      "family": "通道側化",
      "mode": "paired_channel",
      "params": {
        "condition": "left",
        "plus": "C4",
        "minus": "C3"
      },
      "expected": "左腳若偏對側，C4-C3 應較正"
    },
    {
      "key": "right_c3_minus_c4",
      "title": "右腳 C3-C4",
      "family": "通道側化",
      "mode": "paired_channel",
      "params": {
        "condition": "right",
        "plus": "C3",
        "minus": "C4"
      },
      "expected": "右腳若偏對側，C3-C4 應較正"
    },
    {
      "key": "rest_c4_minus_c3",
      "title": "Rest C4-C3",
      "family": "通道側化",
      "mode": "paired_channel",
      "params": {
        "condition": "rest",
        "plus": "C4",
        "minus": "C3"
      },
      "expected": "Rest 側化應接近 0"
    },
    {
      "key": "left_right_c4c3_gap",
      "title": "左腳(C4-C3)-右腳(C4-C3)",
      "family": "左右腳側化差",
      "mode": "between_derived",
      "params": {
        "condition_a": "left",
        "condition_b": "right",
        "plus": "C4",
        "minus": "C3"
      },
      "expected": "左腳與右腳若有相反側化，此值應較正"
    },
    {
      "key": "contra_ipsi_mean",
      "title": "對側-同側合併",
      "family": "左右腳側化差",
      "mode": "composite_contra",
      "params": {},
      "expected": "平均左腳(C4-C3)與右腳(C3-C4)，應較正"
    },
    {
      "key": "left_rest_c3",
      "title": "左腳-Rest C3",
      "family": "任務-Rest",
      "mode": "between_condition",
      "params": {
        "condition_a": "left",
        "condition_b": "rest",
        "channel": "C3"
      },
      "expected": "左腳相對 Rest 在 C3 的變化"
    },
    {
      "key": "left_rest_c4",
      "title": "左腳-Rest C4",
      "family": "任務-Rest",
      "mode": "between_condition",
      "params": {
        "condition_a": "left",
        "condition_b": "rest",
        "channel": "C4"
      },
      "expected": "左腳相對 Rest 在 C4 的變化"
    },
    {
      "key": "left_rest_cz",
      "title": "左腳-Rest Cz",
      "family": "任務-Rest",
      "mode": "between_condition",
      "params": {
        "condition_a": "left",
        "condition_b": "rest",
        "channel": "Cz"
      },
      "expected": "左腳相對 Rest 在 Cz 的變化"
    },
    {
      "key": "right_rest_c3",
      "title": "右腳-Rest C3",
      "family": "任務-Rest",
      "mode": "between_condition",
      "params": {
        "condition_a": "right",
        "condition_b": "rest",
        "channel": "C3"
      },
      "expected": "右腳相對 Rest 在 C3 的變化"
    },
    {
      "key": "right_rest_c4",
      "title": "右腳-Rest C4",
      "family": "任務-Rest",
      "mode": "between_condition",
      "params": {
        "condition_a": "right",
        "condition_b": "rest",
        "channel": "C4"
      },
      "expected": "右腳相對 Rest 在 C4 的變化"
    },
    {
      "key": "right_rest_cz",
      "title": "右腳-Rest Cz",
      "family": "任務-Rest",
      "mode": "between_condition",
      "params": {
        "condition_a": "right",
        "condition_b": "rest",
        "channel": "Cz"
      },
      "expected": "右腳相對 Rest 在 Cz 的變化"
    },
    {
      "key": "left_right_c3",
      "title": "左腳-右腳 C3",
      "family": "左腳-右腳",
      "mode": "between_condition",
      "params": {
        "condition_a": "left",
        "condition_b": "right",
        "channel": "C3"
      },
      "expected": "左腳相對右腳在 C3 的差異"
    },
    {
      "key": "left_right_c4",
      "title": "左腳-右腳 C4",
      "family": "左腳-右腳",
      "mode": "between_condition",
      "params": {
        "condition_a": "left",
        "condition_b": "right",
        "channel": "C4"
      },
      "expected": "左腳相對右腳在 C4 的差異"
    },
    {
      "key": "left_right_cz",
      "title": "左腳-右腳 Cz",
      "family": "左腳-右腳",
      "mode": "between_condition",
      "params": {
        "condition_a": "left",
        "condition_b": "right",
        "channel": "Cz"
      },
      "expected": "左腳相對右腳在 Cz 的差異"
    },
    {
      "key": "left_cz_minus_c34",
      "title": "左腳 Cz-mean(C3,C4)",
      "family": "中央優勢",
      "mode": "central_dominance",
      "params": {
        "condition": "left"
      },
      "expected": "腳部任務若偏中央，此值可能較正"
    },
    {
      "key": "right_cz_minus_c34",
      "title": "右腳 Cz-mean(C3,C4)",
      "family": "中央優勢",
      "mode": "central_dominance",
      "params": {
        "condition": "right"
      },
      "expected": "腳部任務若偏中央，此值可能較正"
    },
    {
      "key": "rest_cz_minus_c34",
      "title": "Rest Cz-mean(C3,C4)",
      "family": "中央優勢",
      "mode": "central_dominance",
      "params": {
        "condition": "rest"
      },
      "expected": "Rest 中央優勢應接近 0"
    }
  ],
  "bootstrap_n": 1200,
  "split_half_n": 800,
  "decision_rule": {
    "strong": "CI excludes zero, |group dz| >= 0.50, subject direction consistency >= 0.70, median split-half sign agreement >= 0.70",
    "tentative": "|group dz| >= 0.35, subject direction consistency >= 0.60, median split-half sign agreement >= 0.60"
  },
  "judgement": {
    "strong_count": 24,
    "tentative_count": 47,
    "unstable_count": 439,
    "strong_task_rest_count": 16,
    "strong_lateral_count": 2,
    "conclusion": "有少數相對熵候選同時達到跨受試者 CI 不跨 0、方向一致與 split-half 穩定；但仍應回到單一受試者圖檢查是否由少數人主導。",
    "best_sentence": "最前面的候選是 High beta 20-30 Hz 相對差分熵 的「左腳-Rest C4」，group dz=-1.426，方向一致=1.000，split-half=0.961。",
    "lateral_sentence": "真正屬於左右腳側化差的 strong 候選只有 2 個；目前主要是 Mu 相對頻譜熵，而且 group mean 為負，和原本「對側-同側為正」的直覺假設不同，所以不建議把它解讀成穩定對側側化。",
    "multiscale_sentence": "相對多尺度熵最前面的候選是 High beta 20-30 Hz 的「左腳-Rest C3」，判定為 unstable，group dz=1.199，split-half=0.582；這表示它有平均差異，但單一受試者內的半切穩定性不足。",
    "best": {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "differential_entropy",
      "feature_title": "相對差分熵",
      "contrast_key": "left_rest_c4",
      "contrast_title": "左腳-Rest C4",
      "contrast_family": "任務-Rest",
      "group_mean": -0.08788168438191155,
      "group_sd": 0.06162855356016248,
      "group_ci_low": -0.12826082913483802,
      "group_ci_high": -0.05493987797184811,
      "group_dz": -1.425989728870084,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 1.0,
      "median_split_half_sign_agreement": 0.9612499999999999,
      "median_bootstrap_sign_consistency": 0.9779166666666667,
      "median_abs_subject_effect": 0.31145387530480445,
      "n_subjects": 10,
      "reliability_score": 1.3707326268763682,
      "decision": "strong"
    },
    "best_multiscale": {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "multiscale_entropy",
      "feature_title": "相對多尺度熵",
      "contrast_key": "left_rest_c3",
      "contrast_title": "左腳-Rest C3",
      "contrast_family": "任務-Rest",
      "group_mean": 0.036920243229502735,
      "group_sd": 0.030780901041586053,
      "group_ci_low": 0.02030829699544094,
      "group_ci_high": 0.055665915332556264,
      "group_dz": 1.1994529718159392,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 1.0,
      "median_split_half_sign_agreement": 0.5818749999999999,
      "median_bootstrap_sign_consistency": 0.8079166666666666,
      "median_abs_subject_effect": 0.1153096541303398,
      "n_subjects": 10,
      "reliability_score": 0.6979316979753996,
      "decision": "unstable"
    }
  },
  "top_candidates": [
    {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "differential_entropy",
      "feature_title": "相對差分熵",
      "contrast_key": "left_rest_c4",
      "contrast_title": "左腳-Rest C4",
      "contrast_family": "任務-Rest",
      "group_mean": -0.08788168438191155,
      "group_sd": 0.06162855356016248,
      "group_ci_low": -0.12826082913483802,
      "group_ci_high": -0.05493987797184811,
      "group_dz": -1.425989728870084,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 1.0,
      "median_split_half_sign_agreement": 0.9612499999999999,
      "median_bootstrap_sign_consistency": 0.9779166666666667,
      "median_abs_subject_effect": 0.31145387530480445,
      "n_subjects": 10,
      "reliability_score": 1.3707326268763682,
      "decision": "strong"
    },
    {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "differential_entropy",
      "feature_title": "相對差分熵",
      "contrast_key": "left_rest_cz",
      "contrast_title": "左腳-Rest Cz",
      "contrast_family": "任務-Rest",
      "group_mean": -0.10427368331616257,
      "group_sd": 0.090814956176753,
      "group_ci_low": -0.16065092450487853,
      "group_ci_high": -0.056643673501894996,
      "group_dz": -1.148199456411286,
      "group_ci_excludes_zero": true,
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      "median_split_half_sign_agreement": 0.99125,
      "median_bootstrap_sign_consistency": 0.9945833333333334,
      "median_abs_subject_effect": 0.37912041737132907,
      "n_subjects": 10,
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      "decision": "strong"
    },
    {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "differential_entropy",
      "feature_title": "相對差分熵",
      "contrast_key": "right_rest_c4",
      "contrast_title": "右腳-Rest C4",
      "contrast_family": "任務-Rest",
      "group_mean": -0.08428316431214881,
      "group_sd": 0.07362942927777649,
      "group_ci_low": -0.1302137293014723,
      "group_ci_high": -0.04497236154728961,
      "group_dz": -1.1446939781942318,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 1.0,
      "median_split_half_sign_agreement": 0.9824999999999999,
      "median_bootstrap_sign_consistency": 0.9908333333333333,
      "median_abs_subject_effect": 0.33476247904282774,
      "n_subjects": 10,
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      "decision": "strong"
    },
    {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "spectral_entropy",
      "feature_title": "相對頻譜熵",
      "contrast_key": "right_rest_c3",
      "contrast_title": "右腳-Rest C3",
      "contrast_family": "任務-Rest",
      "group_mean": 0.008056347679820264,
      "group_sd": 0.006070958934524616,
      "group_ci_low": 0.004604422291028958,
      "group_ci_high": 0.011523150844335903,
      "group_dz": 1.3270305015580068,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 1.0,
      "median_split_half_sign_agreement": 0.78125,
      "median_bootstrap_sign_consistency": 0.8916666666666666,
      "median_abs_subject_effect": 0.17261337492465773,
      "n_subjects": 10,
      "reliability_score": 1.036742579342193,
      "decision": "strong"
    },
    {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "differential_entropy",
      "feature_title": "相對差分熵",
      "contrast_key": "left_rest_c3",
      "contrast_title": "左腳-Rest C3",
      "contrast_family": "任務-Rest",
      "group_mean": -0.08409022594226624,
      "group_sd": 0.07758302536511179,
      "group_ci_low": -0.13417732335596028,
      "group_ci_high": -0.0453488143221924,
      "group_dz": -1.0838740245888976,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 1.0,
      "median_split_half_sign_agreement": 0.895,
      "median_bootstrap_sign_consistency": 0.9504166666666667,
      "median_abs_subject_effect": 0.2361952632369596,
      "n_subjects": 10,
      "reliability_score": 0.9700672520070633,
      "decision": "strong"
    },
    {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "svd_entropy",
      "feature_title": "相對SVD 熵",
      "contrast_key": "right_rest_cz",
      "contrast_title": "右腳-Rest Cz",
      "contrast_family": "任務-Rest",
      "group_mean": 0.0032474429547824776,
      "group_sd": 0.002310118741271596,
      "group_ci_low": 0.0018504889196371238,
      "group_ci_high": 0.00459500559040451,
      "group_dz": 1.4057472011135388,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 1.0,
      "median_split_half_sign_agreement": 0.683125,
      "median_bootstrap_sign_consistency": 0.83,
      "median_abs_subject_effect": 0.1399031814360032,
      "n_subjects": 10,
      "reliability_score": 0.9603010567606861,
      "decision": "tentative"
    },
    {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "differential_entropy",
      "feature_title": "相對差分熵",
      "contrast_key": "right_rest_cz",
      "contrast_title": "右腳-Rest Cz",
      "contrast_family": "任務-Rest",
      "group_mean": -0.1043588002208466,
      "group_sd": 0.09617917682853976,
      "group_ci_low": -0.16524853114983598,
      "group_ci_high": -0.052654947930832474,
      "group_dz": -1.0850456789299496,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 0.9,
      "median_split_half_sign_agreement": 0.9637500000000001,
      "median_bootstrap_sign_consistency": 0.9841666666666666,
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      "n_subjects": 10,
      "reliability_score": 0.9411414957618652,
      "decision": "strong"
    },
    {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "svd_entropy",
      "feature_title": "相對SVD 熵",
      "contrast_key": "left_rest_cz",
      "contrast_title": "左腳-Rest Cz",
      "contrast_family": "任務-Rest",
      "group_mean": 0.0037216466821468654,
      "group_sd": 0.0027902545173994313,
      "group_ci_low": 0.002033768763333942,
      "group_ci_high": 0.005467061629421856,
      "group_dz": 1.3338018660804853,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 0.9,
      "median_split_half_sign_agreement": 0.7825,
      "median_bootstrap_sign_consistency": 0.8875,
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      "n_subjects": 10,
      "reliability_score": 0.9393299641871818,
      "decision": "strong"
    },
    {
      "band_key": "mu",
      "band_label": "Mu 8-13 Hz",
      "feature_key": "permutation_entropy",
      "feature_title": "相對排列熵",
      "contrast_key": "left_rest_c4",
      "contrast_title": "左腳-Rest C4",
      "contrast_family": "任務-Rest",
      "group_mean": -0.004094746885254606,
      "group_sd": 0.003934842294025013,
      "group_ci_low": -0.006380772108064086,
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      "group_dz": -1.0406381194673051,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 0.8,
      "median_split_half_sign_agreement": 0.8631249999999999,
      "median_bootstrap_sign_consistency": 0.9383333333333332,
      "median_abs_subject_effect": 0.21465986810018411,
      "n_subjects": 10,
      "reliability_score": 0.7185606214921741,
      "decision": "strong"
    },
    {
      "band_key": "highbeta",
      "band_label": "High beta 20-30 Hz",
      "feature_key": "multiscale_entropy",
      "feature_title": "相對多尺度熵",
      "contrast_key": "left_rest_c3",
      "contrast_title": "左腳-Rest C3",
      "contrast_family": "任務-Rest",
      "group_mean": 0.036920243229502735,
      "group_sd": 0.030780901041586053,
      "group_ci_low": 0.02030829699544094,
      "group_ci_high": 0.055665915332556264,
      "group_dz": 1.1994529718159392,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 1.0,
      "median_split_half_sign_agreement": 0.5818749999999999,
      "median_bootstrap_sign_consistency": 0.8079166666666666,
      "median_abs_subject_effect": 0.1153096541303398,
      "n_subjects": 10,
      "reliability_score": 0.6979316979753996,
      "decision": "unstable"
    },
    {
      "band_key": "mu",
      "band_label": "Mu 8-13 Hz",
      "feature_key": "fuzzy_entropy",
      "feature_title": "相對模糊熵",
      "contrast_key": "right_rest_c4",
      "contrast_title": "右腳-Rest C4",
      "contrast_family": "任務-Rest",
      "group_mean": -0.010852725509442366,
      "group_sd": 0.011324037364630448,
      "group_ci_low": -0.017906638907509497,
      "group_ci_high": -0.004943406472157441,
      "group_dz": -0.9583795213657472,
      "group_ci_excludes_zero": true,
      "subject_sign_consistency": 0.9,
      "median_split_half_sign_agreement": 0.785,
      "median_bootstrap_sign_consistency": 0.8941666666666667,
      "median_abs_subject_effect": 0.17921589542470467,
      "n_subjects": 10,
      "reliability_score": 0.6770951318449004,
      "decision": "strong"
    },
    {
      "band_key": "lowbeta",
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