{ "accessibility": { "plain_language_summary": "Transportation is a measured exposure: duration, intensity, persistence, accumulation, and within-ride trajectory remain separate.", "prospective_transport_summary": "Corrected October 2 prospective telemetry compared with, but not added to, the frozen 59-ride reference.", "sample_counts_visible": true, "screen_reader_summary": "Transportation is a measured exposure: duration, intensity, persistence, accumulation, and within-ride trajectory remain separate.", "table_available": true, "units_visible": true }, "approved_values": { "analysis_ids": [ "IB-01", "VTB-01", "BCT-01", "ST-01", "TRANSPORT-BURDEN-01", "VIS-MOB-01", "TRANSPORT-PHYSIO-MECH-01", "MOBILITY-AI-EVIDENCE", "TRANSPORT-CONTEXT-01", "OCT02-PSP-PROSPECTIVE-TRANSPORT-V1", "TRANSPORT-HR-CONTEXT-01" ], "bct01": { "acceleration_range_g": "±16 g", "advancement_gate": "BODY_COUPLING_TRANSFER_MEASURED only after reproducible synchronized evidence", "bct_executed": false, "evidence_tier": "FUTURE EXPERIMENT", "independent_unit": "session/date", "recommended_design": "BCT_INTERMEDIATE", "sample_rate_hz": 200, "status": "DESIGN_COMPLETE_EXPERIMENT_NOT_EXECUTED", "timing_acceptance_ms": 20, "transfer_chain": [ "vehicle/frame", "seat/interface", "body", "physiology", "timed subjective state" ] }, "contract": "biomechanics_publication_evidence.v1", "historical_context": "IB-01 and companion analyses retain their original populations. Completed cumulative Mall-vs-Walking results supersede the headline primary endpoint comparisons at /evidence/final-triplet/; other analyses retain their own scope.", "ib01": { "classification": "Functional distance collapses while vertical RMS and jerk rise on every eligible paired date. Shock-spike rate supports the same broad direction but retains ST-01 temporal magnitude qualification.", "fixed_reference_event_density": { "N": 25, "bootstrap_95CI": [ 17.823870829839358, 19.430917065622385 ], "direction_count": 25, "evidence_tier": "RETROSPECTIVE MORPHOLOGY", "mall_median": 0.4217432052483599, "unit": "events/min", "walking_median": 19.304347826086957, "walking_minus_mall": 18.836367079319242 }, "function_mechanics_classification": "FUNCTION_MECHANICS_CONVERGENCE_SUPPORTED", "longitudinal": { "activity_N": 598, "date_N": 589, "evidence_tier": "LONGITUDINAL SUPPORT", "median_distance_miles": 11.470885031416525, "years": [ 2020, 2021, 2022, 2023, 2024, 2025, 2026 ] }, "magnitude_jerk": { "N": 44, "bootstrap_95CI": [ 0.613160916144127, 0.659602090458441 ], "direction_count": 44, "evidence_tier": "PRIMARY_BIOMECHANICAL", "mall_median": 0.643500436286534, "robustness": "ROBUST_ACROSS_METHODS", "unit": "g/s", "walking_median": 1.2847360442694744, "walking_minus_mall": 0.6370384055624052 }, "overall_classification": "BALLISTIC_LOADING_SIGNATURE_SUPPORTED", "pareto": { "core": { "N": 43, "direction_count": 43 }, "evidence_tier": "ROBUST SUPPORTING", "with_shock": { "N": 43, "direction_count": 38 } }, "pt": { "classification": "PT_DISTINCT_FUNCTIONAL_SKATING_STATE", "distance": { "bootstrap_95CI": [ 1.6525366857551897, 1.6867742384474667 ], "bootstrap_unit": "triplet/date", "eligible_N": 44, "known_metadata_exclusion": null, "left_higher_count": 0, "left_median": 0.14182797462817148, "median_paired_difference_right_minus_left": 1.668319514038018, "no_imputation": true, "right_higher_count": 44, "right_higher_fraction": 1.0, "right_median": 1.8118873280044538, "status": "PASS", "tie_count": 0 }, "evidence_tier": "PRIMARY CONFIRMATORY", "shock_rate_temporal_status": "FULL_CORPUS_SUPPORTED_TEMPORALLY_UNSTABLE" }, "shock_taxonomy": { "adaptive_mad_counter_result_preserved": true, "distinct_metrics": [ "shock-spike rate", "MAD-based impact rate", "fixed-reference event density", "cumulative dynamic shock", "cluster rate" ], "explanation": "The two counts use different within-activity thresholds. A broadly elevated Walking distribution can raise its own median-plus-MAD threshold and yield fewer counted local maxima even while RMS, jerk, dose, and the mean-plus-SD shock count increase." }, "tails": { "N": 25, "direction_count": 25, "evidence_tier": "RETROSPECTIVE MORPHOLOGY", "metrics": { "p90_g": { "N": 25, "direction_count": 25, "unit": "g", "walking_minus_mall": 0.1926550153070415 }, "p95_g": { "N": 25, "direction_count": 25, "unit": "g", "walking_minus_mall": 0.24548381296791477 }, "p99_9_g": { "N": 25, "direction_count": 25, "unit": "g", "walking_minus_mall": 0.3445074122414462 }, "p99_g": { "N": 25, "direction_count": 25, "unit": "g", "walking_minus_mall": 0.31231218957176565 } } }, "vertical_rms": { "N": 44, "bootstrap_95CI": [ 0.08271296564444763, 0.08596070145768875 ], "direction_count": 44, "evidence_tier": "PRIMARY_BIOMECHANICAL", "mall_median": 0.05162916839829937, "robustness": "ROBUST_ACROSS_METHODS", "unit": "g", "walking_median": 0.13681479676686842, "walking_minus_mall": 0.08485904027921376 } }, "measurement_boundaries": { "bct_executed": false, "body_coupling_directly_measured": false, "frequency_structure_available": false, "internal_joint_force_measured": false, "pain_identified": false }, "mobility_ai_evidence": { "contract": "mobility_ai_evidence_projection.v1", "distinguish": { "mall_vs_pt_balanced_accuracy": 0.98, "mall_vs_pt_grouping": "fixed triplet-grouped cross-validation", "pain_context_balanced_accuracy": 0.8375, "pain_context_note": "Grouped classification of protocol-linked pain-context labels; PC-01 finds pain prediction within a fixed mode/context not identifiable. This is not pain detection." }, "generalize": { "holdout_date_overlap": 0, "mechanical_return_reproduced": 5, "mechanical_return_total": 5 }, "limitations": "N-of-1 repeated observations; models reuse the same underlying protocol and are method convergence rather than independent replication. R² is held-out fit, not a clinical outcome. Pain is first-person evidence.", "null_result": { "interpretation": "Label-blind clusters had near-zero adjusted Rand agreement with revealed pain-context labels. PC-01 also found within-context pain prediction unidentifiable.", "pain_cluster_ari_30s": -0.018953013054371238, "pain_cluster_ari_60s": -0.006187596681198144 }, "predict": { "forward_hr_r2_30s": 0.8401272586992901, "historical_to_future_r2": { "joint": 0.9719756939584226, "mechanical": 0.9790286997313355, "physiology": 0.8393150457140787 }, "holdout_triplets": 5 }, "recover": { "interpretation": "Observed fixed-protocol recovery timing; no alternate-action or causal treatment claim.", "mechanical_vs_physiology_lag_permutation_p": 0.00999000999000999, "paired_triplets": 10 }, "remember": { "held_out_triplets": 10, "multimodal_delta_r2": { "0->30": 0.40121001372564746, "30->60": 0.4729043864756439 } }, "retrieve": "Governed RAG retrieves source-linked evidence; retrieval is not a new scientific replication.", "source_paths": { "holdout": "analysis/offline_rl/outputs/FIVE_DAY_REPLICATION_ANALYSIS.json", "mall_pt": "analysis/triplet_mobility_discrimination/validation_phase2/MALL_VS_PT_SKATING_RESULTS.json", "pain_gate": "analysis/integrated_mobility_evidence/pc01/PC01_LABEL_IDENTIFIABILITY.json", "phase6": "analysis/offline_rl/outputs/phase6/PHASE6_SUMMARY.json", "phase7": "analysis/offline_rl/outputs/phase7/PHASE7_SUMMARY.json", "phase8": "analysis/offline_rl/outputs/phase8/PHASE8_SUMMARY.json", "unsupervised_30": "analysis/offline_rl/outputs/phase6/RL6_11_UNSUPERVISED_30S.json", "unsupervised_60": "analysis/offline_rl/outputs/phase6/RL6_11_UNSUPERVISED_60S.json" }, "source_sha256": { "holdout": "67a31a8da33cccc57ecce8645542c3d1d3406fe0937764e6bb7b3121b9ef758c", "mall_pt": "0558391cbc181ab7faa6f09749278a8ae54b1af9b9320f80cc700d80620398f3", "pain_gate": "ca1c2fb18126de295a0de53a4251b2d5fef24942d60c535fa71f007d99c88959", "phase6": "3f244f01614a07145a19473a0be2582e5f86253e668b1770be6546c23d722639", "phase7": "2df2d87cc490f01db592f456a78d6c805123d20a886d0fd4fe733afb5be397ac", "phase8": "40129f4ad3159c50446131bd04e37cac14af03a0604d7ca15adf279fcd4ca490", "unsupervised_30": "9b954f9d722a6c6fb691c3bd72b7c3de91a068fef0b3ef24d89aa700d56b329d", "unsupervised_60": "fc4f126902aabfc75d908689a71b5d7596070a24401b586ef9be94ed5a5e0c6e" }, "status": "REVIEWED_DESCRIPTIVE_AI_PROJECTION" }, "mobility_visual_synthesis": { "analysis_id": "VIS-MOB-01", "boundaries": [ "N-of-1; dates and windows are not independent participants.", "Ambulation, CALC and ENT share observations; no independent-replication count.", "RMS and derivative jerk are correlated mechanical descriptors, not separate independent confirmations.", "Percentile bands indicate within-metric reference position, not comparable raw units or clinical thresholds.", "In-sample descriptive reference includes the extreme rides; no out-of-sample validation claim.", "Fixed Mall-Walking-PT order; no causal inference.", "Pain-limited Walking is governed protocol context; telemetry is not a pain measurement.", "No composite burden, pain, disability or benefit score.", "Native recording exposure / same-stage distance is not imputed whole-stage dose.", "Corrected jerk and CALC raw jerk retain distinct signal definitions.", "PSP FNS/SNS is a separate protocol; no Mall/PT crossover.", "Invalid prospective duration is excluded." ], "entropy": { "first_median": 0.7567930269199225, "interpretation": "Lower Walking permutation entropy describes temporal organization, not harm or benefit. Same 55 dates; method convergence, not independent replication.", "median_ci_high": -0.14747292866310957, "median_ci_low": -0.16932852712419055, "median_delta": -0.15401145271892136, "n": 55.0, "negative": 55.0, "second_median": 0.5995826061230741 }, "provenance": { "contract_sha256": "0ea5b77c506ca495e404ea401f4367225ba103a4d23bfc980d62f65db2bcee19", "input_sha256": { "analysis/calc_mobility/runs/20260929T-CALC-MOB-01-V4-STAGE-NORM/MANIFEST.json": "1153d98550337fdbefafb2e84b34568b1835b231e98cfc31ae8160316aa47f4e", "analysis/calc_mobility/runs/20260929T-CALC-MOB-01-V4-STAGE-NORM/STAGE_NORMALIZED_SESSIONS.csv": "d8fe226382f3dee2e11dc36cbc085237ff5495d4ad0797290d0adb86d3f1d57b", "analysis/calc_mobility/runs/20260929T-CALC-MOB-01-V4-STAGE-NORM/STAGE_PER_MILE_RATIOS.json": "2870fd442cc8cb4726e003dcdc64f54310781ff7dd4f6f8ee2b739df2d7d5f03", "analysis/calc_mobility/runs/20260929T-CALC-MOB-01-V4-STAGE-NORM/STAGE_PER_MINUTE_PAIRED_CONTRASTS.json": "d0107c3540904dd16884210654bcefd44df3aa97f175fe7599aeacb4279465fc", "analysis/entropy/experiments/ENT-CX-01/results/ENT-CX-01B/MANIFEST.json": "1324f3b59f5b2871850692fd93ac3a7853a0ab8ccd418bc709869bc0846ccdae", "analysis/entropy/experiments/ENT-CX-01/results/ENT-CX-01B/PRIMARY_MATCHED_RESULTS.csv": "53c6e3065e85fca790a0d0e63307cd426af425902d924e2a9d60d18d6dc9b545", "analysis/integrated_mobility_evidence/final_triplet_20260917/FINAL_CUMULATIVE_RESULTS.json": "1df720024412974af6e93f8384b43e7d2dbb220a004e2b6d5e768765e28d6671", "analysis/mobility_200hz/runs/MOBILITY-200HZ-01/AMBULATION_200HZ_FREEZE.json": "56a5fbf9e59d030ce949b9f67aeba0e7d43e3db4dc8c26d0996657ee5b817516", "analysis/psp_hist_01/runs/20261004T-PSP-HIST-01-V5/MANIFEST.json": "93b2de1112702ba91b78c9a5ccf782258337d97899a90b99ecb21e0d3d3aa31c", "analysis/psp_hist_01/runs/20261004T-PSP-HIST-01-V5/RUN_SUMMARY.json": "e7b6ae86f7ea63eaf679f345b51c95af23c6c0ce0ca7985bebf18bdc4f274682", "analysis/transport_burden_01/REFERENCE.json": "4cdcd0f94b07fd90c55fd9f69da496fcae2ca32b4babe3aef67e18101e9346fd", "analysis/transport_burden_01/runs/20261005T-TRANSPORT-BURDEN-01-V3/BURDEN_THRESHOLDS.json": "3294c93a87a5193cb0632c6872b1a59fd9d901d557ffb20ce1c326bfa607b4e6", "analysis/transport_burden_01/runs/20261005T-TRANSPORT-BURDEN-01-V3/MANIFEST.json": "8c19c78d1a5cf76f49de7c105d389992e0628d89c6462831be1e3ecd1b8982d8", "analysis/transport_burden_01/runs/20261005T-TRANSPORT-BURDEN-01-V3/RIDE_METRICS.csv": "cc316c75648810bb6920f25e3f4c6a1517f6858a209cb7731c278a3690c2d931", "analysis/transport_burden_01/runs/20261005T-TRANSPORT-BURDEN-01-V3/WINDOW_METRICS.csv": "3041cc34f2463c1bcc9fc2105fa8f17df3bfc45e2eeace1ec9101aeb94a3a0fe" } }, "psp_audit": { "counts": { "candidate_total": 751, "clean_complete": 65, "complete": 68, "fns_candidates": 604, "full_three_stage_native": 23, "positive_distance": 62, "post_mechanics": 25, "pre_mechanics": 26 }, "interpretation": "Separate FNS/SNS protocol. Sparse intersections and different metric definitions prevent pooling with Ambulation or corrected transportation windows. No transport-to-skate association is used as a headline." }, "schema": "mobility_visual_synthesis.v1", "source_run": "20261005T-VIS-MOB-01-V2", "status": "DESCRIPTIVE_VISUAL_SYNTHESIS", "transport": { "band_labels": [ "≤P50", "P50–P75", "P75–P90", ">P90" ], "featured": [ { "date": "2026-05-23", "duration_seconds": 5573.0, "hr_shock_above_p75": { "jointly_supported_window_minutes": 92.88333333333334, "lower_minutes": 0.0, "meaning": "Support overlap in windows whose two summary values exceed the reference; not instantaneous threshold crossings.", "upper_minutes": 0.0 }, "rms_jerk_above_p75": { "jointly_supported_window_minutes": 92.88333333333334, "lower_minutes": 59.88333333333333, "meaning": "Support overlap in windows whose two summary values exceed the reference; not instantaneous threshold crossings.", "upper_minutes": 59.88333333333333 }, "windows": [ { "bands": { "hr_mean_bpm": 0, "jerk_rms_g_per_s": 3, "shock_rate_per_min": 1, "vertical_rms_g": 3 }, "duration_seconds": 60.0, "end_seconds": 60.0, "observed_seconds": { "hr_mean_bpm": 59.224, "jerk_rms_g_per_s": 60.0, "shock_rate_per_min": 60.0, "vertical_rms_g": 60.0 }, "start_seconds": 0.0, "values": { "hr_mean_bpm": 81.23277599570432, "jerk_rms_g_per_s": 5.438277414626486, "shock_rate_per_min": 102.0, "vertical_rms_g": 0.12935973364997724 } }, { "bands": { "hr_mean_bpm": 0, "jerk_rms_g_per_s": 1, "shock_rate_per_min": 2, "vertical_rms_g": 1 }, "duration_seconds": 60.0, "end_seconds": 120.0, "observed_seconds": { "hr_mean_bpm": 60.0, "jerk_rms_g_per_s": 60.0, "shock_rate_per_min": 60.0, "vertical_rms_g": 60.0 }, "start_seconds": 60.0, "values": { "hr_mean_bpm": 77.53912358988057, "jerk_rms_g_per_s": 3.537841577419615, "shock_rate_per_min": 121.0, "vertical_rms_g": 0.09547546797127172 } }, { "bands": { "hr_mean_bpm": 0, "jerk_rms_g_per_s": 3, "shock_rate_per_min": 0, "vertical_rms_g": 2 }, "duration_seconds": 60.0, "end_seconds": 180.0, "observed_seconds": { "hr_mean_bpm": 59.913, "jerk_rms_g_per_s": 60.0, "shock_rate_per_min": 60.0, "vertical_rms_g": 60.0 }, "start_seconds": 120.0, "values": { "hr_mean_bpm": 82.22269385362834, "jerk_rms_g_per_s": 5.93650880945502, "shock_rate_per_min": 85.0, "vertical_rms_g": 0.1142601055698199 } }, { "bands": { "hr_mean_bpm": 0, "jerk_rms_g_per_s": 3, "shock_rate_per_min": 3, "vertical_rms_g": 1 }, "duration_seconds": 60.0, "end_seconds": 240.0, "observed_seconds": { "hr_mean_bpm": 60.0, "jerk_rms_g_per_s": 60.0, "shock_rate_per_min": 60.0, "vertical_rms_g": 60.0 }, "start_seconds": 180.0, "values": { "hr_mean_bpm": 81.66010382410283, "jerk_rms_g_per_s": 7.690555380042748, "shock_rate_per_min": 146.0, "vertical_rms_g": 0.08631407747918837 } }, { "bands": { "hr_mean_bpm": 0, "jerk_rms_g_per_s": 3, "shock_rate_per_min": 3, "vertical_rms_g": 1 }, "duration_seconds": 60.0, "end_seconds": 300.0, "observed_seconds": { "hr_mean_bpm": 59.808, "jerk_rms_g_per_s": 60.0, "shock_rate_per_min": 60.0, "vertical_rms_g": 60.0 }, "start_seconds": 240.0, "values": { 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"prospective_transport_comparison": { "evidence_tracks": { "function_pain": "This projection contains no linked, timestamped pain or functional-termination observation for this PRE interval.", "mechanics": "Corrected RMS, jerk and shock are distinct mechanical measures; none measures pain.", "physiology": "HR, RMSSD and SDNN are separately measured physiology; none measures pain." }, "historical_reference": { "comparison_method": "V3 rank_and_percentile: competition rank descending and empirical CDF (historical values <= prospective value / n)", "experiment": "TRANSPORT-BURDEN-01", "first_date": "2026-05-15", "last_date": "2026-09-06", "manifest_sha256": "8c19c78d1a5cf76f49de7c105d389992e0628d89c6462831be1e3ecd1b8982d8", "population_n": 59, "role": "REFERENCE_ONLY; prospective observation is not appended to V3", "run_id": "20261005T-TRANSPORT-BURDEN-01-V3", "status": "FROZEN_PRIVATE_DESCRIPTIVE_REFERENCE" }, "interpretation": "A ride does not have to be long to be mechanically abrupt. 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median target-minus-source -1.8564707110474825 mi. 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Endpoint-specific direction replication; historical qualifications remain.", "evidence_tier": "PROSPECTIVE_POST_LOCK", "experiment_id": "EXP-PVC-01", "finding_id": "FIND-PVC01-MALL_WALK-DISTANCE", "metric_id": "METRIC-DISTANCE_MILES", "source_hash": "c472349d852798c3bd5c8476f9257d98ffe89dfb609969e2c560c480cd7fb280", "stability_status": "FROZEN_DIRECTION_REPLICATED", "time_scale_id": "TIME-TRIPLET", "values": { "bootstrap_95_ci": [ -2.0215068997057184, -1.8075687982184045 ], "ci_display": "[-2.0215068997057184, -1.8075687982184045]", "contract_sha256": "90abea108e011a558f5a2bcbfdf07414da01b9306fcca6fa6ff9264e195d0154", "contrast": "Mall→Walking", "date_n": 5, "dates": [ "2026-09-06", "2026-09-07", "2026-09-08", "2026-09-09", "2026-09-10" ], "direction_count": 5, "direction_display": "5/5", "direction_total": 5, "effect": -1.8564707110474825, "effect_type": "MEDIAN_PAIRED_DIFFERENCE", "endpoint_id": "triplet_distance_miles_Mall_to_Walk", "exact_sign_inference": { "expected_direction_successes": 5, "non_tied_N": 5, "one_sided_exact_p": 0.03125, "two_sided_exact_p": 0.0625 }, "expected_direction": "LOWER", "frozen_contract_spec_sha256": "2f383acb3a85322a4e92b0492e3d854c73069daab3e187be333f95e1a9e54c80", "frozen_direction_met": true, "historical_finding_id": "FIND-CORE-MALL_WALK-DISTANCE", "historical_status": "FULL_CORPUS", "inference_method": "EXACT_PAIRED_SIGN_ENUMERATION", "metric": "distance_miles", "n": 5, "p_value_bounded": null, "p_value_display": "0.25", "p_value_type": "EXACT", "paired_randomization": { "add_one_correction": false, "extreme_count": 8, "method": "EXACT_PAIRED_SIGN_ENUMERATION", "p_value": 0.25, "possible_sign_assignments": 32, "randomization_draws": 32 }, "qualification": "No family-level success threshold was frozen. Endpoint-specific direction replication; historical qualifications remain.", "reuse_classification": "PROSPECTIVE_REPLICATION", "sigma_display": null, "sigma_type": null, "study_design": "PROSPECTIVE_POST_LOCK", "unit": "mi" } }, { "classification": "FROZEN_DIRECTION_REPLICATED", "contrast_id": "CONTRAST-MALL_TO_WALK", "display_name": "PVC-01 Mall→Walking jerk_rms_g_per_s: 5/5 in the frozen HIGHER direction; median target-minus-source 0.8545011698728241 g/s. FROZEN_DIRECTION_REPLICATED. No family-level success threshold was frozen. Endpoint-specific direction replication; historical qualifications remain.", "evidence_tier": "PROSPECTIVE_POST_LOCK", "experiment_id": "EXP-PVC-01", "finding_id": "FIND-PVC01-MALL_WALK-MAGNITUDE_JERK", "metric_id": "METRIC-MAGNITUDE_JERK_RMS_G_PER_S", "source_hash": "c472349d852798c3bd5c8476f9257d98ffe89dfb609969e2c560c480cd7fb280", "stability_status": "FROZEN_DIRECTION_REPLICATED", "time_scale_id": "TIME-TRIPLET", "values": { "bootstrap_95_ci": [ 0.692089996520689, 1.0287453752004234 ], "ci_display": "[0.692089996520689, 1.0287453752004234]", "contract_sha256": "90abea108e011a558f5a2bcbfdf07414da01b9306fcca6fa6ff9264e195d0154", "contrast": "Mall→Walking", "date_n": 5, "dates": [ "2026-09-06", "2026-09-07", "2026-09-08", "2026-09-09", "2026-09-10" ], "direction_count": 5, "direction_display": "5/5", "direction_total": 5, "effect": 0.8545011698728241, "effect_type": "MEDIAN_PAIRED_DIFFERENCE", "endpoint_id": "triplet_jerk_rms_g_per_s_Mall_to_Walk", "exact_sign_inference": { "expected_direction_successes": 5, "non_tied_N": 5, "one_sided_exact_p": 0.03125, "two_sided_exact_p": 0.0625 }, "expected_direction": "HIGHER", "frozen_contract_spec_sha256": "2f383acb3a85322a4e92b0492e3d854c73069daab3e187be333f95e1a9e54c80", "frozen_direction_met": true, "historical_finding_id": "FIND-CORE-MALL_WALK-MAGNITUDE_JERK", "historical_status": "FULL_CORPUS", "inference_method": "EXACT_PAIRED_SIGN_ENUMERATION", "metric": "jerk_rms_g_per_s", "n": 5, "p_value_bounded": null, "p_value_display": "0.25", "p_value_type": "EXACT", "paired_randomization": { "add_one_correction": false, "extreme_count": 8, "method": "EXACT_PAIRED_SIGN_ENUMERATION", "p_value": 0.25, "possible_sign_assignments": 32, "randomization_draws": 32 }, "qualification": "No family-level success threshold was frozen. Endpoint-specific direction replication; historical qualifications remain.", "reuse_classification": "PROSPECTIVE_REPLICATION", "sigma_display": null, "sigma_type": null, "study_design": "PROSPECTIVE_POST_LOCK", "unit": "g/s" } }, { "classification": "FROZEN_DIRECTION_REPLICATED", "contrast_id": "CONTRAST-MALL_TO_WALK", "display_name": "PVC-01 Mall→Walking shock_spike_rate_per_min: 5/5 in the frozen HIGHER direction; median target-minus-source 2.8665229366308083 /min. FROZEN_DIRECTION_REPLICATED. No family-level success threshold was frozen. Endpoint-specific direction replication; historical qualifications remain.", "evidence_tier": "PROSPECTIVE_POST_LOCK", "experiment_id": "EXP-PVC-01", "finding_id": "FIND-PVC01-MALL_WALK-SHOCK_SPIKE", "metric_id": "METRIC-SHOCK_SPIKE_RATE_PER_MIN", "source_hash": "c472349d852798c3bd5c8476f9257d98ffe89dfb609969e2c560c480cd7fb280", "stability_status": "FROZEN_DIRECTION_REPLICATED", "time_scale_id": "TIME-TRIPLET", "values": { "bootstrap_95_ci": [ 1.0660763351451266, 7.914353010724891 ], "ci_display": "[1.0660763351451266, 7.914353010724891]", "contract_sha256": "90abea108e011a558f5a2bcbfdf07414da01b9306fcca6fa6ff9264e195d0154", "contrast": "Mall→Walking", "date_n": 5, "dates": [ "2026-09-06", "2026-09-07", "2026-09-08", "2026-09-09", "2026-09-10" ], "direction_count": 5, "direction_display": "5/5", "direction_total": 5, "effect": 2.8665229366308083, "effect_type": "MEDIAN_PAIRED_DIFFERENCE", "endpoint_id": "triplet_shock_spike_rate_per_min_Mall_to_Walk", "exact_sign_inference": { "expected_direction_successes": 5, "non_tied_N": 5, "one_sided_exact_p": 0.03125, "two_sided_exact_p": 0.0625 }, "expected_direction": "HIGHER", "frozen_contract_spec_sha256": "2f383acb3a85322a4e92b0492e3d854c73069daab3e187be333f95e1a9e54c80", "frozen_direction_met": true, "historical_finding_id": "FIND-CORE-MALL_WALK-SHOCK_SPIKE", "historical_status": "FULL_CORPUS_SUPPORTED_TEMPORAL_MAGNITUDE_QUALIFICATION", "inference_method": "EXACT_PAIRED_SIGN_ENUMERATION", "metric": "shock_spike_rate_per_min", "n": 5, "p_value_bounded": null, "p_value_display": "0.25", "p_value_type": "EXACT", "paired_randomization": { "add_one_correction": false, "extreme_count": 8, "method": "EXACT_PAIRED_SIGN_ENUMERATION", "p_value": 0.25, "possible_sign_assignments": 32, "randomization_draws": 32 }, "qualification": "No family-level success threshold was frozen. Endpoint-specific direction replication; historical qualifications remain.", "reuse_classification": "PROSPECTIVE_REPLICATION", "sigma_display": null, "sigma_type": null, "study_design": "PROSPECTIVE_POST_LOCK", "unit": "/min" } }, { "classification": "FROZEN_DIRECTION_REPLICATED", "contrast_id": "CONTRAST-MALL_TO_WALK", "display_name": "PVC-01 Mall→Walking vertical_dynamic_g_rms: 5/5 in the frozen HIGHER direction; median target-minus-source 0.09143281083804644 g. FROZEN_DIRECTION_REPLICATED. No family-level success threshold was frozen. Endpoint-specific direction replication; historical qualifications remain.", "evidence_tier": "PROSPECTIVE_POST_LOCK", "experiment_id": "EXP-PVC-01", "finding_id": "FIND-PVC01-MALL_WALK-VERTICAL_RMS", "metric_id": "METRIC-VERTICAL_DYNAMIC_G_RMS", "source_hash": "c472349d852798c3bd5c8476f9257d98ffe89dfb609969e2c560c480cd7fb280", "stability_status": "FROZEN_DIRECTION_REPLICATED", "time_scale_id": "TIME-TRIPLET", "values": { "bootstrap_95_ci": [ 0.07693223681225445, 0.09638591517975428 ], "ci_display": "[0.07693223681225445, 0.09638591517975428]", "contract_sha256": "90abea108e011a558f5a2bcbfdf07414da01b9306fcca6fa6ff9264e195d0154", "contrast": "Mall→Walking", "date_n": 5, "dates": [ "2026-09-06", "2026-09-07", "2026-09-08", "2026-09-09", "2026-09-10" ], "direction_count": 5, "direction_display": "5/5", "direction_total": 5, "effect": 0.09143281083804644, "effect_type": "MEDIAN_PAIRED_DIFFERENCE", "endpoint_id": "triplet_vertical_dynamic_g_rms_Mall_to_Walk", "exact_sign_inference": { "expected_direction_successes": 5, "non_tied_N": 5, "one_sided_exact_p": 0.03125, "two_sided_exact_p": 0.0625 }, "expected_direction": "HIGHER", "frozen_contract_spec_sha256": "2f383acb3a85322a4e92b0492e3d854c73069daab3e187be333f95e1a9e54c80", "frozen_direction_met": true, "historical_finding_id": "FIND-CORE-MALL_WALK-VERTICAL_RMS", "historical_status": "FULL_CORPUS", "inference_method": "EXACT_PAIRED_SIGN_ENUMERATION", "metric": "vertical_dynamic_g_rms", "n": 5, "p_value_bounded": null, "p_value_display": "0.25", "p_value_type": "EXACT", "paired_randomization": { "add_one_correction": false, "extreme_count": 8, "method": "EXACT_PAIRED_SIGN_ENUMERATION", "p_value": 0.25, "possible_sign_assignments": 32, "randomization_draws": 32 }, "qualification": "No family-level success threshold was frozen. Endpoint-specific direction replication; historical qualifications remain.", "reuse_classification": "PROSPECTIVE_REPLICATION", "sigma_display": null, "sigma_type": null, "study_design": "PROSPECTIVE_POST_LOCK", "unit": "g" } }, { "classification": "FROZEN_DIRECTION_REPLICATED", "contrast_id": "CONTRAST-WALK_TO_PT", "display_name": "PVC-01 Walking→PT distance_miles: 5/5 in the frozen HIGHER direction; median target-minus-source 1.6476899904557383 mi. FROZEN_DIRECTION_REPLICATED. No family-level success threshold was frozen. Endpoint-specific direction replication; historical qualifications remain.", "evidence_tier": "PROSPECTIVE_POST_LOCK", "experiment_id": "EXP-PVC-01", "finding_id": "FIND-PVC01-WALK_PT-DISTANCE", "metric_id": "METRIC-DISTANCE_MILES", "source_hash": "c472349d852798c3bd5c8476f9257d98ffe89dfb609969e2c560c480cd7fb280", "stability_status": "FROZEN_DIRECTION_REPLICATED", "time_scale_id": "TIME-TRIPLET", "values": { "bootstrap_95_ci": [ 1.6125203809751054, 1.6742846774834963 ], "ci_display": "[1.6125203809751054, 1.6742846774834963]", "contract_sha256": "90abea108e011a558f5a2bcbfdf07414da01b9306fcca6fa6ff9264e195d0154", "contrast": "Walking→PT", "date_n": 5, "dates": [ "2026-09-06", "2026-09-07", "2026-09-08", "2026-09-09", "2026-09-10" ], "direction_count": 5, "direction_display": "5/5", "direction_total": 5, "effect": 1.6476899904557383, "effect_type": "MEDIAN_PAIRED_DIFFERENCE", "endpoint_id": "triplet_distance_miles_Walk_to_PT", "exact_sign_inference": { "expected_direction_successes": 5, "non_tied_N": 5, "one_sided_exact_p": 0.03125, "two_sided_exact_p": 0.0625 }, "expected_direction": "HIGHER", "frozen_contract_spec_sha256": "2f383acb3a85322a4e92b0492e3d854c73069daab3e187be333f95e1a9e54c80", "frozen_direction_met": true, "historical_finding_id": "FIND-CORE-WALK_PT-DISTANCE", "historical_status": "FULL_CORPUS", "inference_method": "EXACT_PAIRED_SIGN_ENUMERATION", "metric": "distance_miles", "n": 5, "p_value_bounded": null, "p_value_display": "0.25", "p_value_type": "EXACT", "paired_randomization": { "add_one_correction": false, "extreme_count": 8, "method": "EXACT_PAIRED_SIGN_ENUMERATION", "p_value": 0.25, "possible_sign_assignments": 32, "randomization_draws": 32 }, "qualification": "No family-level success threshold was frozen. Endpoint-specific direction replication; historical qualifications remain.", "reuse_classification": "PROSPECTIVE_REPLICATION", "sigma_display": null, "sigma_type": null, "study_design": "PROSPECTIVE_POST_LOCK", "unit": "mi" } }, { "classification": "FROZEN_DIRECTION_NOT_REPLICATED", "contrast_id": "CONTRAST-WALK_TO_PT", "display_name": "PVC-01 Walking→PT shock_spike_rate_per_min: 1/5 in the frozen LOWER direction; median target-minus-source 1.4592453616843812 /min. FROZEN_DIRECTION_NOT_REPLICATED. No family-level success threshold was frozen. Walking→PT chest shock did not reproduce the lower-PT direction; temporal qualification strengthened.", "evidence_tier": "PROSPECTIVE_POST_LOCK", "experiment_id": "EXP-PVC-01", "finding_id": "FIND-PVC01-WALK_PT-SHOCK_SPIKE", "metric_id": "METRIC-SHOCK_SPIKE_RATE_PER_MIN", "source_hash": "c472349d852798c3bd5c8476f9257d98ffe89dfb609969e2c560c480cd7fb280", "stability_status": "FROZEN_DIRECTION_NOT_REPLICATED", "time_scale_id": "TIME-TRIPLET", "values": { "bootstrap_95_ci": [ -3.714564587232097, 1.959355127461201 ], "ci_display": "[-3.714564587232097, 1.959355127461201]", "contract_sha256": "90abea108e011a558f5a2bcbfdf07414da01b9306fcca6fa6ff9264e195d0154", "contrast": "Walking→PT", "date_n": 5, "dates": [ "2026-09-06", "2026-09-07", "2026-09-08", "2026-09-09", "2026-09-10" ], "direction_count": 1, "direction_display": "1/5", "direction_total": 5, "effect": 1.4592453616843812, "effect_type": "MEDIAN_PAIRED_DIFFERENCE", "endpoint_id": "triplet_shock_spike_rate_per_min_Walk_to_PT", "exact_sign_inference": { "expected_direction_successes": 1, "non_tied_N": 5, "one_sided_exact_p": 0.96875, "two_sided_exact_p": 0.375 }, "expected_direction": "LOWER", "frozen_contract_spec_sha256": "2f383acb3a85322a4e92b0492e3d854c73069daab3e187be333f95e1a9e54c80", "frozen_direction_met": false, "historical_finding_id": "FIND-CORE-WALK_PT-SHOCK_SPIKE", "historical_status": "FULL_CORPUS_SUPPORTED_TEMPORALLY_UNSTABLE", "inference_method": "EXACT_PAIRED_SIGN_ENUMERATION", "metric": "shock_spike_rate_per_min", "n": 5, "p_value_bounded": null, "p_value_display": "0.625", "p_value_type": "EXACT", "paired_randomization": { "add_one_correction": false, "extreme_count": 20, "method": "EXACT_PAIRED_SIGN_ENUMERATION", "p_value": 0.625, "possible_sign_assignments": 32, "randomization_draws": 32 }, "qualification": "No family-level success threshold was frozen. Walking→PT chest shock did not reproduce the lower-PT direction; temporal qualification strengthened.", "reuse_classification": "PROSPECTIVE_NONREPLICATION", "sigma_display": null, "sigma_type": null, "study_design": "PROSPECTIVE_POST_LOCK", "unit": "/min" } } ], "measurement_boundary": "Chest shock-spike rate measures on-body transient events, not pelvic load, SI-joint force, ground-reaction force, joint contact force, or pain. 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0.0, "proportion_ride": 0.0 }, "p90": { "minutes": 0.0, "proportion_ride": 0.0 } }, "shock_rate_per_min": { "p75": { "minutes": 13.0, "proportion_ride": 0.21440351841671249 }, "p90": { "minutes": 10.0, "proportion_ride": 0.16492578339747113 } }, "vertical_rms_g": { "p75": { "minutes": 1.6333333333333333, "proportion_ride": 0.026937877954920284 }, "p90": { "minutes": 1.6333333333333333, "proportion_ride": 0.026937877954920284 } } }, "shock_rate_per_min": 85.61297416162726, "trajectory": { "beginning": { "hr_mean_bpm": 83.91406731456996, "jerk_rms_g_per_s": 1.7771903490066894, "shock_rate_per_min": 82.02308960967564, "vertical_rms_g": 0.1230131537595462 }, "end": { "hr_mean_bpm": 74.31796594888706, "jerk_rms_g_per_s": 1.6626108449571326, "shock_rate_per_min": 91.53380978559649, "vertical_rms_g": 0.072637089217143 }, "middle": { "hr_mean_bpm": 76.38356264135413, "jerk_rms_g_per_s": 1.7357945049731782, "shock_rate_per_min": 83.86476085761407, "vertical_rms_g": 0.07020007752330358 } }, "vehicle": "sedan_or_taxi", "vertical_rms_median_g": 0.06425312230626748, "vertical_rms_p95_g": 0.09741907418239795 } ], "interpretation": "N-of-1 measured transportation exposure. Duration, intensity, persistence, accumulation, and within-ride trajectory are separate. Neither schedule delay nor pain nor a causal vehicle effect is inferred.", "may_23_beginning_end_percent_change": { "jerk_rms_g_per_s": 38.0, "vertical_rms_g": 90.8 }, "may_23_one_minute_windows": [ { "end_seconds": 60.0, "hr_mean_bpm": 81.23277599570432, "jerk_rms_g_per_s": 5.438277414626486, "shock_rate_per_min": 102.0, "start_seconds": 0.0, "vertical_rms_g": 0.12935973364997724 }, { "end_seconds": 120.0, "hr_mean_bpm": 77.53912358988057, "jerk_rms_g_per_s": 3.537841577419615, "shock_rate_per_min": 121.0, "start_seconds": 60.0, "vertical_rms_g": 0.09547546797127172 }, { "end_seconds": 180.0, "hr_mean_bpm": 82.22269385362834, "jerk_rms_g_per_s": 5.93650880945502, "shock_rate_per_min": 85.0, "start_seconds": 120.0, "vertical_rms_g": 0.1142601055698199 }, { "end_seconds": 240.0, "hr_mean_bpm": 81.66010382410283, "jerk_rms_g_per_s": 7.690555380042748, "shock_rate_per_min": 146.0, "start_seconds": 180.0, "vertical_rms_g": 0.08631407747918837 }, { "end_seconds": 300.0, "hr_mean_bpm": 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false, "source_analysis_commit": "585a02548624134c61da161b0f9ba27c3a9a8060", "source_manifest_sha256": "8c19c78d1a5cf76f49de7c105d389992e0628d89c6462831be1e3ecd1b8982d8", "source_run": "20261005T-TRANSPORT-BURDEN-01-V3", "status": "REVIEWED_PUBLIC_AGGREGATE_PROJECTION", "units": { "hr_mean_bpm": "bpm", "jerk_rms_g_per_s": "g/s", "shock_rate_per_min": "count/min", "vertical_rms_g": "g" } }, "transport_context_01": { "analysis_id": "TRANSPORT-CONTEXT-01", "contract": "transport_context_public_review_candidate.v1", "corrected_rides": { "n_rides": 59, "vehicle_context": [ { "medians": { "corrected_jerk_g_per_s": 4.235197187787127, "duration_min": 41.766666666666666, "median_hr_bpm": 76.92307692307692, "shock_per_min": 102.85035629453681, "vertical_rms_g": 0.10306044570053564 }, "n_dates": 17, "n_rides": 21, "vehicle": "BUS" }, { "medians": { "corrected_jerk_g_per_s": 1.791131654992447, "duration_min": 36.95, "median_hr_bpm": 92.37924560505206, "shock_per_min": 88.88269092357592, "vertical_rms_g": 0.05931237357029204 }, "n_dates": 17, "n_rides": 24, "vehicle": "SEDAN_OR_TAXI" }, { "medians": { "corrected_jerk_g_per_s": 1.966420996954132, "duration_min": 40.84166666666667, "median_hr_bpm": 93.38572300656001, "shock_per_min": 91.94437052862062, "vertical_rms_g": 0.058672886797428755 }, "n_dates": 8, "n_rides": 8, "vehicle": "SILVERRIDE" }, { "medians": { "corrected_jerk_g_per_s": 2.898335155417579, "duration_min": 40.44166666666666, "median_hr_bpm": 82.31432858214554, "shock_per_min": 121.68740843160163, "vertical_rms_g": 0.06252148489606815 }, "n_dates": 6, "n_rides": 6, "vehicle": "VAN" } ] }, "display_hr_reference_bpm": 100, "governed_pain_context": [ { "governed_pain_observation_n": 4, "pain_observation": 1, "vehicle": "BUS" }, { "governed_pain_observation_n": 2, "pain_observation": 1, "vehicle": "VAN" }, { "governed_pain_observation_n": 4, "pain_observation": 1, "vehicle": "SEDAN_OR_TAXI" } ], "grain_boundaries": { "motorcycle": "Active, mitigated comparison; not equivalent to passive seated exposure", "native": "Frozen V3 corrected-200-Hz ride mechanics; repeated rides from one person", "pain": "First-person functional evidence only; telemetry does not measure pain", "seat": "Sparse governed first-person context; no causal seat effect", "whoop": "Activity-summary HR, not native integration or time above threshold" }, "motorcycle_context": { "bc01_magnitude_rms_g": 0.19740396546642333, "bc01_morphology_activity_n": 6, "context": [ "DURATION_DEPENDENT", "ACTIVELY_MITIGATED", "ACTIVE_VEHICLE_CONTEXT" ], "duration_caveat": "Pain may begin after approximately 30-45 minutes and feet-down movement may mitigate it; no historical onset or mitigation timestamps are inferred.", "governed_dates": 1, "governed_pain_label": 0, "governed_pain_label_n": 2, "whoop_activity_n": 208, "whoop_median_max_hr_bpm": 134.0, "whoop_median_mean_hr_bpm": 93.0 }, "silverride_seat_context": [ { "governed_session_n": 7, "mechanics_status": "PASS", "pain_observation": 0, "seat": "FrontSeat" }, { "governed_session_n": 2, "mechanics_status": "UNAVAILABLE_CANONICAL_METRIC", "pain_observation": 1, "seat": "BackSeat" } ], "source_run": "20261005T-TRANSPORT-CONTEXT-01-V5", "source_sha256": { "bc01_controls": "4729792c4f51d05866c95383d7654607615ca20c7bc3f16c1dc6808d05d1d1c4", "bc01_pain_audit": "435bed03337a3141994a0c64aae33cdc761ad70694462baf58eadcb16b700ec9", "contract": "f0a80b42701f94e1a8fa3006091882a868b76c1c45f64eba31047bb09220188f", "implementation": "ff13d8c24929e4b506dce00e70017038f8ed0cb1e14c245e450da96969bbbdfb", "run_cli": "83a6fd8cf90146c9c78d8a48e77047be1be2776387e64bc60c5d180cb17b3315", "v3_manifest": "8c19c78d1a5cf76f49de7c105d389992e0628d89c6462831be1e3ecd1b8982d8", "v7_manifest": "38d3eb93dae16bb34e786307a8c69f0127e909ef394789495d4c7ca4135a58d7" }, "status": "REVIEW_CANDIDATE_NOT_DEPLOYED", "transport_class": "PARATRANSIT", "whoop": { "baseline_delta_bpm": { "max": 72.0, "median": 36.0, "min": 1.0, "missing_n": 39, "n": 122, "p25": 25.0, "p75": 45.0, "p90": 57.0, "p95": 63.94999999999999 }, "by_year": [ { "max_hr_at_least_100_n": 24, "median_max_hr_bpm": 120.0, "median_mean_hr_bpm": 89.0, "n": 31, "n_dates": 30, "year": "2025" }, { "max_hr_at_least_100_n": 102, "median_max_hr_bpm": 111.0, "median_mean_hr_bpm": 87.0, "n": 130, "n_dates": 82, "year": "2026" } ], "duration_minutes": { "max": 93.0, "median": 38.0, "min": 14.0, "p25": 33.0, "p75": 45.0, "p90": 60.0, "p95": 66.0 }, "first_date": "2025-01-10", "known_seat_n": 7, "last_date": "2026-08-29", "max_hr_bpm": { "max": 171.0, "median": 112.0, "min": 68.0, "p25": 102.0, "p75": 125.0, "p90": 142.0, "p95": 153.0 }, "max_hr_histogram": [ { "high_bpm_exclusive": 70, "low_bpm": 60, "n": 1 }, { "high_bpm_exclusive": 80, "low_bpm": 70, "n": 1 }, { "high_bpm_exclusive": 90, "low_bpm": 80, "n": 14 }, { "high_bpm_exclusive": 100, "low_bpm": 90, "n": 19 }, { "high_bpm_exclusive": 110, "low_bpm": 100, "n": 31 }, { "high_bpm_exclusive": 120, "low_bpm": 110, "n": 40 }, { "high_bpm_exclusive": 130, "low_bpm": 120, "n": 23 }, { "high_bpm_exclusive": 140, "low_bpm": 130, "n": 12 }, { "high_bpm_exclusive": 150, "low_bpm": 140, "n": 9 }, { "high_bpm_exclusive": 160, "low_bpm": 150, "n": 4 }, { "high_bpm_exclusive": 170, "low_bpm": 160, "n": 4 }, { "high_bpm_exclusive": 180, "low_bpm": 170, "n": 3 } ], "max_hr_threshold_counts": { "100": 126, "130": 32, "140": 20, "150": 11 }, "mean_hr_at_least_100_n": 33, "mean_hr_bpm": { "max": 134.0, "median": 87.0, "min": 55.0, "p25": 77.0, "p75": 96.0, "p90": 107.0, "p95": 116.0 }, "n_activities": 161, "n_dates": 112, "threshold_duration_status": "UNSUPPORTED_SUMMARY_MAX_HR_ONLY", "vehicle_subtype_counts": { "BUS": 19, "SEDAN_OR_TAXI": 23, "SILVERRIDE": 7, "UNKNOWN": 106, "VAN": 6 } } }, "transport_hr_context_01": { "analysis_id": "TRANSPORT-HR-CONTEXT-01", "approval": { "authority": "Operator instruction dated 2026-10-06: publish this scoped exploratory session-level finding", "lifecycle": "PUBLIC_PROJECTION_APPROVED", "scope": "session-level linked HRV/mechanics comparison and governed longitudinal threshold counts only" }, "approval_reference": "Operator instruction 2026-10-06: scoped exploratory session-level HRV result", "excluded_from_public_projection": [ "window-level temporal claims pending matched ordinary-HR window enrichment", "session heatmap and per-session rows", "CSS Types A/B/C/D" ], "interpretation": { "mechanics_note": "RMS, corrected jerk, shock, cumulative shock and duration did not show a clear corresponding group shift; date-block intervals cross zero.", "reference_bpm": 100, "reference_definition": "Subject-specific investigation reference prompted by unexpectedly high cardiovascular response while seated in externally generated transportation; not a universal clinical or pain threshold.", "scope_note": "Current exact-linked subset is exploratory. HR does not measure pain; ongoing prospective collection tests whether the observed separation persists." }, "matched_linkage": { "high_mean_hr_denominator": 33, "high_mean_hr_n": 11, "lower_mean_hr_denominator": 128, "lower_mean_hr_n": 44, "same_event_accepted_kubios_link": true, "same_event_pain_context_n": 0, "seat_context_n": 0 }, "metric_comparisons": { "cumulative_dynamic_shock": { "date_block_ci95": [ -320.6387805277705, 41.81672842114267 ], "date_blocks_high": 11, "date_blocks_low": 28, "high": { "iqr": 92.14902756879184, "median": 365.1443704012702, "n": 11, "q1": 346.30079223794297, "q3": 438.4498198067348 }, "low": { "iqr": 379.31788973995475, "median": 446.0620372801691, "n": 44, "q1": 353.79630115005085, "q3": 733.1141908900056 }, "median_difference_high_minus_low": -80.9176668788989 }, "pnn50_pct": { "date_block_ci95": [ -12.481529034322762, -2.9132464874315076 ], "date_blocks_high": 11, "date_blocks_low": 28, "high": { "iqr": 1.2459883437382997, "median": 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null, "offset_minutes": 15, "ride_median": 0.09360407216488441, "ride_n": 15, "ride_q25": 0.09106442860968275, "ride_q75": 0.12023463956672648 } ], "unit": "g" } }, "frozen_transport_manifest_sha256": "8c19c78d1a5cf76f49de7c105d389992e0628d89c6462831be1e3ecd1b8982d8", "interpretation": "Extreme measured case in context, not a universal HRV mechanism. Mechanical exposure, subsequent HR/HRV, and first-person pain evidence have distinct authorities. No pain score or causal inference from temporal ordering.", "may_23": { "date": "2026-05-23", "episode_duration_min": 24, "episode_end_min": 92, "episode_start_min": 68, "final_native_30sec_hr_bpm": [ 91.81734057149349, 91.77214906126784 ], "hr_one_minute_plus6_10_change_bpm": 10.094611414672272, "hr_one_minute_plus6_10_rank": 2, "hr_one_minute_plus6_10_rank_n": 32, "hr_one_minute_post1_15_max_bpm": 93.31951427550067, "hr_one_minute_post1_15_max_change_bpm": 18.86752775001146, "jerk_p90_minutes": 22, "next_window_sdnn_change_ms": 54.24888859294101, "next_window_sdnn_rank": 1, "next_window_sdnn_rank_n": 29, "peak_jerk_g_per_s": 12.944020973918722, "peak_min": 81, "peak_rms_g": 0.21694464238500005, "rms_p90_minutes": 22, "vehicle": "Bus" }, "measurement_authority": "governed corrected Polar H10/Kubios Custom ACC 200 Hz", "population": { "hrv_eligible_rides": 51, "joint_episodes": 37, "joint_ride_n": 15, "shock_episodes": 255, "supported_next_window_events": 29, "supported_next_window_rides": 15 }, "source_analysis": "TRANSPORT-PHYSIO-MECH-01", "source_manifest_sha256": "86f7f2699762694f365239df4fb86349731188ca8b5e9986186c2b0802e6e011", "source_run": "20261005T-TRANSPORT-PHYSIO-MECH-01-V5", "source_status": "PRIVATE_EXPLORATORY", "status": "REVIEWED_SUPPORTING_CASE_STUDY" }, "vtb01": { "classification": "TRANSPORT_BIOMECHANICS_DISCORDANCE_SUPPORTED_WITH_MODE_SPECIFIC_LIMITATIONS", "evidence_tier": "DESCRIPTIVE TRANSPORT", "mechanics_physiology_status": "MECHANICAL_AND_PHYSIOLOGICAL_RANKS_DISCORDANT", "mode_coverage": { "SilverRide_BackSeat": { "control_context": "PASSIVE_SEATED; SUBJECT_REPORTED_UNFAVORABLE_CONSTRAINED_INGRESS_EGRESS_CONTEXT", "independent_unit": "Kubios/Polar session/event", "mechanical_date_N": 2, "mechanical_observation_N": 2, "support": "CASE_CONTEXT_ONLY", "temporal_activity_signature": "UNAVAILABLE_CANONICAL_METRIC" }, "SilverRide_FrontSeat": { "control_context": "PASSIVE_SEATED; SUBJECT_REPORTED_MORE_FAVORABLE_OPEN_SEAT_CONTEXT", "independent_unit": "Kubios/Polar session/event", "mechanical_date_N": 7, "mechanical_observation_N": 7, "support": "DESCRIPTIVE_ONLY", "temporal_activity_signature": "AVAILABLE_LIMITED" }, "motorcycle": { "control_context": "ACTIVE_VEHICLE_CONTEXT; DURATION_DEPENDENT; ACTIVELY_MITIGATED", "independent_unit": "Kubios/Polar session/event", "mechanical_date_N": 4, "mechanical_observation_N": 8, "support": "SPARSE_DESCRIPTIVE_EPISODIC_SUPPORT_WITH_LARGER_LONGITUDINAL_CONTEXT", "temporal_activity_signature": "AVAILABLE_LIMITED" }, "paratransit_bus": { "control_context": "PASSIVE_SEATED_TRANSPORT", "independent_unit": "Kubios/Polar session/event", "mechanical_date_N": 15, "mechanical_observation_N": 20, "support": "DESCRIPTIVE_SUPPORT", "temporal_activity_signature": "AVAILABLE_LIMITED" }, "paratransit_sedan_or_taxi": { "control_context": "PASSIVE_SEATED_TRANSPORT", "independent_unit": "Kubios/Polar session/event", "mechanical_date_N": 18, "mechanical_observation_N": 25, "support": "DESCRIPTIVE_SUPPORT", "temporal_activity_signature": "AVAILABLE_LIMITED" }, "paratransit_van": { "control_context": "PASSIVE_SEATED_TRANSPORT", "independent_unit": "Kubios/Polar session/event", "mechanical_date_N": 6, "mechanical_observation_N": 6, "support": "SPARSE_DESCRIPTIVE_SUPPORT", "temporal_activity_signature": "AVAILABLE_LIMITED" } }, "mode_signatures": { "motorcycle": { "activity_N": 6, "canonical_cohort": "motorcycle", "date_N": 3, "medians": { "duration_seconds": 1909.5, "jerk_rms": 4.658596453251226, "mean_hr_bpm": 78.39179846900878, "p99": 0.5359255101098341, "p99_9": 0.8241763267083988, "rms": 0.19740396546642333, "shock_cluster_rate_per_hour": 23.349854105326752 } }, "paratransit_bus": { "activity_N": 15, "canonical_cohort": "paratransit_bus", "date_N": 11, "medians": { "duration_seconds": 2567.0, "jerk_rms": 1.4987418003305077, "mean_hr_bpm": 83.17248241094106, "p99": 0.362202760833531, "p99_9": 0.6674498852884386, "rms": 0.10431732754037175, "shock_cluster_rate_per_hour": 49.89172802078822 } }, "paratransit_sedan_or_taxi": { "activity_N": 20, "canonical_cohort": "paratransit_sedan_or_taxi", "date_N": 14, "medians": { "duration_seconds": 2163.5, "jerk_rms": 0.8760225680770244, "mean_hr_bpm": 90.49487181911103, "p99": 0.22829147369037356, "p99_9": 0.46319557141229645, "rms": 0.0645126126636188, "shock_cluster_rate_per_hour": 25.038441114546323 } }, "paratransit_silverride": { "activity_N": 6, "canonical_cohort": "paratransit_silverride", "date_N": 6, "medians": { "duration_seconds": 2177.0, "jerk_rms": 0.988606301720877, "mean_hr_bpm": 94.48131638158601, "p99": 0.2203863790599423, "p99_9": 0.40167759726574415, "rms": 0.06695995225305489, "shock_cluster_rate_per_hour": 28.441373619347424 } }, "paratransit_van": { "activity_N": 4, "canonical_cohort": "paratransit_van", "date_N": 4, "medians": { "duration_seconds": 2340.5, "jerk_rms": 1.2569351119487935, "mean_hr_bpm": 85.2209496458595, "p99": 0.21882914135108458, "p99_9": 0.4477926859269835, "rms": 0.06864791080356795, "shock_cluster_rate_per_hour": 32.816448486303074 } } }, "pain_inferred_from_mechanics": false, "session_median_transients": { "exact_hr_max_cotemporal_N": 0, "session_median_missed_excursion_N": 33, "transport_event_N": 45, "travel_mechanical_excursion_N": 26 }, "strongest_discordance": "motorcycle high mechanics with lower mean HR than passive activity-signature modes" } }, "conclusion_strength": "supports_with_qualification", "content_hash": "9515359e327b17542d7ae2d008a372916245ac610b8aa2cd4f5987a3e4e8a6cb", "data_through_date": "2026-09-03", "destination": "handicapskater.com", "evidence_scope": "Public-safe aggregate N-of-1 biomechanics evidence and future experiment design; no raw telemetry.", "formula_identities": [], "intended_route": "/biomechanics/", "limitations": [ "Sample counts, date coverage, source scope, missingness, and measurement availability accompany each scientific result." ], "plain_language_finding": "Transportation is a measured exposure: duration, intensity, persistence, accumulation, and within-ride trajectory remain separate.", "relation_identities": [], "resource_id": "biomechanics-evidence", "resource_version": "fsi_publication_resource.v1", "sample_counts": { "paired_triplet_dates": 44, "pareto_dates": 43, "tail_paired_dates": 25, "transport_events": 45, "transport_ride_windows": 3888, "transport_rides": 59 }, "short_title": "Biomechanics evidence", "source_contracts": [ { "contract": "observatory_mcp_resource.v1", "version": "observatory_bundle.v1" }, { "contract": "evidence_observatory_presentation.v1", "version": "evidence_observatory_presentation.v1" }, { "contract": "scientific_consumer_contract.v1.0.0", "version": "scientific_consumer_contract.v1.0.0" }, { "contract": "observatory_graph.v1", "version": "observatory_graph.v1" } ], "source_labels": [ "IB-01", "VTB-01", "BCT-01", "ST-01", "TRANSPORT-BURDEN-01 V3", "VIS-MOB-01 V2", "TRANSPORT-PHYSIO-MECH-01 V5", "Governed mobility AI validation outputs", "TRANSPORT-CONTEXT-01 V5 local review candidate", "Corrected Oct 2 prospective observation vs frozen TRANSPORT-BURDEN-01 V3; Strava corroboration pending", "TRANSPORT-HR-CONTEXT-01 V1 scoped exploratory projection" ], "summary": "Frozen mobility evidence with paired function/exposure comparisons and continuous ParaTransit reference bands.", "title": "Governed biomechanics evidence", "units": [ "g", "g/s", "events/min", "miles", "Hz", "ms", "min", "bpm", "count/min", "g*min", "%" ] }