{"abstract":"A patient with GCS 13 is not triaged on consciousness.","category":"Clinical triage scoring","checks":11,"contract":"Input {gcs, sbp, rr, age, penetrating_torso, flail_chest, two_long_bone_fx, fall_m, ejection, anticoag, pregnant_weeks}. Toy steps in order: (1) gcs <= 13, sbp below 90 (below 110 when age >= 65), rr < 10 or rr > 29 -> TIER1 step 1; (2) penetrating torso, flail chest or two long-bone fractures -> TIER1 step 2; (3) fall above 6 m (above 3 m when age < 15) or ejection -> TIER2 step 3; (4) anticoagulation, pregnancy beyond 20 weeks or age >= 65 -> TIER3 step 4; else LOCAL step 0. Return {tier, step}.","evaluation_group":"w2-triage-field-trauma","failed_approach":"Borrowing the airway threshold of 8 misses moderate head injuries.","family":"w2-triage-field-trauma-consciousness-threshold","id":"FA-64646","implementations":{"attempt":{"sha256":"68c39caad244ab191507d57237c4820aff0e8c516d25aef9fff8188287580a9f","source":"\"\"\"Failure Map reference implementation. Python standard library only.\"\"\"\nimport json\n\nN = 1\nobservations = []\ndef solve(x):\n    a = x['age']\n    sbp_lim = 110 if a >= 65 else 90\n    if x['gcs'] <= 8 or x['sbp'] < sbp_lim or x['rr'] < 10 or x['rr'] > 29:\n        return {'tier': 'TIER1', 'step': 1}\n    if x['penetrating_torso'] or x['flail_chest'] or x['two_long_bone_fx']:\n        return {'tier': 'TIER1', 'step': 2}\n    fall_lim = 3 if a < 15 else 6\n    if x['fall_m'] > fall_lim or x['ejection']:\n        return {'tier': 'TIER2', 'step': 3}\n    if x['anticoag'] or x['pregnant_weeks'] > 20 or a >= 65:\n        return {'tier': 'TIER3', 'step': 4}\n    return {'tier': 'LOCAL', 'step': 0}\ndef check(label, actual, expected):\n    observations.append({\"check\": label, \"actual\": actual, \"expected\": expected, \"passed\": actual == expected})\nfixtures = [[('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 101,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 9,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 21,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 1,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 51,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 29,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 11},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 32,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 102,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 8,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 22,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 2,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 52,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 4,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 30,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 10},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 33,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 103,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 9,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 23,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 3,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 53,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 9},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 34,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 104,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 8,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 24,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 4,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 54,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 4,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 32,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 8},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 35,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 105,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 9,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 25,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 55,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 33,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 7},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})]]\nfor label, args, expected in fixtures[N-1]:\n    check(label, solve(args), expected)\nprint(json.dumps({\"observations\": observations, \"passed\": all(x[\"passed\"] for x in observations)}, ensure_ascii=False))\nraise SystemExit(0 if all(x[\"passed\"] for x in observations) else 1)\n"},"broken":{"sha256":"9a63a792eb60afa16490f6a862589dc583cb4e9f560339d1b313f8dd91536187","source":"\"\"\"Failure Map reference implementation. Python standard library only.\"\"\"\nimport json\n\nN = 1\nobservations = []\ndef solve(x):\n    a = x['age']\n    sbp_lim = 110 if a >= 65 else 90\n    if x['gcs'] < 13 or x['sbp'] < sbp_lim or x['rr'] < 10 or x['rr'] > 29:\n        return {'tier': 'TIER1', 'step': 1}\n    if x['penetrating_torso'] or x['flail_chest'] or x['two_long_bone_fx']:\n        return {'tier': 'TIER1', 'step': 2}\n    fall_lim = 3 if a < 15 else 6\n    if x['fall_m'] > fall_lim or x['ejection']:\n        return {'tier': 'TIER2', 'step': 3}\n    if x['anticoag'] or x['pregnant_weeks'] > 20 or a >= 65:\n        return {'tier': 'TIER3', 'step': 4}\n    return {'tier': 'LOCAL', 'step': 0}\ndef check(label, actual, expected):\n    observations.append({\"check\": label, \"actual\": actual, \"expected\": expected, \"passed\": actual == expected})\nfixtures = [[('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 101,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 9,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 21,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 1,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 51,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 29,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 11},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 32,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 102,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 8,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 22,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 2,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 52,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 4,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 30,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 10},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 33,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 103,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 9,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 23,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 3,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 53,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 9},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 34,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 104,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 8,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 24,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 4,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 54,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 4,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 32,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 8},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 35,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 105,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 9,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 25,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 55,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 33,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 7},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})]]\nfor label, args, expected in fixtures[N-1]:\n    check(label, solve(args), expected)\nprint(json.dumps({\"observations\": observations, \"passed\": all(x[\"passed\"] for x in observations)}, ensure_ascii=False))\nraise SystemExit(0 if all(x[\"passed\"] for x in observations) else 1)\n"},"fixed":{"sha256":"e5c106fd1a90286487a1e5d4a52875edee58c04d9ad810f8056728ed997f7e4a","source":"\"\"\"Failure Map reference implementation. Python standard library only.\"\"\"\nimport json\n\nN = 1\nobservations = []\ndef solve(x):\n    a = x['age']\n    sbp_lim = 110 if a >= 65 else 90\n    if x['gcs'] <= 13 or x['sbp'] < sbp_lim or x['rr'] < 10 or x['rr'] > 29:\n        return {'tier': 'TIER1', 'step': 1}\n    if x['penetrating_torso'] or x['flail_chest'] or x['two_long_bone_fx']:\n        return {'tier': 'TIER1', 'step': 2}\n    fall_lim = 3 if a < 15 else 6\n    if x['fall_m'] > fall_lim or x['ejection']:\n        return {'tier': 'TIER2', 'step': 3}\n    if x['anticoag'] or x['pregnant_weeks'] > 20 or a >= 65:\n        return {'tier': 'TIER3', 'step': 4}\n    return {'tier': 'LOCAL', 'step': 0}\ndef check(label, actual, expected):\n    observations.append({\"check\": label, \"actual\": actual, \"expected\": expected, \"passed\": actual == expected})\nfixtures = [[('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 101,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 9,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 21,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 1,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 51,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 29,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 11},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 32,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 102,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 8,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 22,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 2,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 52,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 4,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 30,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 10},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 33,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 103,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 9,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 23,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 3,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 53,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 9},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 34,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 104,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 8,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 24,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 4,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 54,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 4,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 32,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 8},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})],\n [('uninjured control',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 35,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('65-year-old with systolic 100',\n   {'gcs': 15,\n    'sbp': 105,\n    'rr': 16,\n    'age': 65,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('bradypnoea',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 9,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('respiratory rate exactly 10',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 10,\n    'age': 25,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('GCS exactly 13',\n   {'gcs': 13,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('GCS 12',\n   {'gcs': 12,\n    'sbp': 130,\n    'rr': 16,\n    'age': 55,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER1', 'step': 1}),\n  ('eight-year-old falls 4 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 8,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('twelve-year-old falls 5 metres',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 12,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 5,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 0},\n   {'tier': 'TIER2', 'step': 3}),\n  ('pregnant at 20 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 33,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 20},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 12 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 40,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 7},\n   {'tier': 'LOCAL', 'step': 0}),\n  ('pregnant at 24 weeks',\n   {'gcs': 15,\n    'sbp': 130,\n    'rr': 16,\n    'age': 31,\n    'penetrating_torso': False,\n    'flail_chest': False,\n    'two_long_bone_fx': False,\n    'fall_m': 0,\n    'ejection': False,\n    'anticoag': False,\n    'pregnant_weeks': 24},\n   {'tier': 'TIER3', 'step': 4})]]\nfor label, args, expected in fixtures[N-1]:\n    check(label, solve(args), expected)\nprint(json.dumps({\"observations\": observations, \"passed\": all(x[\"passed\"] for x in observations)}, ensure_ascii=False))\nraise SystemExit(0 if all(x[\"passed\"] for x in observations) else 1)\n"}},"limitations":"A deterministic toy software model with explicitly stipulated thresholds and formulas; it is not clinical guidance, not a validated medical calculator, and makes no claim of conformance to any published protocol. Numbered variants vary patient and order inputs. This reproducer isolates one failure mechanism. Results cover the supplied fixtures. Variants within a family share a test contract and should remain grouped when constructing evaluation splits. Related mechanisms with a shared evaluation_group must also remain together; these controlled models are not independent production incidents.","method":"Deterministic executable model with adversarial boundary fixtures.","provenance":{"created_by":"Failure Map","dependencies":"Python standard library","family":"w2-triage-field-trauma-consciousness-threshold","generated_at":"2026-09-29T14:47:26.599692+00:00","license":"CC0-1.0","python":"3.12.14","seed":1,"split":"open-access"},"relevance":"Field triage is an ordered cascade of age-adjusted physiological, anatomical and mechanism criteria; each comparison is a separate fault site.","repair":"Trigger on gcs <= 13.","root_cause":"The GCS criterion excludes 13.","sha256":"3b6c09ce1b8e9a9b5dd6caf1145ae6f7bd3d413f04fab549704d9f625c2f20b1","title":"Stepwise field trauma destination tiering: consciousness threshold · case 01","variant":1,"variant_policy":"Five numbered records share a model and may reuse boundary 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