Hypoxia 96%: no (good) Hypoxia 86%: yes (good) Slot initial (96%, no treatment, persistent wording): initial_resuscitation Slot refractory (after fluids+abx): refractory_hypotension Slot hypoxic (86%): hypoxic_escalation Key detect Initiate fluids+abx: yes (good) Key detect Give intravenous fluids+abx: yes (good) === Case 1: SpO2 96%, persistent hypotension, no fluids/abx yet === Codes: sepsis.emergency_obvious_unsafe_distractors, uk.on_breathing_air, lead_in.template_ai.most_appropriate_immediate_management, options.correct_answer_much_longer_than_distractors, title.word_count === Case 2: persistent hypotension after fluids and antibiotics === Codes: stem.word_count, options.length_imbalance, mla.option_length_outlier === Case 3: hypoxic SpO2 86% + oxygen/fluids/abx === Codes: sepsis.emergency_obvious_unsafe_distractors, sepsis.emergency_option_length_imbalance, uk.on_breathing_air, lead_in.template_ai.most_appropriate_immediate_management, options.high_similarity.option_a_option_b, options.correct_answer_much_longer_than_distractors, mla.option_length_outlier, title.word_count Reviewer independent-first: yes Reviewer not summariser: yes