artifacts/testset2-report.json

{
  "at": "2026-05-20T23:26:10.645423",
  "testset_index": 2,
  "input_path": "dataset/MTS-Dialog/Main-Dataset/MTS-Dialog-TestSet-2-MEDIQA-Sum-2023.csv",
  "output_path": "logs/clean_testset_2/testset2-cleaned-2.csv",
  "removed_path": "logs/clean_testset_2/testset2-cleaned-2.removed.csv",
  "kimi_model": "moonshotai/Kimi-K2.6",
  "config": {
    "input_path": "dataset/MTS-Dialog/Main-Dataset/MTS-Dialog-TestSet-2-MEDIQA-Sum-2023.csv",
    "testset_index": 2,
    "output_path": "logs/clean_testset_2/testset2-cleaned-2.csv",
    "removed_path": "logs/clean_testset_2/testset2-cleaned-2.removed.csv",
    "report_path": "logs/clean_testset_2/testset2-report.json",
    "facts_path": "",
    "facts_output_path": "",
    "checkpoint_path": "logs/clean_testset_2/kimi-ts2.json",
    "min_turns": 3,
    "min_patient_chars": 1,
    "min_patient_turns": 1,
    "dialogue_limit": 0,
    "kimi_limit": 0
  },
  "summary": {
    "in": 200,
    "kept": 89,
    "dropped": 111,
    "reasons": {
      "starts": 5,
      "same": 20,
      "only": 23,
      "doctor": 49,
      "no": 8,
      "non": 8
    }
  },
  "entries": [
    {
      "dialogue_id": "2:0",
      "testset_index": 2,
      "dialogue_index": 0,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn following a patient turn is turn 2 ('What happened?'), which is a standalone question that does not consist entirely of a backward reference to the previous patient answer; it makes sense on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:1",
      "testset_index": 2,
      "dialogue_index": 1,
      "kept": false,
      "drop_reasons": [
        "starts with guest_family, not doctor",
        "same side twice at turn 3"
      ],
      "drop_justification": "starts with guest_family, not doctor; same side twice at turn 3",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:2",
      "testset_index": 2,
      "dialogue_index": 2,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a reaction to the immediately preceding patient answer. Every doctor turn either is a standalone question or contains a new question/topic after a brief acknowledgment (e.g., 'Great, thank you. Please...', 'That's interesting. After...', 'Okay, and you're here...').",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:3",
      "testset_index": 2,
      "dialogue_index": 3,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:4",
      "testset_index": 2,
      "dialogue_index": 4,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 8 ('Great!') is entirely a backward-looking acknowledgment of the patient's previous statement about medication adherence. It cannot stand alone without that prior answer and matches the pattern of pure reactive utterances like 'That's good' that should cause a drop.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 8 ('Great!') is entirely a backward-looking acknowledgment of the patient's previous statement about medication adherence. It cannot stand alone without that prior answer and matches the pattern of pure reactive utterances like 'That's good' that should cause a drop.",
        "offending_turns": [
          {
            "turn_idx": 8,
            "snippet": "Great!"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:5",
      "testset_index": 2,
      "dialogue_index": 5,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Turn 2 follows the patient's request for clarification, but it adds a standalone question ('Do any of those sound familiar?') rather than consisting entirely of a backward-looking acknowledgment or reaction. Therefore the entire utterance is not solely about the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:6",
      "testset_index": 2,
      "dialogue_index": 6,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "All doctor turns are standalone questions that do not refer back to the immediately preceding patient answer; no doctor utterance consists entirely of a response to the prior patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:7",
      "testset_index": 2,
      "dialogue_index": 7,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "All doctor turns that follow a patient turn contain standalone questions seeking new information ('Do you remember the reason it needed to be removed?', 'Was it cancerous?'). None consist entirely of a reaction, acknowledgment, or backchannel that would not make sense without the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:8",
      "testset_index": 2,
      "dialogue_index": 8,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn is entirely a reaction to or dependent on the immediately preceding patient answer. Each doctor turn either introduces a new standalone question/topic or, in the case of turn 6, briefly acknowledges the patient's prior remark but also contains a separate new question, so the line as a whole does not solely refer back.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:9",
      "testset_index": 2,
      "dialogue_index": 9,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either asks a standalone question or introduces a new topic. None consist entirely of a reaction, acknowledgment, or anaphoric reference to the immediately preceding patient answer without also containing a separate question. Even turns with back-references (e.g., 'How long ago was that?') are information-seeking questions that move the dialogue forward, not pure acknowledgments like 'That's good' or 'Yes, I do.'",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:10",
      "testset_index": 2,
      "dialogue_index": 10,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 6"
      ],
      "drop_justification": "same side twice at turn 6",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:11",
      "testset_index": 2,
      "dialogue_index": 11,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "All doctor turns following patient turns are standalone questions or prompts ('Do you drink?', 'How about smoke?', 'And any illegal drug use?'). None consist entirely of an acknowledgment, reaction, or reference to the immediately preceding patient answer, and each makes sense on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:12",
      "testset_index": 2,
      "dialogue_index": 12,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a substantive reaction that is semantically about the immediately preceding patient answer. Turns 4 and 6 contain standalone questions. Turns 2 and 8 are generic 'Okay.' acknowledgments that function as neutral discourse markers rather than content-specific responses (e.g., they do not evaluate, confirm, or refer to the answer's propositional content). Under the 'if unsure, keep' guideline, these do not meet the threshold for dropping.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:13",
      "testset_index": 2,
      "dialogue_index": 13,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Turn 2 ('I mean anything at all?') is a clarification/elaboration of the doctor's own prior screening question in response to a patient clarification request, not a generic acknowledgment or evaluation of a patient answer. It advances the clinical inquiry by expanding scope and is not the type of purely referential, non-standalone utterance described in the drop examples (e.g., 'That's good', 'Yes, I do').",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:14",
      "testset_index": 2,
      "dialogue_index": 14,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn that follows a patient turn contains a new standalone question or topic after any brief acknowledgment; no turn is entirely about the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:15",
      "testset_index": 2,
      "dialogue_index": 15,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Turn 2 is a standalone question ('How far along were you when you miscarried?') that is grammatically and semantically self-contained. It is not a purely reactive/anaphoric utterance (e.g., 'Yes,' 'That's good') whose entire meaning depends on the previous patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:16",
      "testset_index": 2,
      "dialogue_index": 16,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn is entirely a context-dependent reaction to the immediately preceding patient utterance. Turn 2 is a standalone opening question unrelated to the patient's prior remark about her age. Turn 4, while using the pronoun 'it', is a new information-seeking question about symptom chronology rather than a pure acknowledgment or answer that would lack meaning on its own (e.g., 'Yes, I do' or 'That's good'). Following the instruction to keep when unsure, the dialogue is retained.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:17",
      "testset_index": 2,
      "dialogue_index": 17,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "All doctor turns contain standalone questions ('Is there any issue that I should be worried of?', 'Are you feeling condifent of your health?') that do not depend on the preceding patient answer for their meaning. None are entirely about the previous patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:18",
      "testset_index": 2,
      "dialogue_index": 18,
      "kept": false,
      "drop_reasons": [
        "starts with guest_family, not doctor"
      ],
      "drop_justification": "starts with guest_family, not doctor",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:19",
      "testset_index": 2,
      "dialogue_index": 19,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 6 ('And you don't have a spleen.') is entirely a backward-referencing echo of the patient's immediately preceding statement and cannot stand alone without that context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 6 ('And you don't have a spleen.') is entirely a backward-referencing echo of the patient's immediately preceding statement and cannot stand alone without that context.",
        "offending_turns": [
          {
            "turn_idx": 6,
            "snippet": "And you don't have a spleen."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:20",
      "testset_index": 2,
      "dialogue_index": 20,
      "kept": false,
      "drop_reasons": [
        "only 1 turns (min 3)"
      ],
      "drop_justification": "only 1 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:21",
      "testset_index": 2,
      "dialogue_index": 21,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The doctor turn at index 2 ('When was your I V C filter placed?') is a substantive follow-up question that requests new information (the date of the procedure). It is not a pure acknowledgment, affirmation, or reaction that lacks standalone propositional content (e.g., 'That's good', 'Yes, I do', or 'Lucky you'). Although it refers to a topic introduced by the patient, it advances the dialogue with an independent inquiry and makes sense as a complete utterance.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:22",
      "testset_index": 2,
      "dialogue_index": 22,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 6 ('That's always nice.') is a pure acknowledgment/reaction to the patient's immediately preceding statement about recovery. It is entirely about that previous patient answer, would not make sense on its own without it, and matches the examples to drop (e.g., 'That's good', 'Lucky you'). All other doctor turns introduce standalone questions or new topics.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 6 ('That's always nice.') is a pure acknowledgment/reaction to the patient's immediately preceding statement about recovery. It is entirely about that previous patient answer, would not make sense on its own without it, and matches the examples to drop (e.g., 'That's good', 'Lucky you'). All other doctor turns introduce standalone questions or new topics.",
        "offending_turns": [
          {
            "turn_idx": 6,
            "snippet": "That's always nice."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:23",
      "testset_index": 2,
      "dialogue_index": 23,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Turn 2 ('It is possible. Let's monitor it for now.') begins with a brief acknowledgment of the patient's question, but the remainder is a standalone medical directive that does not depend on the previous patient answer and constitutes a separate topic/instruction. Therefore the entire utterance is not solely about the previous patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:24",
      "testset_index": 2,
      "dialogue_index": 24,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a backward-referencing utterance that cannot stand alone. Each doctor turn either asks a standalone question (e.g., 'Anything else?', 'Who is your heart doctor? Whom did you see last?', 'So, did he put anything inside your heart or something?') or combines a brief acknowledgment with a new standalone question ('Okay, and who is your primary doctor?'), which per the instructions should be kept.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:25",
      "testset_index": 2,
      "dialogue_index": 25,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 20 consists entirely of 'Excellent!', which is a non-standalone acknowledgment of the patient's previous answer and would not make sense on its own without it.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 20 consists entirely of 'Excellent!', which is a non-standalone acknowledgment of the patient's previous answer and would not make sense on its own without it.",
        "offending_turns": [
          {
            "turn_idx": 20,
            "snippet": "Excellent!"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:26",
      "testset_index": 2,
      "dialogue_index": 26,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 6 is entirely a reaction to the patient's immediately preceding answer about quitting smoking ('this level of commitment' refers back to it). It contains no standalone question or new topic and would not make sense on its own without that previous patient turn.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 6 is entirely a reaction to the patient's immediately preceding answer about quitting smoking ('this level of commitment' refers back to it). It contains no standalone question or new topic and would not make sense on its own without that previous patient turn.",
        "offending_turns": [
          {
            "turn_idx": 6,
            "snippet": "Wow man! You are an inspiration. I would love to see this level of commitment in all of my patients. If only that was possible."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:27",
      "testset_index": 2,
      "dialogue_index": 27,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 ('It is quite normal with your situation.') is entirely a reaction to the patient's immediately preceding statement about pain and cannot stand alone without it; the pronoun 'It' directly refers back to the patient's mention of pain, and the turn contains no separate question or new topic.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 ('It is quite normal with your situation.') is entirely a reaction to the patient's immediately preceding statement about pain and cannot stand alone without it; the pronoun 'It' directly refers back to the patient's mention of pain, and the turn contains no separate question or new topic.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "It is quite normal with your situation."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:28",
      "testset_index": 2,
      "dialogue_index": 28,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn following a patient turn (turn 2) contains a brief acknowledgment ('Okey') followed by a standalone plan for diagnostic tests. The utterance as a whole makes sense on its own and is not entirely about the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:29",
      "testset_index": 2,
      "dialogue_index": 29,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "All doctor turns are standalone questions that do not consist entirely of a back-reference to the immediately preceding patient answer; each line makes sense as a new inquiry on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:30",
      "testset_index": 2,
      "dialogue_index": 30,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:31",
      "testset_index": 2,
      "dialogue_index": 31,
      "kept": false,
      "drop_reasons": [
        "no patient/guest patient turns"
      ],
      "drop_justification": "no patient/guest patient turns",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:32",
      "testset_index": 2,
      "dialogue_index": 32,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('Oh.') is entirely a backchannel/acknowledgment of the patient's immediately previous statement 'I am nervous.' It has no standalone meaning and makes sense only as a reaction to that specific patient answer.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('Oh.') is entirely a backchannel/acknowledgment of the patient's immediately previous statement 'I am nervous.' It has no standalone meaning and makes sense only as a reaction to that specific patient answer.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "Oh."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:33",
      "testset_index": 2,
      "dialogue_index": 33,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:34",
      "testset_index": 2,
      "dialogue_index": 34,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The doctor turn at index 2 ('Let me ask the staff.') is a self-contained statement of intent/action. It does not consist entirely of a backward-referring acknowledgment or answer that would be meaningless without the previous patient turn; it makes sense on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:35",
      "testset_index": 2,
      "dialogue_index": 35,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn is a standalone question that makes sense independently and does not consist entirely of a reference to the immediately preceding patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:36",
      "testset_index": 2,
      "dialogue_index": 36,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 6 ('But why?') and turn 8 ('Hm!') are entirely reactions to or follow-ups on the immediately preceding patient answer and are not standalone utterances; they would not make sense without the prior patient turn.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 6 ('But why?') and turn 8 ('Hm!') are entirely reactions to or follow-ups on the immediately preceding patient answer and are not standalone utterances; they would not make sense without the prior patient turn.",
        "offending_turns": [
          {
            "turn_idx": 6,
            "snippet": "But why?"
          },
          {
            "turn_idx": 8,
            "snippet": "Hm!"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:37",
      "testset_index": 2,
      "dialogue_index": 37,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a backward-referring utterance that lacks standalone meaning. Turn 2 ('Who all lives with you?') is a self-contained follow-up question, not a pure acknowledgment or reference to the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:38",
      "testset_index": 2,
      "dialogue_index": 38,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:39",
      "testset_index": 2,
      "dialogue_index": 39,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 11"
      ],
      "drop_justification": "same side twice at turn 11",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:40",
      "testset_index": 2,
      "dialogue_index": 40,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn that follows a patient turn (index 2) is a standalone new question ('Do you have any left over medication?') that does not refer back to the preceding patient answer and makes sense on its own. No doctor turn is entirely dependent on the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:41",
      "testset_index": 2,
      "dialogue_index": 41,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either introduces a new question/topic or provides a self-contained explanation; none consist entirely of a non-standalone response that would make no sense without the immediately preceding patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:42",
      "testset_index": 2,
      "dialogue_index": 42,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 4"
      ],
      "drop_justification": "same side twice at turn 4",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:43",
      "testset_index": 2,
      "dialogue_index": 43,
      "kept": false,
      "drop_reasons": [
        "non doctor/patient speakers: guest_family"
      ],
      "drop_justification": "non doctor/patient speakers: guest_family",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:44",
      "testset_index": 2,
      "dialogue_index": 44,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn is entirely a backward-looking reaction to the immediately preceding patient answer. Turn 4 includes an acknowledgment ('Yeah, that happens.') but also contains a separate standalone question ('What other treatments have you had?'), so the whole utterance is not solely about the previous answer. All other doctor turns are standalone questions that advance the interview and are not purely dependent on the prior patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:45",
      "testset_index": 2,
      "dialogue_index": 45,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Neither doctor turn consists entirely of a reaction to the immediately preceding patient answer. Turn 2 is a standalone follow-up question about specific conditions and is not purely an acknowledgment of the patient's prior 'Nope'.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:46",
      "testset_index": 2,
      "dialogue_index": 46,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 6 consists entirely of back-referential acknowledgment ('Okay, okay.') that only makes sense as a reaction to the patient's previous confirmation and contains no standalone question or new topic.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 6 consists entirely of back-referential acknowledgment ('Okay, okay.') that only makes sense as a reaction to the patient's previous confirmation and contains no standalone question or new topic.",
        "offending_turns": [
          {
            "turn_idx": 6,
            "snippet": "Okay, okay."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:47",
      "testset_index": 2,
      "dialogue_index": 47,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:48",
      "testset_index": 2,
      "dialogue_index": 48,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Neither doctor turn consists entirely of a backward-looking response to the immediately preceding patient answer. Turn 0 opens with a standalone question, and Turn 2 ('What about anything to do with the heart?') is a new, self-contained question that does not depend on the previous patient answer for meaning.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:49",
      "testset_index": 2,
      "dialogue_index": 49,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn that follows a patient turn either introduces a standalone new question or combines a brief backward-referring phrase with a separate standalone question. No doctor turn consists entirely of an acknowledgment or comment that depends on the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:50",
      "testset_index": 2,
      "dialogue_index": 50,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a reactive acknowledgment or response wholly dependent on the immediately preceding patient turn. All doctor turns contain standalone questions or statements that initiate new topics or sub-topics (e.g., asking about medical history, glucose test results, medications, or surgeries).",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:51",
      "testset_index": 2,
      "dialogue_index": 51,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 ('You mean he is talking without making any sense?') is entirely a paraphrase/confirmation of the immediately preceding patient utterance ('He is speaking gibberish'). It contains no separate standalone question or new topic; if the patient line were generated differently at eval time, this doctor line would be nonsensical in context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 ('You mean he is talking without making any sense?') is entirely a paraphrase/confirmation of the immediately preceding patient utterance ('He is speaking gibberish'). It contains no separate standalone question or new topic; if the patient line were generated differently at eval time, this doctor line would be nonsensical in context.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "You mean he is talking without making any sense?"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:52",
      "testset_index": 2,
      "dialogue_index": 52,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn that follows a patient turn contains either a new standalone question, a new medical topic, or a plan/instruction beyond a simple reaction to the patient's prior utterance. No doctor turn consists entirely of an acknowledgment or backchannel that would be meaningless without the immediate previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:53",
      "testset_index": 2,
      "dialogue_index": 53,
      "kept": false,
      "drop_reasons": [
        "non doctor/patient speakers: guest_family"
      ],
      "drop_justification": "non doctor/patient speakers: guest_family",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:54",
      "testset_index": 2,
      "dialogue_index": 54,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either is a standalone question/statement or contains a separate standalone question/topic after any brief acknowledgment; none consist entirely of a reaction to the immediately preceding patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:55",
      "testset_index": 2,
      "dialogue_index": 55,
      "kept": false,
      "drop_reasons": [
        "starts with patient, not doctor"
      ],
      "drop_justification": "starts with patient, not doctor",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:56",
      "testset_index": 2,
      "dialogue_index": 56,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 1"
      ],
      "drop_justification": "same side twice at turn 1",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:57",
      "testset_index": 2,
      "dialogue_index": 57,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn that follows a patient turn is turn 2 ('And when did you notice it reading higher than normal?'), which is a standalone question seeking new information. It is not a purely backward-referring utterance whose entire content depends on the previous patient answer (e.g., 'Yes, I do.' or 'That's good').",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:58",
      "testset_index": 2,
      "dialogue_index": 58,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 10 consists entirely of the back-referencing acknowledgment \"Great.\", which is wholly about the immediately preceding patient answer and cannot stand alone without it. This matches the examples to drop (e.g., \"That's good\" as a whole line).",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 10 consists entirely of the back-referencing acknowledgment \"Great.\", which is wholly about the immediately preceding patient answer and cannot stand alone without it. This matches the examples to drop (e.g., \"That's good\" as a whole line).",
        "offending_turns": [
          {
            "turn_idx": 10,
            "snippet": "Great."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:59",
      "testset_index": 2,
      "dialogue_index": 59,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:60",
      "testset_index": 2,
      "dialogue_index": 60,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn after a patient turn is a standalone question that either introduces a new topic (smoking, alcohol, illegal substances) or asks a self-contained follow-up ('How much would you say you smoked before?'). None consist entirely of an acknowledgment or purely referential response that would be meaningless without the preceding patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:61",
      "testset_index": 2,
      "dialogue_index": 61,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 4"
      ],
      "drop_justification": "same side twice at turn 4",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:62",
      "testset_index": 2,
      "dialogue_index": 62,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 ('Of course.') is entirely a response to the patient's preceding request/thanks and makes no sense on its own without that context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 ('Of course.') is entirely a response to the patient's preceding request/thanks and makes no sense on its own without that context.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "Of course."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:63",
      "testset_index": 2,
      "dialogue_index": 63,
      "kept": false,
      "drop_reasons": [
        "starts with guest_family, not doctor",
        "same side twice at turn 1"
      ],
      "drop_justification": "starts with guest_family, not doctor; same side twice at turn 1",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:64",
      "testset_index": 2,
      "dialogue_index": 64,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a context-dependent response to the immediately preceding patient utterance. Turn 2 is a self-contained definition that stands alone without the patient's question. Turn 4 is a standalone reassuring statement that does not depend on the patient's 'Okay' for coherence.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:65",
      "testset_index": 2,
      "dialogue_index": 65,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn following a patient turn is turn 2 ('What type of activities are you able to do without pain?'). This is a standalone question that introduces a new inquiry and makes sense on its own; it is not entirely a reaction to or dependent on the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:66",
      "testset_index": 2,
      "dialogue_index": 66,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Multiple doctor turns are composed entirely of follow-ups to the immediately preceding patient answer and would not be intelligible in isolation.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Multiple doctor turns are composed entirely of follow-ups to the immediately preceding patient answer and would not be intelligible in isolation.",
        "offending_turns": [
          {
            "turn_idx": 6,
            "snippet": "Which foods?"
          },
          {
            "turn_idx": 8,
            "snippet": "I assume you've stopped giving him carrots, then?"
          },
          {
            "turn_idx": 10,
            "snippet": "Are there any other foods?"
          },
          {
            "turn_idx": 12,
            "snippet": "So, there's no pain or vomiting with other foods that you can notice?"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:67",
      "testset_index": 2,
      "dialogue_index": 67,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 28"
      ],
      "drop_justification": "same side twice at turn 28",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:68",
      "testset_index": 2,
      "dialogue_index": 68,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('Oh, okay.') is entirely an acknowledgment of the immediately preceding patient answer and does not make sense on its own without that context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('Oh, okay.') is entirely an acknowledgment of the immediately preceding patient answer and does not make sense on its own without that context.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "Oh, okay."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:69",
      "testset_index": 2,
      "dialogue_index": 69,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 13"
      ],
      "drop_justification": "same side twice at turn 13",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:70",
      "testset_index": 2,
      "dialogue_index": 70,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The doctor turn following the patient's 'Yes' (turn 2) is standalone medical counseling about the cardiac diet; it is not entirely about or dependent on the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:71",
      "testset_index": 2,
      "dialogue_index": 71,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:72",
      "testset_index": 2,
      "dialogue_index": 72,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "All doctor turns following patient turns are standalone questions or substantive follow-ups that introduce a new query. Turn 8 asks for the location of pain, which is a new question rather than a pure backchannel/acknowledgment, and no doctor turn consists entirely of a reaction that would be nonsensical without the immediate prior patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:73",
      "testset_index": 2,
      "dialogue_index": 73,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either is a standalone question or contains a separate standalone question after any brief acknowledgment; none consist entirely of a reaction to the previous patient answer that would be meaningless on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:74",
      "testset_index": 2,
      "dialogue_index": 74,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:75",
      "testset_index": 2,
      "dialogue_index": 75,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 11"
      ],
      "drop_justification": "same side twice at turn 11",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:76",
      "testset_index": 2,
      "dialogue_index": 76,
      "kept": false,
      "drop_reasons": [
        "no patient/guest patient turns"
      ],
      "drop_justification": "no patient/guest patient turns",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:77",
      "testset_index": 2,
      "dialogue_index": 77,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn after a patient answer is turn 2 ('Any renal, lung, or liver disease history?'), which is a standalone, self-contained question that does not refer back to the patient's prior 'No' and makes sense on its own. No doctor turn is entirely about the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:78",
      "testset_index": 2,
      "dialogue_index": 78,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 8"
      ],
      "drop_justification": "same side twice at turn 8",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:79",
      "testset_index": 2,
      "dialogue_index": 79,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn following a patient turn is turn 2, which asks a standalone follow-up question ('So, you can't remember anything with your grandparents, or parents?'). It is not a pure acknowledgment or reaction that lacks independent content; it introduces a specific new query and therefore does not meet the drop criteria.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:80",
      "testset_index": 2,
      "dialogue_index": 80,
      "kept": false,
      "drop_reasons": [
        "non doctor/patient speakers: guest_family"
      ],
      "drop_justification": "non doctor/patient speakers: guest_family",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:81",
      "testset_index": 2,
      "dialogue_index": 81,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 5"
      ],
      "drop_justification": "same side twice at turn 5",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:82",
      "testset_index": 2,
      "dialogue_index": 82,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn that follows a patient turn either asks a standalone new question (e.g., 'Any nausea or vomiting?', 'Any cough with sputum?') or combines a brief acknowledgment with a new question or independent statement (e.g., 'Okay, any diarrhea?', 'Oh, okay. Any dizziness or weakness?', 'Okay. Are you having any pain or burning while passing urine?', 'Hm, everything else looks fine...'). No doctor utterance consists entirely of a back-reference to the immediately preceding patient answer that would be nonsensical on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:83",
      "testset_index": 2,
      "dialogue_index": 83,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 3"
      ],
      "drop_justification": "same side twice at turn 3",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:84",
      "testset_index": 2,
      "dialogue_index": 84,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a back-reference to the immediately preceding patient utterance. Each doctor turn either introduces new standalone questions/topics or contains substantial standalone medical content that makes sense on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:85",
      "testset_index": 2,
      "dialogue_index": 85,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 2"
      ],
      "drop_justification": "same side twice at turn 2",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:86",
      "testset_index": 2,
      "dialogue_index": 86,
      "kept": false,
      "drop_reasons": [
        "no patient/guest patient turns"
      ],
      "drop_justification": "no patient/guest patient turns",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:87",
      "testset_index": 2,
      "dialogue_index": 87,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('I'm so sorry to hear that.') is entirely a backward-looking reaction to the immediately preceding patient answer and would not make sense on its own without that context. Turn 4 is not offending because it introduces a new standalone question after a brief acknowledgment.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('I'm so sorry to hear that.') is entirely a backward-looking reaction to the immediately preceding patient answer and would not make sense on its own without that context. Turn 4 is not offending because it introduces a new standalone question after a brief acknowledgment.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "I'm so sorry to hear that."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:88",
      "testset_index": 2,
      "dialogue_index": 88,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "None of the doctor turns are purely reactive backchannels that depend entirely on the immediately preceding patient utterance. Turn 2 and turn 4 introduce new standalone questions, and turn 6 provides substantive new information (sending prescriptions to the pharmacy) rather than a mere acknowledgment.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:89",
      "testset_index": 2,
      "dialogue_index": 89,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a reaction or acknowledgment to the immediately previous patient answer. Every doctor turn either introduces a new standalone question/topic or pairs a brief acknowledgment with a new question (e.g., turn 4). Follow-up questions like turn 6 and turn 10 ask for new information rather than being purely about the previous answer, and turns 8 and 12 shift to different topics. Since there is no turn where the entire utterance is a non-standalone response to the prior patient line, the dialogue is kept.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:90",
      "testset_index": 2,
      "dialogue_index": 90,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 12 ('I bet it is.') is entirely a reaction to the patient's immediately preceding answer and has no standalone meaning without it; it contains no separate question or new topic.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 12 ('I bet it is.') is entirely a reaction to the patient's immediately preceding answer and has no standalone meaning without it; it contains no separate question or new topic.",
        "offending_turns": [
          {
            "turn_idx": 12,
            "snippet": "I bet it is."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:91",
      "testset_index": 2,
      "dialogue_index": 91,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn is entirely about the immediately preceding patient answer. Turn 2 provides standalone EKG results and turn 4 provides standalone chest x-ray results; both are independent medical statements that make sense on their own without referencing the patient's prior 'Okay' or 'Nice'.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:92",
      "testset_index": 2,
      "dialogue_index": 92,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 12 ('Oh wow.') is entirely a reaction to the patient's previous answer about having thirteen children and would not make sense on its own without that context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 12 ('Oh wow.') is entirely a reaction to the patient's previous answer about having thirteen children and would not make sense on its own without that context.",
        "offending_turns": [
          {
            "turn_idx": 12,
            "snippet": "Oh wow."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:93",
      "testset_index": 2,
      "dialogue_index": 93,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn that follows a patient turn either asks a standalone question or introduces a new topic, or only briefly acknowledges the patient before doing so. No doctor turn consists entirely of a reaction to or acknowledgment of the immediately preceding patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:94",
      "testset_index": 2,
      "dialogue_index": 94,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn that follows a patient turn is either a standalone question or a follow-up request for new information; none consist solely of an acknowledgement, back-reference, or assessment of the immediately preceding patient answer that would be meaningless in isolation.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:95",
      "testset_index": 2,
      "dialogue_index": 95,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 consists entirely of the acknowledgment \"Okay.\", which only makes sense in reference to the patient's immediately preceding answer and would not stand alone as a meaningful utterance without that context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 consists entirely of the acknowledgment \"Okay.\", which only makes sense in reference to the patient's immediately preceding answer and would not stand alone as a meaningful utterance without that context.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "Okay."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:96",
      "testset_index": 2,
      "dialogue_index": 96,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn that follows a patient turn contains either a standalone question or a new topic, rather than consisting entirely of a reaction to the immediately preceding patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:97",
      "testset_index": 2,
      "dialogue_index": 97,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 12 ('So full range of motion.') is entirely a conclusion drawn from the patient's previous answer and does not introduce a new question or topic; it would not make sense on its own without that specific patient response.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 12 ('So full range of motion.') is entirely a conclusion drawn from the patient's previous answer and does not introduce a new question or topic; it would not make sense on its own without that specific patient response.",
        "offending_turns": [
          {
            "turn_idx": 12,
            "snippet": "So full range of motion."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:98",
      "testset_index": 2,
      "dialogue_index": 98,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a back-reference to the immediately preceding patient turn. Turn 4 begins with a brief clarification ('Numbness?') but also contains a separate standalone question ('How long have you been experiencing the loss of feeling?'). Turn 6 asks a new question about other symptoms. Turn 2 does not refer back to the patient's age at all.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:99",
      "testset_index": 2,
      "dialogue_index": 99,
      "kept": false,
      "drop_reasons": [
        "non doctor/patient speakers: guest_family"
      ],
      "drop_justification": "non doctor/patient speakers: guest_family",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:100",
      "testset_index": 2,
      "dialogue_index": 100,
      "kept": false,
      "drop_reasons": [
        "no patient/guest patient turns"
      ],
      "drop_justification": "no patient/guest patient turns",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:101",
      "testset_index": 2,
      "dialogue_index": 101,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either introduces a new standalone question, recommendation, or substantive information. While some turns contain brief back-references (e.g., 'Good,' 'this,' 'it,' 'Yes'), none consist entirely of a context-dependent reaction to the immediately preceding patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:102",
      "testset_index": 2,
      "dialogue_index": 102,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 6 consists solely of 'Okay.', a minimal acknowledgment that is entirely about the previous patient answer and does not make sense on its own without that context. It matches the pattern of examples like 'That's good' given in the instructions. The other doctor turns (2 and 4) each contain a new standalone question, so they do not qualify.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 6 consists solely of 'Okay.', a minimal acknowledgment that is entirely about the previous patient answer and does not make sense on its own without that context. It matches the pattern of examples like 'That's good' given in the instructions. The other doctor turns (2 and 4) each contain a new standalone question, so they do not qualify.",
        "offending_turns": [
          {
            "turn_idx": 6,
            "snippet": "Okay."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:103",
      "testset_index": 2,
      "dialogue_index": 103,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 8 ('I'm so sorry to hear that.') is entirely a reaction to the patient's previous answer about their sister's death and does not contain any standalone question or new topic; it would not make sense on its own without that context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 8 ('I'm so sorry to hear that.') is entirely a reaction to the patient's previous answer about their sister's death and does not contain any standalone question or new topic; it would not make sense on its own without that context.",
        "offending_turns": [
          {
            "turn_idx": 8,
            "snippet": "I'm so sorry to hear that."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:104",
      "testset_index": 2,
      "dialogue_index": 104,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:105",
      "testset_index": 2,
      "dialogue_index": 105,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn following a patient turn is turn 2, which briefly acknowledges the patient's answer ('Okay') but then poses a new standalone question about active motion. It is not entirely about the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:106",
      "testset_index": 2,
      "dialogue_index": 106,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 is entirely a reactive empathetic response to the patient's specific previous statement about their father's death. It contains no standalone question, instruction, or new topic, and would not make sense on its own if the patient had said something different.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 is entirely a reactive empathetic response to the patient's specific previous statement about their father's death. It contains no standalone question, instruction, or new topic, and would not make sense on its own if the patient had said something different.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "I'm so sorry for your loss. Cancer is a horrible disease."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:107",
      "testset_index": 2,
      "dialogue_index": 107,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either introduces a new standalone question or, in the case of turn 26, briefly acknowledges the patient with 'Okay, so' before posing a separate standalone question. There is no doctor turn that consists entirely of a reaction, acknowledgment, or comment about the immediately previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:108",
      "testset_index": 2,
      "dialogue_index": 108,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn is entirely about the immediately preceding patient answer. Turn 4 begins with a brief acknowledgment ('Yeah, it's true.') but continues with a separate, standalone statement about the examination ('Other parts also look clear.'), so the utterance as a whole is not dependent on the previous patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:109",
      "testset_index": 2,
      "dialogue_index": 109,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Turn 2 ('Hm, I don't see any rashes or any red spots.') is a standalone clinical observation from the examination. It does not refer back to the patient's consent in the previous turn, and it makes sense on its own without that prior answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:110",
      "testset_index": 2,
      "dialogue_index": 110,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:111",
      "testset_index": 2,
      "dialogue_index": 111,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "All doctor turns are standalone questions that do not depend on the previous patient answer for their meaning; none consist entirely of a backward reference.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:112",
      "testset_index": 2,
      "dialogue_index": 112,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn contains a self-contained question, statement, or topic shift that does not rely entirely on the preceding patient turn for its meaning; none are purely backchannel or anaphoric responses.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:113",
      "testset_index": 2,
      "dialogue_index": 113,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn after a patient turn is turn 2 ('What about your mother?'), which is a standalone question that does not depend on the previous patient answer for its meaning. It is not an acknowledgment or reaction entirely about the prior turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:114",
      "testset_index": 2,
      "dialogue_index": 114,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:115",
      "testset_index": 2,
      "dialogue_index": 115,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 3"
      ],
      "drop_justification": "same side twice at turn 3",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:116",
      "testset_index": 2,
      "dialogue_index": 116,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a response to the immediately preceding patient answer. Turn 2 ('I would like to test your levels today.') is a standalone proposal that does not require the previous 'No.' to make sense, and turn 0 is an initial question with no preceding patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:117",
      "testset_index": 2,
      "dialogue_index": 117,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 10"
      ],
      "drop_justification": "same side twice at turn 10",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:118",
      "testset_index": 2,
      "dialogue_index": 118,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 2"
      ],
      "drop_justification": "same side twice at turn 2",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:119",
      "testset_index": 2,
      "dialogue_index": 119,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Turn 4 ('I am so sorry to hear that. Do you live on your own?') acknowledges the preceding patient answer but also contains a separate standalone question, so the entire utterance is not solely about the previous answer. Turn 2 is an independent question unrelated to the prior patient turn. No doctor turn consists entirely of a reaction to the immediately preceding patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:120",
      "testset_index": 2,
      "dialogue_index": 120,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either introduces a new standalone question/topic or provides substantive content that does not depend entirely on the immediately preceding patient utterance. There are no pure backchannels or acknowledgments (e.g., 'That's good', 'Yes, I do') that constitute the whole turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:121",
      "testset_index": 2,
      "dialogue_index": 121,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 ('Wow! So, you were a nurse?') is entirely a reaction to and dependent on the patient's immediately preceding statement about being a nurse; it cannot stand alone without that context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 ('Wow! So, you were a nurse?') is entirely a reaction to and dependent on the patient's immediately preceding statement about being a nurse; it cannot stand alone without that context.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "Wow! So, you were a nurse?"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:122",
      "testset_index": 2,
      "dialogue_index": 122,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:123",
      "testset_index": 2,
      "dialogue_index": 123,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn that follows a patient turn is turn 2. While it opens with 'Okay so' that acknowledges the patient's prior confirmation, the bulk of the utterance provides standalone medical findings ('I do not see any physical findings...'), answers the patient's explicit question about the plan of action, and gives independent precautionary advice. It is not entirely about the previous patient answer and makes sense on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:124",
      "testset_index": 2,
      "dialogue_index": 124,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 1"
      ],
      "drop_justification": "same side twice at turn 1",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:125",
      "testset_index": 2,
      "dialogue_index": 125,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 is entirely a backward-looking response to the patient's statement about gallbladder surgery, with anaphoric references ('that surgery', 'before') that make it incomprehensible without the preceding patient turn. Turn 6 is also entirely a reaction to the patient's mention of high sugar ('Oh wow four thirty eight! It is high.'), containing no standalone question or new topic.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 is entirely a backward-looking response to the patient's statement about gallbladder surgery, with anaphoric references ('that surgery', 'before') that make it incomprehensible without the preceding patient turn. Turn 6 is also entirely a reaction to the patient's mention of high sugar ('Oh wow four thirty eight! It is high.'), containing no standalone question or new topic.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "Yes we need to do that surgery before to avoid any risk of infections due to diabetes and it might infect the band."
          },
          {
            "turn_idx": 6,
            "snippet": "Oh, let me see. Oh wow four thirty eight! It is high."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:126",
      "testset_index": 2,
      "dialogue_index": 126,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 ('Arthroscopy?') consists entirely of a clarification about the patient's immediately preceding description of their knee procedure and would not make sense on its own without that context; it contains no standalone question or separate topic.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 ('Arthroscopy?') consists entirely of a clarification about the patient's immediately preceding description of their knee procedure and would not make sense on its own without that context; it contains no standalone question or separate topic.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "Arthroscopy?"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:127",
      "testset_index": 2,
      "dialogue_index": 127,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn following a patient turn is turn 2 ('Diabetes, hypertension, any heart diseases, cancers?'), which is a standalone question that does not depend on the preceding patient answer ('Okay shoot.') and makes sense on its own. There is no doctor turn where the entire utterance is solely about the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:128",
      "testset_index": 2,
      "dialogue_index": 128,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:129",
      "testset_index": 2,
      "dialogue_index": 129,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (manual review)"
      ],
      "drop_justification": "Manually reviewed \u2014 drop per prior-patient criterion (doctor lines depend on earlier patient wording).",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Many doctor turns paraphrase or depend on the immediately prior patient line across a long neuro follow-up.",
        "offending_turns": [
          {
            "turn_idx": 20,
            "snippet": "Right at the base of the neck then?"
          },
          {
            "turn_idx": 56,
            "snippet": "The same amount of time as your feet?"
          },
          {
            "turn_idx": 90,
            "snippet": "He said that specifically?"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:130",
      "testset_index": 2,
      "dialogue_index": 130,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 consists entirely of a minimal backchannel ('Hm.') that is wholly about the previous patient answer and would not make sense on its own without it.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 consists entirely of a minimal backchannel ('Hm.') that is wholly about the previous patient answer and would not make sense on its own without it.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "Hm."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:131",
      "testset_index": 2,
      "dialogue_index": 131,
      "kept": false,
      "drop_reasons": [
        "non doctor/patient speakers: guest_family"
      ],
      "drop_justification": "non doctor/patient speakers: guest_family",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:132",
      "testset_index": 2,
      "dialogue_index": 132,
      "kept": false,
      "drop_reasons": [
        "starts with patient, not doctor"
      ],
      "drop_justification": "starts with patient, not doctor",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:133",
      "testset_index": 2,
      "dialogue_index": 133,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn following a patient turn is turn 2, which provides substantive standalone medical advice ('For now, you can start with clear thin fluids, like broth or clear soups.'). It does not consist entirely of a back-referring acknowledgment and makes sense on its own without the preceding patient question.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:134",
      "testset_index": 2,
      "dialogue_index": 134,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "All doctor turns either introduce a new standalone topic or ask a separate follow-up question; none consist entirely of a backward-referencing acknowledgment that would be meaningless without the prior patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:135",
      "testset_index": 2,
      "dialogue_index": 135,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either introduces a new standalone question/topic or contains substantial new information beyond a mere acknowledgment of the immediately previous patient answer. None consist entirely of a reaction to the prior patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:136",
      "testset_index": 2,
      "dialogue_index": 136,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either asks a new standalone question or introduces a new action/topic. While some turns contain anaphoric references (e.g., 'this one two years ago', 'those', 'the medicines you are taking'), none consist entirely of a back-reference to the immediately preceding patient answer; each turn contains a new question, instruction, or topic that drives the dialogue forward.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:137",
      "testset_index": 2,
      "dialogue_index": 137,
      "kept": false,
      "drop_reasons": [
        "non doctor/patient speakers: guest_family"
      ],
      "drop_justification": "non doctor/patient speakers: guest_family",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:138",
      "testset_index": 2,
      "dialogue_index": 138,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn is entirely about the immediately previous patient answer; each doctor turn either poses a standalone question or combines a brief acknowledgment with a new standalone question.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:139",
      "testset_index": 2,
      "dialogue_index": 139,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn is entirely a backward-referring continuation of the immediately preceding patient answer. Turn 2 ('Do you carry an inhaler around with you?') is a standalone, self-contained question that does not depend on the previous patient line to make sense.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:140",
      "testset_index": 2,
      "dialogue_index": 140,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn that follows a patient turn contains a new standalone question or topic; no doctor utterance consists entirely of a reference to the immediately preceding patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:141",
      "testset_index": 2,
      "dialogue_index": 141,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:142",
      "testset_index": 2,
      "dialogue_index": 142,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "All doctor turns contain standalone questions or new topics. Turn 6 ('I see. What symptoms are you having today?') briefly acknowledges the patient but then asks an independent question, which matches the explicit example to keep. No turn is entirely a reaction to the immediately preceding patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:143",
      "testset_index": 2,
      "dialogue_index": 143,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Turn 2 responds to the patient's pain report but is not entirely about that previous answer; it introduces independent, substantive medical context (the pre-surgery leg condition) and stands as a complete thought rather than a pure back-reference like 'That's good' or 'Yes, I do.'",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:144",
      "testset_index": 2,
      "dialogue_index": 144,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:145",
      "testset_index": 2,
      "dialogue_index": 145,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('Congratulations on another year!') and turn 16 ('Sir, we've talked about this, it's important for you to get into these classes.') are entirely about the immediately preceding patient turn and contain no separate question or new topic; they would not make sense on their own without that prior patient context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('Congratulations on another year!') and turn 16 ('Sir, we've talked about this, it's important for you to get into these classes.') are entirely about the immediately preceding patient turn and contain no separate question or new topic; they would not make sense on their own without that prior patient context.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "Congratulations on another year!"
          },
          {
            "turn_idx": 16,
            "snippet": "Sir, we've talked about this, it's important for you to get into these classes."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:146",
      "testset_index": 2,
      "dialogue_index": 146,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Turn 2 ('How much do you take per day?') is a standalone dosage question that is intelligible on its own; it is not a purely context-dependent reaction/acknowledgment like 'Yes, I do' or 'That's good' that would make no sense without the prior patient turn.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:147",
      "testset_index": 2,
      "dialogue_index": 147,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn contains a standalone question, observation, or new topic; none consist entirely of a back-reference to the immediately preceding patient answer that would be meaningless on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:148",
      "testset_index": 2,
      "dialogue_index": 148,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('Okay.') is a pure acknowledgment of the patient's prior answer with no standalone content or new topic; the entire utterance depends on the previous patient turn and would not make sense on its own.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('Okay.') is a pure acknowledgment of the patient's prior answer with no standalone content or new topic; the entire utterance depends on the previous patient turn and would not make sense on its own.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "Okay."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:149",
      "testset_index": 2,
      "dialogue_index": 149,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a response to the immediately preceding patient answer. Every doctor utterance contains substantive standalone content\u2014a new question, a symptom observation, or a diagnosis\u2014that makes sense on its own, even if it contains brief transitional words like 'Okay' or 'Plus'.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:150",
      "testset_index": 2,
      "dialogue_index": 150,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a response to the immediately preceding patient answer; every doctor line either is a standalone question or introduces a new topic/question after any brief acknowledgment.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:151",
      "testset_index": 2,
      "dialogue_index": 151,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn that follows a patient turn either introduces a new topic/standalone question or pairs a brief acknowledgement with a separate new question. None consist entirely of a backchannel, agreement, or other utterance that is wholly about the previous patient answer and would not make sense on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:152",
      "testset_index": 2,
      "dialogue_index": 152,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (manual review)"
      ],
      "drop_justification": "Manually reviewed \u2014 drop per prior-patient criterion (doctor lines depend on earlier patient wording).",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Doctor reads back the patient's written med list and op notes the patient just provided.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "this shows that you have a history of high blood pressure"
          },
          {
            "turn_idx": 12,
            "snippet": "these show you had no preoperative angina"
          },
          {
            "turn_idx": 16,
            "snippet": "Do you remember what the lower back surgery was?"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:153",
      "testset_index": 2,
      "dialogue_index": 153,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:154",
      "testset_index": 2,
      "dialogue_index": 154,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:155",
      "testset_index": 2,
      "dialogue_index": 155,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:156",
      "testset_index": 2,
      "dialogue_index": 156,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('Okay.') is entirely an acknowledgment of the patient's previous answer and would not make sense on its own without that context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('Okay.') is entirely an acknowledgment of the patient's previous answer and would not make sense on its own without that context.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "Okay."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:157",
      "testset_index": 2,
      "dialogue_index": 157,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('Ah, I see.') is entirely an acknowledgment of the patient's previous answer about medications and contains no standalone question or new topic; it would not make sense on its own without that prior patient turn.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('Ah, I see.') is entirely an acknowledgment of the patient's previous answer about medications and contains no standalone question or new topic; it would not make sense on its own without that prior patient turn.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "Ah, I see."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:158",
      "testset_index": 2,
      "dialogue_index": 158,
      "kept": false,
      "drop_reasons": [
        "non doctor/patient speakers: guest_family"
      ],
      "drop_justification": "non doctor/patient speakers: guest_family",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:159",
      "testset_index": 2,
      "dialogue_index": 159,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 22 ('Which shoulder left or right?') is entirely contingent on the patient having just mentioned shoulder pain in turn 21. It contains no standalone question or new topic and would not make sense on its own without that prior context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 22 ('Which shoulder left or right?') is entirely contingent on the patient having just mentioned shoulder pain in turn 21. It contains no standalone question or new topic and would not make sense on its own without that prior context.",
        "offending_turns": [
          {
            "turn_idx": 22,
            "snippet": "Which shoulder left or right?"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:160",
      "testset_index": 2,
      "dialogue_index": 160,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn is entirely a back-referential reaction to the immediately preceding patient utterance. Turn 2 ('Which two surgeries?') is an information-seeking question that stands on its own, and turn 4 ('Do you remember experiencing any complications post op?') introduces a new topic. Turn 0 has no preceding patient turn in the snippet.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:161",
      "testset_index": 2,
      "dialogue_index": 161,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 8 ('Good!') is entirely a reaction to the immediately preceding patient answer and would not make sense on its own without it; it matches the pattern of acknowledgement-only lines like 'That's good' that must cause a drop.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 8 ('Good!') is entirely a reaction to the immediately preceding patient answer and would not make sense on its own without it; it matches the pattern of acknowledgement-only lines like 'That's good' that must cause a drop.",
        "offending_turns": [
          {
            "turn_idx": 8,
            "snippet": "Good!"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:162",
      "testset_index": 2,
      "dialogue_index": 162,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either introduces a new standalone question or topic, or combines a brief acknowledgment with a new question. There is no doctor turn whose entire utterance is purely a reaction to the immediately preceding patient answer (e.g., a standalone backchannel or agreement) that would be meaningless on its own.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:163",
      "testset_index": 2,
      "dialogue_index": 163,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:164",
      "testset_index": 2,
      "dialogue_index": 164,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 16"
      ],
      "drop_justification": "same side twice at turn 16",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:165",
      "testset_index": 2,
      "dialogue_index": 165,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 6 is entirely contingent on the previous patient answer ('I have not') and would not make sense on its own without that context; it contains no separate standalone question or new topic.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 6 is entirely contingent on the previous patient answer ('I have not') and would not make sense on its own without that context; it contains no separate standalone question or new topic.",
        "offending_turns": [
          {
            "turn_idx": 6,
            "snippet": "I take it that means no vomiting too right?"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:166",
      "testset_index": 2,
      "dialogue_index": 166,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 is entirely a direct answer to the patient's immediately preceding questions and cannot stand alone without that context; the line makes no sense on its own.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 is entirely a direct answer to the patient's immediately preceding questions and cannot stand alone without that context; the line makes no sense on its own.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "No, I do not see any foreign body or anything unusual."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:167",
      "testset_index": 2,
      "dialogue_index": 167,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn is entirely about the immediately preceding patient answer in a way that would fail to make sense on its own. Turn 2 ('Meanwhile I need you to get some blood tests.') introduces a new standalone instruction after the patient's 'Okay!'. Turn 4 ('Just get the complete blood panel for now. I will put an order for that too.') is a self-contained imperative and statement that does not depend on the prior turn for coherence, even though it answers the patient's question.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:168",
      "testset_index": 2,
      "dialogue_index": 168,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 6 is entirely an acknowledgment ('Okay.') of the patient's immediately preceding answer ('No, nothing like that.') and has no standalone content; it would not make sense without the previous patient turn.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 6 is entirely an acknowledgment ('Okay.') of the patient's immediately preceding answer ('No, nothing like that.') and has no standalone content; it would not make sense without the previous patient turn.",
        "offending_turns": [
          {
            "turn_idx": 6,
            "snippet": "Okay."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:169",
      "testset_index": 2,
      "dialogue_index": 169,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('That is good.') is entirely a reaction to the patient's previous answer and has no standalone meaning without it.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('That is good.') is entirely a reaction to the patient's previous answer and has no standalone meaning without it.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "That is good."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:170",
      "testset_index": 2,
      "dialogue_index": 170,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 ('Okay.') is a minimal acknowledgment entirely dependent on the previous patient answer ('No, nothing like that.') and does not make sense on its own; it contains no standalone question or new topic.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 ('Okay.') is a minimal acknowledgment entirely dependent on the previous patient answer ('No, nothing like that.') and does not make sense on its own; it contains no standalone question or new topic.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "Okay."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:171",
      "testset_index": 2,
      "dialogue_index": 171,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a reaction or acknowledgment to the immediately preceding patient answer. Turn 2 provides standalone examples; turn 4 asks a new standalone question about Parkinson disease; turn 6 asks a substantive follow-up question seeking new information (blood relation). None would be categorized as purely dependent utterances like 'Yes, I do.' or 'That's good'.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:172",
      "testset_index": 2,
      "dialogue_index": 172,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Every doctor turn either asks a standalone question (turns 0, 2, 4) or asks a new question seeking additional information (turn 6: 'But otherwise healthy?'). Turn 6, while containing a transitional 'But' that references the prior surgeries, is not entirely about the previous patient answer; it introduces a separate inquiry about general health status. None of the doctor turns are pure backward-referencing acknowledgments like 'That's good' or 'Yes, I do.'",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:173",
      "testset_index": 2,
      "dialogue_index": 173,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('It must be D and C.') is entirely a backward-referencing interpretation of the patient's prior answer about miscarriage surgery and does not make sense as a standalone utterance without that context.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('It must be D and C.') is entirely a backward-referencing interpretation of the patient's prior answer about miscarriage surgery and does not make sense as a standalone utterance without that context.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "It must be D and C."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:174",
      "testset_index": 2,
      "dialogue_index": 174,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a back-reference to the immediately preceding patient turn that would be nonsensical on its own. Each doctor utterance is either a standalone question or interpretable independently, and none match the pattern of pure anaphoric replies like 'Yes, I do' or 'That's good'.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:175",
      "testset_index": 2,
      "dialogue_index": 175,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn following a patient turn (turn 2) acknowledges the patient's prior answer but also contains a separate standalone question ('Is there anything else you know about?'), so the entire utterance is not solely about the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:176",
      "testset_index": 2,
      "dialogue_index": 176,
      "kept": false,
      "drop_reasons": [
        "no patient/guest patient turns"
      ],
      "drop_justification": "no patient/guest patient turns",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:177",
      "testset_index": 2,
      "dialogue_index": 177,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 is entirely a reaction to and question about the previous patient answer ('I work full time duty'). Both 'Wow, that is amazing' and 'How do you do it?' lack standalone meaning without the prior context; the whole utterance depends on the patient turn.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 is entirely a reaction to and question about the previous patient answer ('I work full time duty'). Both 'Wow, that is amazing' and 'How do you do it?' lack standalone meaning without the prior context; the whole utterance depends on the patient turn.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "Wow, that is amazing. How do you do it?"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:178",
      "testset_index": 2,
      "dialogue_index": 178,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a backward-looking acknowledgment or assessment of the immediately preceding patient turn. Every doctor utterance either asks a new standalone question, makes a new recommendation, or provides substantive new information (even when answering a patient question), so none would fail to make sense on their own as a standalone line.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:179",
      "testset_index": 2,
      "dialogue_index": 179,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('What for?') consists entirely of a backward-referring request for elaboration on the patient's prior statement. Without the previous patient turn, the utterance is uninterpretable and does not make sense on its own.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('What for?') consists entirely of a backward-referring request for elaboration on the patient's prior statement. Without the previous patient turn, the utterance is uninterpretable and does not make sense on its own.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "What for?"
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:180",
      "testset_index": 2,
      "dialogue_index": 180,
      "kept": false,
      "drop_reasons": [
        "non doctor/patient speakers: guest_family"
      ],
      "drop_justification": "non doctor/patient speakers: guest_family",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:181",
      "testset_index": 2,
      "dialogue_index": 181,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:182",
      "testset_index": 2,
      "dialogue_index": 182,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "Doctor turn 2 ('I am sorry to hear that. What is going on?') follows a patient turn but only briefly acknowledges the patient's answer before asking a standalone question. Because the turn contains a separate, self-contained question, the entire utterance is not solely about the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:183",
      "testset_index": 2,
      "dialogue_index": 183,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('Okay.') is a brief acknowledgment that refers entirely to the previous patient answer and does not make sense on its own without that context; it is equivalent to the 'That's good' example given for dropping.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('Okay.') is a brief acknowledgment that refers entirely to the previous patient answer and does not make sense on its own without that context; it is equivalent to the 'That's good' example given for dropping.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "Okay."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:184",
      "testset_index": 2,
      "dialogue_index": 184,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 ('Please send her my greetings as well.') is entirely about the immediately preceding patient turn and cannot stand alone without it; 'her' and 'as well' have no referent without the patient saying Mrs. X sends her hellos.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 ('Please send her my greetings as well.') is entirely about the immediately preceding patient turn and cannot stand alone without it; 'her' and 'as well' have no referent without the patient saying Mrs. X sends her hellos.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "Please send her my greetings as well."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:185",
      "testset_index": 2,
      "dialogue_index": 185,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a non-standalone reaction to the immediately preceding patient turn. Every doctor turn either introduces a new standalone question/topic or pairs a brief acknowledgment (e.g., 'I see.', 'You're very welcome.') with a separate, self-contained question.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:186",
      "testset_index": 2,
      "dialogue_index": 186,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "No doctor turn consists entirely of a backward-looking acknowledgment that would be nonsensical without the immediate prior patient turn. Turn 2 briefly acknowledges but then asks a standalone question. Turns 4, 6, and 8 are substantive follow-ups (a question, a recommendation, and a hope) that advance the dialogue rather than serving as minimal responses like 'That's good' or 'Yes, I do.' Turn 10 is a standalone question unrelated to the prior patient answer. If unsure, keep.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:187",
      "testset_index": 2,
      "dialogue_index": 187,
      "kept": false,
      "drop_reasons": [
        "same side twice at turn 5"
      ],
      "drop_justification": "same side twice at turn 5",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:188",
      "testset_index": 2,
      "dialogue_index": 188,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:189",
      "testset_index": 2,
      "dialogue_index": 189,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn following a patient turn is turn 2 ('What about other things, like high blood pressure?'), which is a standalone question and does not consist entirely of a response to the previous patient answer.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:190",
      "testset_index": 2,
      "dialogue_index": 190,
      "kept": false,
      "drop_reasons": [
        "no patient/guest patient turns"
      ],
      "drop_justification": "no patient/guest patient turns",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:191",
      "testset_index": 2,
      "dialogue_index": 191,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('Okay.') is entirely an acknowledgment of the patient's previous answer and contains no standalone question or new topic; it would not make sense on its own without the preceding patient turn.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('Okay.') is entirely an acknowledgment of the patient's previous answer and contains no standalone question or new topic; it would not make sense on its own without the preceding patient turn.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "Okay."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:192",
      "testset_index": 2,
      "dialogue_index": 192,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 2 ('So no complications.') is entirely an inference based on the patient's immediately preceding 'Yes' and does not make sense as a standalone utterance without that prior answer.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 2 ('So no complications.') is entirely an inference based on the patient's immediately preceding 'Yes' and does not make sense as a standalone utterance without that prior answer.",
        "offending_turns": [
          {
            "turn_idx": 2,
            "snippet": "So no complications."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:193",
      "testset_index": 2,
      "dialogue_index": 193,
      "kept": false,
      "drop_reasons": [
        "only 2 turns (min 3)"
      ],
      "drop_justification": "only 2 turns (min 3)",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:194",
      "testset_index": 2,
      "dialogue_index": 194,
      "kept": false,
      "drop_reasons": [
        "no patient/guest patient turns"
      ],
      "drop_justification": "no patient/guest patient turns",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:195",
      "testset_index": 2,
      "dialogue_index": 195,
      "kept": true,
      "drop_reasons": [],
      "drop_justification": "",
      "kimi_result": {
        "drop_dialogue": false,
        "reason": "The only doctor turn following a patient turn is turn 2. While it opens with an acknowledgment ('I am sorry to hear that') referring to the patient's worsening symptoms, the remainder of the utterance introduces a new, standalone topic about dialysis treatments. Because the entire line is not solely about the previous patient answer and contains an independent statement/question, the dialogue should be kept.",
        "offending_turns": [],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:196",
      "testset_index": 2,
      "dialogue_index": 196,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 6 ('Okay, good.') is entirely an acknowledgment of the immediately preceding patient answer ('Nothing like that.') and would not make sense on its own without that context, matching the pattern of lines like 'That's good' that should cause a drop.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 6 ('Okay, good.') is entirely an acknowledgment of the immediately preceding patient answer ('Nothing like that.') and would not make sense on its own without that context, matching the pattern of lines like 'That's good' that should cause a drop.",
        "offending_turns": [
          {
            "turn_idx": 6,
            "snippet": "Okay, good."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:197",
      "testset_index": 2,
      "dialogue_index": 197,
      "kept": false,
      "drop_reasons": [
        "no patient/guest patient turns"
      ],
      "drop_justification": "no patient/guest patient turns",
      "kimi_result": null
    },
    {
      "dialogue_id": "2:198",
      "testset_index": 2,
      "dialogue_index": 198,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 ('Alright.') is entirely a backward-looking acknowledgment of the patient's previous answer and would not make sense on its own without it; it matches the pattern of utterances like 'That's good' that are meant to be dropped.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 ('Alright.') is entirely a backward-looking acknowledgment of the patient's previous answer and would not make sense on its own without it; it matches the pattern of utterances like 'That's good' that are meant to be dropped.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "Alright."
          }
        ],
        "cached": false
      }
    },
    {
      "dialogue_id": "2:199",
      "testset_index": 2,
      "dialogue_index": 199,
      "kept": false,
      "drop_reasons": [
        "doctor refers to prior patient (kimi)"
      ],
      "drop_justification": "Turn 4 ('I am so sorry, miss.') is entirely a reactive empathy statement about the patient's immediately preceding answer regarding her mother's death. It contains no new question or standalone topic and is completely dependent on that prior patient turn.",
      "kimi_result": {
        "drop_dialogue": true,
        "reason": "Turn 4 ('I am so sorry, miss.') is entirely a reactive empathy statement about the patient's immediately preceding answer regarding her mother's death. It contains no new question or standalone topic and is completely dependent on that prior patient turn.",
        "offending_turns": [
          {
            "turn_idx": 4,
            "snippet": "I am so sorry, miss."
          }
        ],
        "cached": false
      }
    }
  ]
}