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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
episode_id: string
source_row_id: int64
split: string
difficulty: string
example_type: string
messages: list<item: struct<role: string, content: string>>
  child 0, item: struct<role: string, content: string>
      child 0, role: string
      child 1, content: string
target: string
metadata: struct<source_labels: struct<condition: string, urgency: string>, teacher_condition: string, teacher (... 143 chars omitted)
  child 0, source_labels: struct<condition: string, urgency: string>
      child 0, condition: string
      child 1, urgency: string
  child 1, teacher_condition: string
  child 2, teacher_urgency: string
  child 3, hidden_signals: list<item: string>
      child 0, item: string
  child 4, source_teacher_condition_match: bool
  child 5, source_teacher_urgency_match: bool
  child 6, reward: double
trajectory: null
label_alignment: struct<condition_match: bool, urgency_match: bool>
  child 0, condition_match: bool
  child 1, urgency_match: bool
initial_hidden_signals: list<item: string>
  child 0, item: string
reward_components: struct<class_weight: double, condition_score: double, urgency_score: double, under_escalation_penalt (... 93 chars omitted)
  child 0, class_weight: double
  child 1, condition_score: double
  child 2, urgency_score: double
  child 3, under_escalation_penalty: double
  child 4, danger_override_penalty: double
  child 5, data_recency_bonus: double
  child 6, total_reward: double
source_labels: struct<condition: string, urgency: string>
  child 0, condition: string
  child 1, urgency: string
reference_labels: struct<condition: string, urgency: string>
  child 0, condition: string
  child 1, urgency: string
action_space: struct<action_type: list<item: string>, condition: list<item: string>, urgency: list<item: string>>
  child 0, action_type: list<item: string>
      child 0, item: string
  child 1, condition: list<item: string>
      child 0, item: string
  child 2, urgency: list<item: string>
      child 0, item: string
final_reward: double
initial_action_type: string
observation_full: struct<user_id: int64, weeks_pregnant: int64, trimester: int64, region: string, risk_flags: list<ite (... 225 chars omitted)
  child 0, user_id: int64
  child 1, weeks_pregnant: int64
  child 2, trimester: int64
  child 3, region: string
  child 4, risk_flags: list<item: string>
      child 0, item: string
  child 5, bp_trend: string
  child 6, avg_kick_count: double
  child 7, avg_meals: double
  child 8, avg_sleep: double
  child 9, latest_weight_kg: double
  child 10, latest_energy: int64
  child 11, latest_breathlessness: int64
  child 12, history_flags: list<item: string>
      child 0, item: string
  child 13, days_of_data: int64
to
{'episode_id': Value('string'), 'source_row_id': Value('int64'), 'split': Value('string'), 'difficulty': Value('string'), 'action_space': {'action_type': List(Value('string')), 'condition': List(Value('string')), 'urgency': List(Value('string'))}, 'source_labels': {'condition': Value('string'), 'urgency': Value('string')}, 'reference_labels': {'condition': Value('string'), 'urgency': Value('string')}, 'label_alignment': {'condition_match': Value('bool'), 'urgency_match': Value('bool')}, 'observation_full': {'user_id': Value('int64'), 'weeks_pregnant': Value('int64'), 'trimester': Value('int64'), 'region': Value('string'), 'risk_flags': List(Value('string')), 'bp_trend': Value('string'), 'avg_kick_count': Value('float64'), 'avg_meals': Value('float64'), 'avg_sleep': Value('float64'), 'latest_weight_kg': Value('float64'), 'latest_energy': Value('int64'), 'latest_breathlessness': Value('int64'), 'history_flags': List(Value('string')), 'days_of_data': Value('int64')}, 'initial_hidden_signals': List(Value('string')), 'initial_action_type': Value('string'), 'trajectory': List(Json(decode=True)), 'final_reward': Value('float64'), 'reward_components': {'class_weight': Value('float64'), 'condition_score': Value('float64'), 'urgency_score': Value('float64'), 'under_escalation_penalty': Value('float64'), 'danger_override_penalty': Value('float64'), 'data_recency_bonus': Value('float64'), 'total_reward': Value('float64')}}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 295, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2281, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2227, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              episode_id: string
              source_row_id: int64
              split: string
              difficulty: string
              example_type: string
              messages: list<item: struct<role: string, content: string>>
                child 0, item: struct<role: string, content: string>
                    child 0, role: string
                    child 1, content: string
              target: string
              metadata: struct<source_labels: struct<condition: string, urgency: string>, teacher_condition: string, teacher (... 143 chars omitted)
                child 0, source_labels: struct<condition: string, urgency: string>
                    child 0, condition: string
                    child 1, urgency: string
                child 1, teacher_condition: string
                child 2, teacher_urgency: string
                child 3, hidden_signals: list<item: string>
                    child 0, item: string
                child 4, source_teacher_condition_match: bool
                child 5, source_teacher_urgency_match: bool
                child 6, reward: double
              trajectory: null
              label_alignment: struct<condition_match: bool, urgency_match: bool>
                child 0, condition_match: bool
                child 1, urgency_match: bool
              initial_hidden_signals: list<item: string>
                child 0, item: string
              reward_components: struct<class_weight: double, condition_score: double, urgency_score: double, under_escalation_penalt (... 93 chars omitted)
                child 0, class_weight: double
                child 1, condition_score: double
                child 2, urgency_score: double
                child 3, under_escalation_penalty: double
                child 4, danger_override_penalty: double
                child 5, data_recency_bonus: double
                child 6, total_reward: double
              source_labels: struct<condition: string, urgency: string>
                child 0, condition: string
                child 1, urgency: string
              reference_labels: struct<condition: string, urgency: string>
                child 0, condition: string
                child 1, urgency: string
              action_space: struct<action_type: list<item: string>, condition: list<item: string>, urgency: list<item: string>>
                child 0, action_type: list<item: string>
                    child 0, item: string
                child 1, condition: list<item: string>
                    child 0, item: string
                child 2, urgency: list<item: string>
                    child 0, item: string
              final_reward: double
              initial_action_type: string
              observation_full: struct<user_id: int64, weeks_pregnant: int64, trimester: int64, region: string, risk_flags: list<ite (... 225 chars omitted)
                child 0, user_id: int64
                child 1, weeks_pregnant: int64
                child 2, trimester: int64
                child 3, region: string
                child 4, risk_flags: list<item: string>
                    child 0, item: string
                child 5, bp_trend: string
                child 6, avg_kick_count: double
                child 7, avg_meals: double
                child 8, avg_sleep: double
                child 9, latest_weight_kg: double
                child 10, latest_energy: int64
                child 11, latest_breathlessness: int64
                child 12, history_flags: list<item: string>
                    child 0, item: string
                child 13, days_of_data: int64
              to
              {'episode_id': Value('string'), 'source_row_id': Value('int64'), 'split': Value('string'), 'difficulty': Value('string'), 'action_space': {'action_type': List(Value('string')), 'condition': List(Value('string')), 'urgency': List(Value('string'))}, 'source_labels': {'condition': Value('string'), 'urgency': Value('string')}, 'reference_labels': {'condition': Value('string'), 'urgency': Value('string')}, 'label_alignment': {'condition_match': Value('bool'), 'urgency_match': Value('bool')}, 'observation_full': {'user_id': Value('int64'), 'weeks_pregnant': Value('int64'), 'trimester': Value('int64'), 'region': Value('string'), 'risk_flags': List(Value('string')), 'bp_trend': Value('string'), 'avg_kick_count': Value('float64'), 'avg_meals': Value('float64'), 'avg_sleep': Value('float64'), 'latest_weight_kg': Value('float64'), 'latest_energy': Value('int64'), 'latest_breathlessness': Value('int64'), 'history_flags': List(Value('string')), 'days_of_data': Value('int64')}, 'initial_hidden_signals': List(Value('string')), 'initial_action_type': Value('string'), 'trajectory': List(Json(decode=True)), 'final_reward': Value('float64'), 'reward_components': {'class_weight': Value('float64'), 'condition_score': Value('float64'), 'urgency_score': Value('float64'), 'under_escalation_penalty': Value('float64'), 'danger_override_penalty': Value('float64'), 'data_recency_bonus': Value('float64'), 'total_reward': Value('float64')}}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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episode_id
string
source_row_id
int64
split
string
difficulty
string
action_space
dict
source_labels
dict
reference_labels
dict
label_alignment
dict
observation_full
dict
initial_hidden_signals
list
initial_action_type
string
trajectory
list
final_reward
float64
reward_components
dict
csv_000001
1
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "preterm_risk", "urgency": "visit_phc_this_week" }
{ "condition": "fetal_distress", "urgency": "go_to_hospital_today" }
{ "condition_match": false, "urgency_match": false }
{ "user_id": 1, "weeks_pregnant": 9, "trimester": 1, "region": "Jharkhand", "risk_flags": [ "DANGER_BLEEDING", "LOW_KICK_AVG" ], "bp_trend": "falling", "avg_kick_count": 5, "avg_meals": 4, "avg_sleep": 7.7, "latest_weight_kg": 46.4, "latest_energy": 1, "latest_breathlessness": 2, "hi...
[ "avg_kick_count", "risk_flags" ]
request_kick_count
[ { "turn": 1, "stage": "request_kick_count", "observation": { "user_id": 1, "weeks_pregnant": 9, "trimester": 1, "region": "Jharkhand", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": null, "avg_meals": 4, "avg_sleep": 7.7, "latest_we...
24.5
{ "class_weight": 1.25, "condition_score": 15, "urgency_score": 7.5, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 2, "total_reward": 24.5 }
csv_000002
2
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "fetal_distress", "urgency": "go_to_hospital_today" }
{ "condition": "fetal_distress", "urgency": "go_to_hospital_today" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 2, "weeks_pregnant": 34, "trimester": 3, "region": "Madhya Pradesh", "risk_flags": [ "DANGER_BLEEDING", "DANGER_LOW_KICKS", "LOW_KICK_AVG" ], "bp_trend": "falling", "avg_kick_count": 0, "avg_meals": 2, "avg_sleep": 7.5, "latest_weight_kg": 88.1, "latest_energy": 3, "la...
[ "avg_kick_count", "risk_flags" ]
request_kick_count
[ { "turn": 1, "stage": "request_kick_count", "observation": { "user_id": 2, "weeks_pregnant": 34, "trimester": 3, "region": "Madhya Pradesh", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": null, "avg_meals": 2, "avg_sleep": 7.5, "lat...
23.5
{ "class_weight": 1.25, "condition_score": 15, "urgency_score": 7.5, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 1, "total_reward": 23.5 }
csv_000003
3
train
medium
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition": "gestational_diabetes", "urgency": "visit_phc_this_week" }
{ "condition_match": false, "urgency_match": false }
{ "user_id": 3, "weeks_pregnant": 37, "trimester": 3, "region": "Delhi", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": 9, "avg_meals": 4, "avg_sleep": 5.5, "latest_weight_kg": 61.3, "latest_energy": 2, "latest_breathlessness": 1, "history_flags": [ "family_diabetes" ], "day...
[ "latest_weight_kg", "avg_meals" ]
refer_to_phc
[ { "turn": 1, "stage": "refer_to_phc", "observation": { "user_id": 3, "weeks_pregnant": 37, "trimester": 3, "region": "Delhi", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": 9, "avg_meals": null, "avg_sleep": 5.5, "latest_weight_kg": ...
18
{ "class_weight": 1, "condition_score": 12, "urgency_score": 6, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 0, "total_reward": 18 }
csv_000004
4
train
medium
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 4, "weeks_pregnant": 32, "trimester": 3, "region": "Jharkhand", "risk_flags": [ "BP_RISING_TREND" ], "bp_trend": "rising", "avg_kick_count": 13, "avg_meals": 2, "avg_sleep": 5.9, "latest_weight_kg": 87.1, "latest_energy": 1, "latest_breathlessness": 5, "history_flags": [], ...
[ "risk_flags", "bp_trend" ]
advance_day
[ { "turn": 1, "stage": "advance_day", "observation": { "user_id": 4, "weeks_pregnant": 32, "trimester": 3, "region": "Jharkhand", "risk_flags": [], "bp_trend": null, "avg_kick_count": 13, "avg_meals": 2, "avg_sleep": 5.9, "latest_weight_kg": 87....
17.2
{ "class_weight": 0.9, "condition_score": 10.8, "urgency_score": 5.4, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 1, "total_reward": 17.2 }
csv_000005
5
train
medium
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "gestational_diabetes", "urgency": "visit_phc_this_week" }
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition_match": false, "urgency_match": false }
{ "user_id": 5, "weeks_pregnant": 22, "trimester": 2, "region": "Odisha", "risk_flags": [ "BP_RISING_TREND" ], "bp_trend": "rising", "avg_kick_count": 9, "avg_meals": 2, "avg_sleep": 5.3, "latest_weight_kg": 84.4, "latest_energy": 3, "latest_breathlessness": 2, "history_flags": [], "da...
[ "risk_flags", "bp_trend" ]
advance_day
[ { "turn": 1, "stage": "advance_day", "observation": { "user_id": 5, "weeks_pregnant": 22, "trimester": 2, "region": "Odisha", "risk_flags": [], "bp_trend": null, "avg_kick_count": 9, "avg_meals": 2, "avg_sleep": 5.3, "latest_weight_kg": 84.4, ...
16.2
{ "class_weight": 0.9, "condition_score": 10.8, "urgency_score": 5.4, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 0, "total_reward": 16.2 }
csv_000006
6
train
easy
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "gestational_diabetes", "urgency": "visit_phc_this_week" }
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition_match": false, "urgency_match": false }
{ "user_id": 6, "weeks_pregnant": 23, "trimester": 2, "region": "Delhi", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": 10, "avg_meals": 3, "avg_sleep": 6, "latest_weight_kg": 67.9, "latest_energy": 1, "latest_breathlessness": 1, "history_flags": [], "days_of_data": 2 }
[ "risk_flags" ]
advance_day
[ { "turn": 1, "stage": "advance_day", "observation": { "user_id": 6, "weeks_pregnant": 23, "trimester": 2, "region": "Delhi", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": 10, "avg_meals": 3, "avg_sleep": 6, "latest_weight_kg": 67.9...
17.2
{ "class_weight": 0.9, "condition_score": 10.8, "urgency_score": 5.4, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 1, "total_reward": 17.2 }
csv_000007
7
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "preterm_risk", "urgency": "visit_phc_this_week" }
{ "condition": "preterm_risk", "urgency": "go_to_hospital_today" }
{ "condition_match": true, "urgency_match": false }
{ "user_id": 7, "weeks_pregnant": 32, "trimester": 3, "region": "Gujarat", "risk_flags": [ "DANGER_BLEEDING" ], "bp_trend": "falling", "avg_kick_count": 12, "avg_meals": 2, "avg_sleep": 7.4, "latest_weight_kg": 78.8, "latest_energy": 3, "latest_breathlessness": 1, "history_flags": [ ...
[ "avg_kick_count", "risk_flags" ]
request_kick_count
[ { "turn": 1, "stage": "request_kick_count", "observation": { "user_id": 7, "weeks_pregnant": 32, "trimester": 3, "region": "Gujarat", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": null, "avg_meals": 2, "avg_sleep": 7.4, "latest_wei...
22.7
{ "class_weight": 1.15, "condition_score": 13.8, "urgency_score": 6.9, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 2, "total_reward": 22.7 }
csv_000008
8
train
medium
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "gestational_diabetes", "urgency": "visit_phc_this_week" }
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition_match": false, "urgency_match": false }
{ "user_id": 8, "weeks_pregnant": 40, "trimester": 3, "region": "Rajasthan", "risk_flags": [ "BP_RISING_TREND" ], "bp_trend": "rising", "avg_kick_count": 8, "avg_meals": 3, "avg_sleep": 6.5, "latest_weight_kg": 52.3, "latest_energy": 5, "latest_breathlessness": 1, "history_flags": [], ...
[ "risk_flags", "bp_trend" ]
advance_day
[ { "turn": 1, "stage": "advance_day", "observation": { "user_id": 8, "weeks_pregnant": 40, "trimester": 3, "region": "Rajasthan", "risk_flags": [], "bp_trend": null, "avg_kick_count": 8, "avg_meals": 3, "avg_sleep": 6.5, "latest_weight_kg": 52.3...
17.2
{ "class_weight": 0.9, "condition_score": 10.8, "urgency_score": 5.4, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 1, "total_reward": 17.2 }
csv_000010
10
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "fetal_distress", "urgency": "go_to_hospital_today" }
{ "condition": "fetal_distress", "urgency": "go_to_hospital_today" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 10, "weeks_pregnant": 27, "trimester": 3, "region": "Gujarat", "risk_flags": [ "LOW_KICK_AVG" ], "bp_trend": "stable", "avg_kick_count": 3, "avg_meals": 2, "avg_sleep": 5.2, "latest_weight_kg": 69.9, "latest_energy": 5, "latest_breathlessness": 2, "history_flags": [ "fam...
[ "avg_kick_count", "risk_flags" ]
request_kick_count
[ { "turn": 1, "stage": "request_kick_count", "observation": { "user_id": 10, "weeks_pregnant": 27, "trimester": 3, "region": "Gujarat", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": null, "avg_meals": 2, "avg_sleep": 5.2, "latest_wei...
22.5
{ "class_weight": 1.25, "condition_score": 15, "urgency_score": 7.5, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 0, "total_reward": 22.5 }
csv_000011
11
train
medium
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition": "preterm_risk", "urgency": "visit_phc_this_week" }
{ "condition_match": false, "urgency_match": false }
{ "user_id": 11, "weeks_pregnant": 12, "trimester": 1, "region": "Delhi", "risk_flags": [ "BP_RISING_TREND" ], "bp_trend": "rising", "avg_kick_count": 15, "avg_meals": 2, "avg_sleep": 6.7, "latest_weight_kg": 70.9, "latest_energy": 2, "latest_breathlessness": 4, "history_flags": [ "p...
[ "avg_kick_count", "risk_flags" ]
request_kick_count
[ { "turn": 1, "stage": "request_kick_count", "observation": { "user_id": 11, "weeks_pregnant": 12, "trimester": 1, "region": "Delhi", "risk_flags": [], "bp_trend": "rising", "avg_kick_count": null, "avg_meals": 2, "avg_sleep": 6.7, "latest_weigh...
21.7
{ "class_weight": 1.15, "condition_score": 13.8, "urgency_score": 6.9, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 1, "total_reward": 21.7 }
csv_000012
12
train
medium
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "anemia", "urgency": "visit_phc_this_week" }
{ "condition": "anemia", "urgency": "visit_phc_this_week" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 12, "weeks_pregnant": 37, "trimester": 3, "region": "Uttar Pradesh", "risk_flags": [ "LOW_NUTRITION" ], "bp_trend": "falling", "avg_kick_count": 9, "avg_meals": 1, "avg_sleep": 5.2, "latest_weight_kg": 64, "latest_energy": 3, "latest_breathlessness": 4, "history_flags": [], ...
[ "avg_meals", "latest_energy" ]
refer_to_phc
[ { "turn": 1, "stage": "refer_to_phc", "observation": { "user_id": 12, "weeks_pregnant": 37, "trimester": 3, "region": "Uttar Pradesh", "risk_flags": [ "LOW_NUTRITION" ], "bp_trend": "falling", "avg_kick_count": 9, "avg_meals": null, "av...
18
{ "class_weight": 1, "condition_score": 12, "urgency_score": 6, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 0, "total_reward": 18 }
csv_000013
13
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "preeclampsia", "urgency": "go_to_hospital_today" }
{ "condition": "preeclampsia", "urgency": "go_to_hospital_today" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 13, "weeks_pregnant": 8, "trimester": 1, "region": "Bihar", "risk_flags": [ "HIGH_BP", "HIGH_PREECLAMPSIA_SIGNAL", "LOW_KICK_AVG", "BP_RISING_TREND" ], "bp_trend": "rising", "avg_kick_count": 4, "avg_meals": 2, "avg_sleep": 5.9, "latest_weight_kg": 80.3, "latest_ener...
[ "risk_flags", "bp_trend" ]
request_bp_recheck
[ { "turn": 1, "stage": "request_bp_recheck", "observation": { "user_id": 13, "weeks_pregnant": 8, "trimester": 1, "region": "Bihar", "risk_flags": [], "bp_trend": null, "avg_kick_count": 4, "avg_meals": 2, "avg_sleep": 5.9, "latest_weight_kg": 8...
22.5
{ "class_weight": 1.25, "condition_score": 15, "urgency_score": 7.5, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 0, "total_reward": 22.5 }
csv_000014
14
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "gestational_diabetes", "urgency": "visit_phc_this_week" }
{ "condition": "fetal_distress", "urgency": "go_to_hospital_today" }
{ "condition_match": false, "urgency_match": false }
{ "user_id": 14, "weeks_pregnant": 11, "trimester": 1, "region": "Punjab", "risk_flags": [ "LOW_NUTRITION", "LOW_KICK_AVG" ], "bp_trend": "stable", "avg_kick_count": 4, "avg_meals": 1, "avg_sleep": 6.9, "latest_weight_kg": 52.1, "latest_energy": 5, "latest_breathlessness": 1, "histor...
[ "avg_kick_count", "risk_flags" ]
request_kick_count
[ { "turn": 1, "stage": "request_kick_count", "observation": { "user_id": 14, "weeks_pregnant": 11, "trimester": 1, "region": "Punjab", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": null, "avg_meals": 1, "avg_sleep": 6.9, "latest_weig...
23.5
{ "class_weight": 1.25, "condition_score": 15, "urgency_score": 7.5, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 1, "total_reward": 23.5 }
csv_000015
15
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "preeclampsia", "urgency": "go_to_hospital_today" }
{ "condition": "preeclampsia", "urgency": "go_to_hospital_today" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 15, "weeks_pregnant": 23, "trimester": 2, "region": "Punjab", "risk_flags": [ "DANGER_BP_CRITICAL", "DANGER_VISION_HEADACHE", "HIGH_PREECLAMPSIA_SIGNAL", "BP_RISING_TREND" ], "bp_trend": "rising", "avg_kick_count": 12, "avg_meals": 3, "avg_sleep": 8.7, "latest_weight_k...
[ "risk_flags", "bp_trend" ]
request_bp_recheck
[ { "turn": 1, "stage": "request_bp_recheck", "observation": { "user_id": 15, "weeks_pregnant": 23, "trimester": 2, "region": "Punjab", "risk_flags": [], "bp_trend": null, "avg_kick_count": 12, "avg_meals": 3, "avg_sleep": 8.7, "latest_weight_kg"...
24.5
{ "class_weight": 1.25, "condition_score": 15, "urgency_score": 7.5, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 2, "total_reward": 24.5 }
csv_000016
16
train
easy
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 16, "weeks_pregnant": 14, "trimester": 2, "region": "Bihar", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": 12, "avg_meals": 2, "avg_sleep": 8.7, "latest_weight_kg": 61.6, "latest_energy": 2, "latest_breathlessness": 4, "history_flags": [], "days_of_data": 3 }
[ "risk_flags" ]
advance_day
[ { "turn": 1, "stage": "advance_day", "observation": { "user_id": 16, "weeks_pregnant": 14, "trimester": 2, "region": "Bihar", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": 12, "avg_meals": 2, "avg_sleep": 8.7, "latest_weight_kg": 6...
18.2
{ "class_weight": 0.9, "condition_score": 10.8, "urgency_score": 5.4, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 2, "total_reward": 18.2 }
csv_000017
17
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "preeclampsia", "urgency": "go_to_hospital_today" }
{ "condition": "preeclampsia", "urgency": "go_to_hospital_today" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 17, "weeks_pregnant": 27, "trimester": 3, "region": "Bihar", "risk_flags": [ "HIGH_BP", "DANGER_VISION_HEADACHE", "HIGH_PREECLAMPSIA_SIGNAL" ], "bp_trend": "stable", "avg_kick_count": 8, "avg_meals": 3, "avg_sleep": 7, "latest_weight_kg": 73.5, "latest_energy": 3, "lat...
[ "risk_flags", "bp_trend" ]
request_bp_recheck
[ { "turn": 1, "stage": "request_bp_recheck", "observation": { "user_id": 17, "weeks_pregnant": 27, "trimester": 3, "region": "Bihar", "risk_flags": [], "bp_trend": null, "avg_kick_count": 8, "avg_meals": 3, "avg_sleep": 7, "latest_weight_kg": 73...
22.5
{ "class_weight": 1.25, "condition_score": 15, "urgency_score": 7.5, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 0, "total_reward": 22.5 }
csv_000018
18
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "preeclampsia", "urgency": "go_to_hospital_today" }
{ "condition": "preeclampsia", "urgency": "go_to_hospital_today" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 18, "weeks_pregnant": 16, "trimester": 2, "region": "Jharkhand", "risk_flags": [ "DANGER_BP_CRITICAL", "DANGER_VISION_HEADACHE", "HIGH_PREECLAMPSIA_SIGNAL", "LOW_KICK_AVG" ], "bp_trend": "stable", "avg_kick_count": 5, "avg_meals": 2, "avg_sleep": 8.7, "latest_weight_kg...
[ "risk_flags", "bp_trend" ]
request_bp_recheck
[ { "turn": 1, "stage": "request_bp_recheck", "observation": { "user_id": 18, "weeks_pregnant": 16, "trimester": 2, "region": "Jharkhand", "risk_flags": [], "bp_trend": null, "avg_kick_count": 5, "avg_meals": 2, "avg_sleep": 8.7, "latest_weight_k...
22.5
{ "class_weight": 1.25, "condition_score": 15, "urgency_score": 7.5, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 0, "total_reward": 22.5 }
csv_000019
19
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "fetal_distress", "urgency": "go_to_hospital_today" }
{ "condition": "fetal_distress", "urgency": "go_to_hospital_today" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 19, "weeks_pregnant": 14, "trimester": 2, "region": "Odisha", "risk_flags": [ "LOW_KICK_AVG", "BP_RISING_TREND" ], "bp_trend": "rising", "avg_kick_count": 4, "avg_meals": 4, "avg_sleep": 4.8, "latest_weight_kg": 88.9, "latest_energy": 2, "latest_breathlessness": 4, "hist...
[ "avg_kick_count", "risk_flags" ]
request_kick_count
[ { "turn": 1, "stage": "request_kick_count", "observation": { "user_id": 19, "weeks_pregnant": 14, "trimester": 2, "region": "Odisha", "risk_flags": [], "bp_trend": "rising", "avg_kick_count": null, "avg_meals": 4, "avg_sleep": 4.8, "latest_weig...
24.5
{ "class_weight": 1.25, "condition_score": 15, "urgency_score": 7.5, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 2, "total_reward": 24.5 }
csv_000020
20
train
easy
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 20, "weeks_pregnant": 23, "trimester": 2, "region": "Jharkhand", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": 9, "avg_meals": 3, "avg_sleep": 8.4, "latest_weight_kg": 81.7, "latest_energy": 4, "latest_breathlessness": 3, "history_flags": [], "days_of_data": 3 }
[ "risk_flags" ]
advance_day
[ { "turn": 1, "stage": "advance_day", "observation": { "user_id": 20, "weeks_pregnant": 23, "trimester": 2, "region": "Jharkhand", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": 9, "avg_meals": 3, "avg_sleep": 8.4, "latest_weight_kg":...
18.2
{ "class_weight": 0.9, "condition_score": 10.8, "urgency_score": 5.4, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 2, "total_reward": 18.2 }
csv_000021
21
train
medium
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "gestational_diabetes", "urgency": "visit_phc_this_week" }
{ "condition": "preterm_risk", "urgency": "visit_phc_this_week" }
{ "condition_match": false, "urgency_match": true }
{ "user_id": 21, "weeks_pregnant": 29, "trimester": 3, "region": "Jharkhand", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": 12, "avg_meals": 2, "avg_sleep": 7.4, "latest_weight_kg": 46.2, "latest_energy": 3, "latest_breathlessness": 2, "history_flags": [ "prev_complication" ...
[ "avg_kick_count", "risk_flags" ]
request_kick_count
[ { "turn": 1, "stage": "request_kick_count", "observation": { "user_id": 21, "weeks_pregnant": 29, "trimester": 3, "region": "Jharkhand", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": null, "avg_meals": 2, "avg_sleep": 7.4, "latest_...
21.7
{ "class_weight": 1.15, "condition_score": 13.8, "urgency_score": 6.9, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 1, "total_reward": 21.7 }
csv_000022
22
train
easy
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "anemia", "urgency": "visit_phc_this_week" }
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition_match": false, "urgency_match": false }
{ "user_id": 22, "weeks_pregnant": 28, "trimester": 3, "region": "Gujarat", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": 7, "avg_meals": 2, "avg_sleep": 4.2, "latest_weight_kg": 81.3, "latest_energy": 2, "latest_breathlessness": 3, "history_flags": [], "days_of_data": 2 }
[ "risk_flags" ]
advance_day
[ { "turn": 1, "stage": "advance_day", "observation": { "user_id": 22, "weeks_pregnant": 28, "trimester": 3, "region": "Gujarat", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": 7, "avg_meals": 2, "avg_sleep": 4.2, "latest_weight_kg": ...
17.2
{ "class_weight": 0.9, "condition_score": 10.8, "urgency_score": 5.4, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 1, "total_reward": 17.2 }
csv_000023
23
train
hard
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "fetal_distress", "urgency": "go_to_hospital_today" }
{ "condition": "fetal_distress", "urgency": "go_to_hospital_today" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 23, "weeks_pregnant": 15, "trimester": 2, "region": "Jharkhand", "risk_flags": [ "DANGER_LOW_KICKS", "LOW_KICK_AVG" ], "bp_trend": "stable", "avg_kick_count": 2, "avg_meals": 3, "avg_sleep": 7.5, "latest_weight_kg": 74.9, "latest_energy": 4, "latest_breathlessness": 2, "...
[ "avg_kick_count", "risk_flags" ]
request_kick_count
[ { "turn": 1, "stage": "request_kick_count", "observation": { "user_id": 23, "weeks_pregnant": 15, "trimester": 2, "region": "Jharkhand", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": null, "avg_meals": 3, "avg_sleep": 7.5, "latest_w...
23.5
{ "class_weight": 1.25, "condition_score": 15, "urgency_score": 7.5, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 1, "total_reward": 23.5 }
csv_000024
24
train
easy
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "gestational_diabetes", "urgency": "visit_phc_this_week" }
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition_match": false, "urgency_match": false }
{ "user_id": 24, "weeks_pregnant": 35, "trimester": 3, "region": "Punjab", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": 7, "avg_meals": 3, "avg_sleep": 6.4, "latest_weight_kg": 52.6, "latest_energy": 1, "latest_breathlessness": 3, "history_flags": [], "days_of_data": 3 }
[ "risk_flags" ]
advance_day
[ { "turn": 1, "stage": "advance_day", "observation": { "user_id": 24, "weeks_pregnant": 35, "trimester": 3, "region": "Punjab", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": 7, "avg_meals": 3, "avg_sleep": 6.4, "latest_weight_kg": 52...
18.2
{ "class_weight": 0.9, "condition_score": 10.8, "urgency_score": 5.4, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 2, "total_reward": 18.2 }
csv_000025
25
train
easy
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "anemia", "urgency": "visit_phc_this_week" }
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition_match": false, "urgency_match": false }
{ "user_id": 25, "weeks_pregnant": 20, "trimester": 2, "region": "Rajasthan", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": 11, "avg_meals": 3, "avg_sleep": 8.2, "latest_weight_kg": 73.3, "latest_energy": 2, "latest_breathlessness": 4, "history_flags": [], "days_of_data": 1 }
[ "risk_flags" ]
advance_day
[ { "turn": 1, "stage": "advance_day", "observation": { "user_id": 25, "weeks_pregnant": 20, "trimester": 2, "region": "Rajasthan", "risk_flags": [], "bp_trend": "stable", "avg_kick_count": 11, "avg_meals": 3, "avg_sleep": 8.2, "latest_weight_kg"...
16.2
{ "class_weight": 0.9, "condition_score": 10.8, "urgency_score": 5.4, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 0, "total_reward": 16.2 }
csv_000026
26
train
easy
{ "action_type": [ "request_bp_recheck", "request_kick_count", "advance_day", "refer_to_phc", "diagnose" ], "condition": [ "preeclampsia", "gestational_diabetes", "anemia", "preterm_risk", "fetal_distress", "low_risk" ], "urgency": [ "monitor_at_home", "visi...
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition": "low_risk", "urgency": "monitor_at_home" }
{ "condition_match": true, "urgency_match": true }
{ "user_id": 26, "weeks_pregnant": 22, "trimester": 2, "region": "Rajasthan", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": 8, "avg_meals": 4, "avg_sleep": 5.2, "latest_weight_kg": 81.1, "latest_energy": 5, "latest_breathlessness": 5, "history_flags": [], "days_of_data": 3 }
[ "risk_flags" ]
advance_day
[ { "turn": 1, "stage": "advance_day", "observation": { "user_id": 26, "weeks_pregnant": 22, "trimester": 2, "region": "Rajasthan", "risk_flags": [], "bp_trend": "falling", "avg_kick_count": 8, "avg_meals": 4, "avg_sleep": 5.2, "latest_weight_kg"...
18.2
{ "class_weight": 0.9, "condition_score": 10.8, "urgency_score": 5.4, "under_escalation_penalty": 0, "danger_override_penalty": 0, "data_recency_bonus": 2, "total_reward": 18.2 }
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