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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type
struct<response_intent: string, movement_plan: string, facial_voice_plan: string, clinical_rationale: string, planner_summary: string>
to
{'response_intent': Value('string'), 'movement_plan': Value('string'), 'facial_voice_plan': Value('string'), 'clinical_rationale': Value('string')}
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2224, in cast_table_to_schema
cast_array_to_feature(
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1795, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2002, in cast_array_to_feature
_c(array.field(name) if name in array_fields else null_array, subfeature)
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2092, in cast_array_to_feature
raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
TypeError: Couldn't cast array of type
struct<response_intent: string, movement_plan: string, facial_voice_plan: string, clinical_rationale: string, planner_summary: string>
to
{'response_intent': Value('string'), 'movement_plan': Value('string'), 'facial_voice_plan': Value('string'), 'clinical_rationale': Value('string')}
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 1455, 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 1054, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1858, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
dialogue_id string | patient_id int64 | patient_name string | persona string | round int64 | turn_index int64 | icf_b126_profile dict | memory_profile dict | dialogue_history list | caregiver_utterance string | planner_rationale dict | patient_utterance string | actions dict | teacher_model string | timestamp float64 | label_validation_passed bool |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
P00_D38 | 0 | Jacob Johnson | AD-early | 1 | 1 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Monday. I’m just checking in about your day. How are you feeling right now?"
}
] | Good morning, Jacob. It’s Monday. I’m just checking in about your day. How are you feeling right now? | {
"step1_dialogue_analysis": "Jacob shows confusion and difficulty accessing recent memories, typical of early AD. He exhibits signs of anxiety and self-doubt, with a tendency to withdraw socially.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to assess Jacob's current emotional state and... | Uh… I don’t… I’m not sure. Kind of… mixed up. | {
"movement": [
"fidgeting",
"looking around"
],
"facial_expression": [
"vacant expression"
],
"voice": [
"verbal hesitation (um / uh)",
"silence for several seconds"
]
} | gpt-4o | 1,763,811,587.144168 | true |
P00_D38 | 0 | Jacob Johnson | AD-early | 2 | 3 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Monday. I’m just checking in about your day. How are you feeling right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… I don’t… I’m not sure. Kind of… mixed up."
},
{
"round": 2,
"spe... | That’s okay, you don’t need to remember. I’ll help. This morning at 7, we washed up and brushed your teeth, then you had breakfast around 8. Does anything about that sound familiar? | {
"step1_dialogue_analysis": "Patient shows confusion and memory difficulties, unable to recall recent activities. Emotional state shifts to worry when prompted about routine.",
"step2_caregiver_assessment": {
"intent": "Caregiver aims to reassure and guide patient through recent memory recall.",
"tone": "S... | We… we did? This morning? | {
"movement": [
"fidgeting"
],
"facial_expression": [
"very surprised (wow)"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,591.307159 | true |
P00_D38 | 0 | Jacob Johnson | AD-early | 3 | 5 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Monday. I’m just checking in about your day. How are you feeling right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… I don’t… I’m not sure. Kind of… mixed up."
},
{
"round": 2,
"spe... | You did eat. Toast and eggs, and some orange juice. You did well. Later today, at 10, we’ll walk in the hallway together, and this afternoon Susan will visit at 3. I’ll be with you for all of it. | {
"step1_dialogue_analysis": "Patient shows confusion and worry about recent events, struggling to recall recent activities despite caregiver's reassurance. Emotional state is fluctuating with anxiety about memory lapses.",
"step2_caregiver_assessment": {
"intent": "Caregiver aims to reassure and orient the pat... | Susan… she’s… my family, right? | {
"movement": [
"fidgeting"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,597.345212 | true |
P00_D38 | 0 | Jacob Johnson | AD-early | 4 | 7 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Monday. I’m just checking in about your day. How are you feeling right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… I don’t… I’m not sure. Kind of… mixed up."
},
{
"round": 2,
"spe... | Susan is your family, yes. You’re not doing anything wrong, Jacob. Your brain is having trouble making new memories, but I’m here to keep track. When you think about days a long time ago, like when you were working, what comes to mind? | {
"step1_dialogue_analysis": "Jacob shows confusion and worry about recent events, struggles with new memories, and seeks reassurance about family connections.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure Jacob and help him access remote memories by shifting focus to past experien... | Working… yeah… that’s… clearer. | {
"movement": [
"lowering head"
],
"facial_expression": [],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,601.919717 | true |
P00_D38 | 0 | Jacob Johnson | AD-early | 5 | 9 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Monday. I’m just checking in about your day. How are you feeling right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… I don’t… I’m not sure. Kind of… mixed up."
},
{
"round": 2,
"spe... | That makes sense. Those older memories often stay stronger. For now, I’ll keep your new schedule simple: meals, medicine, a little walk, some rest, and visits. You don’t have to keep it all in your head. How does that feel when I say it that way? | {
"step1_dialogue_analysis": "Patient Jacob shows confusion and worry about recent events, but has clearer recall of older memories. He is self-doubting and apologetic, reflecting his personality profile.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure Jacob and simplify his daily ro... | I… I still feel… kinda scared. | {
"movement": [
"lowering head"
],
"facial_expression": [],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,606.894659 | true |
P00_D38 | 0 | Jacob Johnson | AD-early | 6 | 11 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Monday. I’m just checking in about your day. How are you feeling right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… I don’t… I’m not sure. Kind of… mixed up."
},
{
"round": 2,
"spe... | There’s nothing to be sorry for, Jacob. Asking again is okay. That’s part of the illness, not you. I’ll keep repeating as many times as you need. Right now we’re between breakfast and your walk, and you’re safe. We’ll just sit together a bit. | {
"step1_dialogue_analysis": "Patient shows confusion and worry about recent events, but calms down with reassurance. Memory retrieval is difficult for recent events, but older memories are clearer.",
"step2_caregiver_assessment": {
"intent": "To reassure the patient and provide a sense of safety and support.",... | Okay… sit for a bit. | {
"movement": [],
"facial_expression": [],
"voice": []
} | gpt-4o | 1,763,811,612.409083 | true |
P00_D39 | 0 | Jacob Johnson | AD-early | 1 | 1 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "I was looking at an old note of yours. It says, “In 1963 I enrolled at the University of Colorado Boulder.” That sounds important to you. How are you feeling, thinking about that time?"
}
] | I was looking at an old note of yours. It says, “In 1963 I enrolled at the University of Colorado Boulder.” That sounds important to you. How are you feeling, thinking about that time? | {
"step1_dialogue_analysis": "The patient shows confusion and difficulty accessing recent memories. They express self-doubt and apologize, indicating emotional instability and a lack of confidence.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to evoke a positive memory and assess the pat... | I… I don’t know. It’s… fuzzy. I keep… losing it. I’m probably saying it wrong. I’m… sorry, I just feel mixed up. | {
"movement": [
"fidgeting",
"looking around"
],
"facial_expression": [
"avoiding eye contact",
"vacant expression"
],
"voice": [
"verbal hesitation (um / uh)",
"silence for several seconds"
]
} | gpt-4o | 1,763,811,618.569455 | true |
P00_D39 | 0 | Jacob Johnson | AD-early | 2 | 3 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "I was looking at an old note of yours. It says, “In 1963 I enrolled at the University of Colorado Boulder.” That sounds important to you. How are you feeling, thinking about that time?"
},
{
"round": 1,
"speaker": "Patient",
"utterance"... | You don’t have to be sorry. It’s okay to feel mixed up. Are you maybe worried about not remembering things, like what happened earlier today? | {
"step1_dialogue_analysis": "The patient is showing confusion and difficulty accessing recent memories, with a tendency to apologize and express self-doubt. They are struggling with the inability to recall recent events, indicating an encoding deficit.",
"step2_caregiver_assessment": {
"intent": "The caregiver... | Yeah… yeah, today. I… I don’t know what I did. Breakfast… did I eat? I… I can’t get it. It’s just… gone. That’s bad, right? I keep thinking I should know. | {
"movement": [
"fidgeting",
"looking around"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)",
"repetitive words"
]
} | gpt-4o | 1,763,811,623.622845 | true |
P00_D39 | 0 | Jacob Johnson | AD-early | 3 | 5 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "I was looking at an old note of yours. It says, “In 1963 I enrolled at the University of Colorado Boulder.” That sounds important to you. How are you feeling, thinking about that time?"
},
{
"round": 1,
"speaker": "Patient",
"utterance"... | It’s not bad, and it’s not your fault. Sometimes today is hard to remember. But long ago can be clearer. You once told me you lived in Baker Hall at Boulder. Does that place come back to you at all? | {
"step1_dialogue_analysis": "The patient shows confusion and worry about recent memory loss, but has some access to remote memories. They express self-doubt and apologize for their confusion.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to reassure the patient and help them access remot... | Baker… yeah, Baker Hall. That’s… that’s the dorm. Big place, lots of kids. I had a… roommate, uh… Tom, I think. Engineering guy. We talked late. Classes, that stuff. That part feels… real. | {
"movement": [
"looking around"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,628.212836 | true |
P00_D39 | 0 | Jacob Johnson | AD-early | 4 | 7 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "I was looking at an old note of yours. It says, “In 1963 I enrolled at the University of Colorado Boulder.” That sounds important to you. How are you feeling, thinking about that time?"
},
{
"round": 1,
"speaker": "Patient",
"utterance"... | I can see your face light up a little when you talk about that. Those late talks with Tom sound special. You’re doing just fine sharing what you can. | {
"step1_dialogue_analysis": "Patient shows confusion and worry about memory lapses, feels apologetic and self-doubting. Remembers remote memories like Baker Hall and roommate Tom, but struggles with recent events.",
"step2_caregiver_assessment": {
"intent": "Caregiver is trying to reassure the patient and enco... | I don’t know, I keep… stopping. I’m sorry, I’m not saying it right. I used to… tell stories better. | {
"movement": [
"lowering head"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)",
"silence for several seconds"
]
} | gpt-4o | 1,763,811,633.494242 | true |
P00_D39 | 0 | Jacob Johnson | AD-early | 5 | 9 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "I was looking at an old note of yours. It says, “In 1963 I enrolled at the University of Colorado Boulder.” That sounds important to you. How are you feeling, thinking about that time?"
},
{
"round": 1,
"speaker": "Patient",
"utterance"... | You’re not letting me down at all. I’m glad to hear any little piece. You mentioned Boulder and the dorm… did you ever join campus activities or clubs while you were there? | {
"step1_dialogue_analysis": "The patient shows confusion and worry about recent memory loss but can recall remote memories with some clarity. They express self-doubt and apologize for perceived inadequacies.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to reassure the patient and encour... | Yeah… yeah, there were… things. Groups. I went to… meetings, games, stuff like that. Lots of people around. It felt… I don’t know… like I belonged, then. Now I… I get mad at myself ’cause I can’t say it right. | {
"movement": [
"lowering head"
],
"facial_expression": [
"frowning",
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)",
"sighing"
]
} | gpt-4o | 1,763,811,639.050421 | true |
P00_D39 | 0 | Jacob Johnson | AD-early | 6 | 11 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "I was looking at an old note of yours. It says, “In 1963 I enrolled at the University of Colorado Boulder.” That sounds important to you. How are you feeling, thinking about that time?"
},
{
"round": 1,
"speaker": "Patient",
"utterance"... | I hear that it’s frustrating, and that makes sense. But you’re telling it just how it is, and that’s enough. You belonged there, and you belong here with me now. We can just sit with those good memories together. | {
"step1_dialogue_analysis": "The patient shows a trajectory of confusion and worry about recent memories but some clarity and emotional connection to past experiences, particularly related to Baker Hall and interactions with Tom. The patient is self-doubting and apologetic, often expressing frustration about their m... | Okay… yeah. Sitting’s good. I… I like thinking about that dorm. The kids, the noise. It’s… it’s kind of nice, actually. I feel… a little better now. | {
"movement": [],
"facial_expression": [
"smiling"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,644.517802 | true |
P00_D40 | 0 | Jacob Johnson | AD-early | 1 | 0 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [] | {
"step1_dialogue_analysis": "Patient shows confusion and difficulty recalling current activities, indicative of early AD with encoding deficits. Speech is hesitant and fragmented.",
"step2_caregiver_assessment": {
"intent": "Caregiver aims to guide the patient through daily routine.",
"tone": "Supportive, ... | Uh… Carla? Sorry… um… what… what are we doing now? | {
"movement": [
"looking around"
],
"facial_expression": [
"vacant expression"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,648.639131 | true | |
P00_D40 | 0 | Jacob Johnson | AD-early | 2 | 2 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… Carla? Sorry… um… what… what are we doing now?"
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You’re okay, Jacob, no need to apologize."
}
] | You’re okay, Jacob, no need to apologize. | {
"step1_dialogue_analysis": "The patient is confused and apologetic, showing signs of memory impairment and anxiety. He struggles with recalling the current day and routine, indicating an encoding deficit.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure Jacob and reduce his anxiety.... | Monday? Are you sure it’s Monday? | {
"movement": [
"looking around"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,652.528253 | true |
P00_D40 | 0 | Jacob Johnson | AD-early | 3 | 4 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… Carla? Sorry… um… what… what are we doing now?"
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You’re okay, Jacob, no need to apologize."
},
{
"round": 2,
"speaker": "Patient",
"utterance": "Monday? Are you sur... | You’re not messing anything up at all. | {
"step1_dialogue_analysis": "The patient, Jacob, is showing confusion and worry about the current day and activities. He is apologetic and unsure, indicating memory difficulties and anxiety.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure Jacob and alleviate his anxiety.",
"tone... | Susan… is she… coming now? | {
"movement": [
"looking around"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,657.53496 | true |
P00_D40 | 0 | Jacob Johnson | AD-early | 4 | 6 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… Carla? Sorry… um… what… what are we doing now?"
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You’re okay, Jacob, no need to apologize."
},
{
"round": 2,
"speaker": "Patient",
"utterance": "Monday? Are you sur... | Susan is coming later today, at 3:00, not right now. | {
"step1_dialogue_analysis": "Jacob is showing confusion and worry about the schedule, repeatedly asking about the current day and upcoming visits. He is apologetic and self-doubting, reflecting his anxiety and memory issues.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to reassure Jacob... | I keep… asking the same stuff. | {
"movement": [
"lowering head"
],
"facial_expression": [
"frowning",
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)",
"murmuring / self-talk"
]
} | gpt-4o | 1,763,811,663.604231 | true |
P00_D40 | 0 | Jacob Johnson | AD-early | 5 | 8 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… Carla? Sorry… um… what… what are we doing now?"
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You’re okay, Jacob, no need to apologize."
},
{
"round": 2,
"speaker": "Patient",
"utterance": "Monday? Are you sur... | You never have to say sorry to me. | {
"step1_dialogue_analysis": "Patient shows confusion and worry about current activities and days, with repeated apologies indicating self-doubt and insecurity.",
"step2_caregiver_assessment": {
"intent": "To reassure the patient and reduce his anxiety.",
"tone": "Supportive and calming.",
"potential_tr... | Yeah… church, then Mom’s pot roast… | {
"movement": [],
"facial_expression": [],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,669.229586 | true |
P00_D41 | 0 | Jacob Johnson | AD-early | 1 | 1 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You look a bit thoughtful. How are you feeling about your day today?"
}
] | Good morning, Jacob. It’s Carla. You look a bit thoughtful. How are you feeling about your day today? | {
"step1_dialogue_analysis": "Jacob shows signs of confusion and hesitancy, typical of early AD. He struggles with new information and routines, leading to uncertainty and self-doubt.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to gauge Jacob's emotional state and readiness for the day'... | Mm… I don’t… I don’t know. | {
"movement": [
"fidgeting"
],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,674.377098 | true |
P00_D41 | 0 | Jacob Johnson | AD-early | 2 | 3 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You look a bit thoughtful. How are you feeling about your day today?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Mm… I don’t… I don’t know."
},
{
"round": 2,
"speaker": "Caregiver",... | That’s okay, you don’t need to remember it. I’ll remember for you. This morning you already washed up and brushed your teeth, and you had breakfast. It’s Monday, and you’re right on schedule. How does your body feel right now? Tired, or okay? | {
"step1_dialogue_analysis": "The patient shows confusion and difficulty recalling recent activities, consistent with an encoding deficit. Emotional state appears worried, with signs of anxiety and self-doubt.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to reassure the patient and asses... | Monday? Oh… um... | {
"movement": [
"fidgeting"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,678.943101 | true |
P00_D41 | 0 | Jacob Johnson | AD-early | 3 | 5 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You look a bit thoughtful. How are you feeling about your day today?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Mm… I don’t… I don’t know."
},
{
"round": 2,
"speaker": "Caregiver",... | You never need to apologize to me, Jacob. I’m here to help. Later this morning you’ll take a little walk in the hallway with me, nice and slow. And after lunch you’ll have a rest, then Susan is planning to visit this afternoon. How does hearing that feel? | {
"step1_dialogue_analysis": "Patient Jacob shows confusion and worry about the day's schedule, with difficulty recalling recent events due to encoding deficits. He exhibits self-doubt and apologetic behavior.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure Jacob and inform him about... | Susan… she’s coming today? | {
"movement": [
"fidgeting"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,683.580036 | true |
P00_D41 | 0 | Jacob Johnson | AD-early | 4 | 7 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You look a bit thoughtful. How are you feeling about your day today?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Mm… I don’t… I don’t know."
},
{
"round": 2,
"speaker": "Caregiver",... | Yes, she’s still coming. Today is Monday, and Susan is visiting at 3 o’clock, after your rest. You don’t have to hold onto the time; I’ll come get you when she arrives. For now, we’ll just focus on one thing at a time, like your walk and then lunch. Does that sound okay? | {
"step1_dialogue_analysis": "Jacob is showing signs of confusion and worry about the day's events, particularly about Susan's visit. He struggles with memory recall and appears apologetic and anxious.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to reassure Jacob and help him focus on i... | I’m… I’m worried I’ll miss her. | {
"movement": [
"lowering head"
],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,688.142221 | true |
P00_D41 | 0 | Jacob Johnson | AD-early | 5 | 9 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You look a bit thoughtful. How are you feeling about your day today?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Mm… I don’t… I don’t know."
},
{
"round": 2,
"speaker": "Caregiver",... | You’re not doing anything wrong, Jacob. Your brain is just having a hard time holding new things, and that’s not your fault. I’ll make sure you don’t miss Susan, I promise. You can always ask me the same question a hundred times if you need to. I’m here for that. | {
"step1_dialogue_analysis": "Jacob is showing confusion and worry about his schedule, particularly about Susan's visit. He is apologetic and self-doubting, reflecting his encoding deficit and personality traits.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to reassure Jacob and reduce h... | I… I say the same thing again, huh? | {
"movement": [],
"facial_expression": [
"vacant expression"
],
"voice": [
"verbal hesitation (um / uh)",
"repetitive words"
]
} | gpt-4o | 1,763,811,692.943785 | true |
P00_D41 | 0 | Jacob Johnson | AD-early | 6 | 11 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You look a bit thoughtful. How are you feeling about your day today?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Mm… I don’t… I don’t know."
},
{
"round": 2,
"speaker": "Caregiver",... | You are never a bother to me. I like being with you. You know, when you were a boy in Pittsburgh, you had your own routine too. Can you tell me a little about what a school morning was like back then? | {
"step1_dialogue_analysis": "The patient initially showed confusion about the day and schedule, followed by worry about missing a visit. The caregiver reassured him, leading to a calm state. The patient has difficulty forming new memories and relies on caregiver support.",
"step2_caregiver_assessment": {
"inte... | Oh… Pittsburgh… yeah. | {
"movement": [],
"facial_expression": [],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,697.382347 | true |
P00_D41 | 0 | Jacob Johnson | AD-early | 7 | 13 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You look a bit thoughtful. How are you feeling about your day today?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Mm… I don’t… I don’t know."
},
{
"round": 2,
"speaker": "Caregiver",... | That sounds like a lively morning. You did just fine back then, and you’re doing just fine now, just in a different way. I’ll keep your days steady, like those old school mornings. For now, we’ll just sit a bit, then we’ll get ready for your walk. I’ve got you, Jacob. | {
"step1_dialogue_analysis": "The patient initially showed confusion and worry about the day's events, particularly about Susan's visit. The caregiver reassured him, and he became calmer, reflecting on past memories of Pittsburgh.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure Jacob... | Okay… okay, that’s… that’s good. | {
"movement": [],
"facial_expression": [],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,702.645777 | true |
P00_D42 | 0 | Jacob Johnson | AD-early | 1 | 1 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You’re safe here. I’d like to look at your week together. How are you feeling about your days lately?"
}
] | Good morning, Jacob. It’s Carla. You’re safe here. I’d like to look at your week together. How are you feeling about your days lately? | {
"step1_dialogue_analysis": "Jacob shows confusion and difficulty in expressing his feelings about his routine. He struggles with recent memory encoding, leading to uncertainty and mixed emotions.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure Jacob and assess his emotional state r... | Uh... I... I don't know. It's... um... confusing. | {
"movement": [
"fidgeting",
"looking around"
],
"facial_expression": [
"vacant expression"
],
"voice": [
"verbal hesitation (um / uh)",
"silence for several seconds"
]
} | gpt-4o | 1,763,811,708.246586 | true |
P00_D42 | 0 | Jacob Johnson | AD-early | 2 | 3 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You’re safe here. I’d like to look at your week together. How are you feeling about your days lately?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… I’m… I’m not sure. I get mixed up."
},
... | That’s okay, you don’t need to remember. I’ll remember for you. Today is Monday. I help you wash at 7, breakfast at 8, then your pills and a walk in the hallway. Does hearing that make you feel confused? | {
"step1_dialogue_analysis": "Patient shows confusion and difficulty with recent memory recall, displaying worry and hesitation in speech. Caregiver provides reassurance and structure.",
"step2_caregiver_assessment": {
"intent": "To reassure the patient and provide structure by outlining the day's routine.",
... | Monday… yeah… it just sounds like… like words. | {
"movement": [],
"facial_expression": [
"vacant expression"
],
"voice": [
"verbal hesitation (um / uh)",
"repetitive words"
]
} | gpt-4o | 1,763,811,719.25048 | true |
P00_D42 | 0 | Jacob Johnson | AD-early | 3 | 5 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You’re safe here. I’d like to look at your week together. How are you feeling about your days lately?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… I’m… I’m not sure. I get mixed up."
},
... | You’re not doing anything wrong. I know it feels scary. You don’t have to hold all of it. I’ll guide you each step. Later today Susan will visit at 3, and tonight you’ll write a few notes at 7. What part of the day worries you most? | {
"step1_dialogue_analysis": "The patient shows confusion and worry about the routine, struggles with memory recall, and expresses anxiety about the day. He has difficulty processing the caregiver's information and feels overwhelmed.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure th... | I… I don’t… I don’t remember Susan coming. | {
"movement": [
"fidgeting",
"looking around"
],
"facial_expression": [
"frowning",
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)",
"silence for several seconds"
]
} | gpt-4o | 1,763,811,725.341533 | true |
P00_D42 | 0 | Jacob Johnson | AD-early | 4 | 7 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You’re safe here. I’d like to look at your week together. How are you feeling about your days lately?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… I’m… I’m not sure. I get mixed up."
},
... | You won’t mess up. I’m right beside you. Back then you had your work routine; now we have this one. I take care of the times—washing, meals, pills, walks, visits. You just follow me. And if you ask again, I’ll answer again. It’s okay to forget. | {
"step1_dialogue_analysis": "Patient is confused and worried about the routine, showing difficulty in forming new memories. He is apologetic and self-doubting, frequently asking for reassurance.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to reassure the patient and provide a sense of ... | I keep asking... um... over and over. | {
"movement": [
"lowering head"
],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,729.76989 | true |
P00_D42 | 0 | Jacob Johnson | AD-early | 5 | 9 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "Good morning, Jacob. It’s Carla. You’re safe here. I’d like to look at your week together. How are you feeling about your days lately?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… I’m… I’m not sure. I get mixed up."
},
... | There’s nothing to be sorry for, Jacob. Forgetting is the illness, not you. I’ll keep telling you what’s next. For now, it’s simple: we’ll wash, then breakfast, then later a walk together. I’ll stay with you. You can just be here with me. | {
"step1_dialogue_analysis": "The patient, Jacob, shows confusion and worry about his daily routine, frequently apologizing for forgetting. He expresses self-doubt and relies heavily on caregiver guidance.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure Jacob and guide him through hi... | Okay… wash, then breakfast… and you’re here. | {
"movement": [
"nodding"
],
"facial_expression": [],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,734.915736 | true |
P00_D43 | 0 | Jacob Johnson | AD-early | 1 | 1 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You look a little uneasy today. I’m here with you. How are you feeling right now?"
}
] | You look a little uneasy today. I’m here with you. How are you feeling right now? | {
"step1_dialogue_analysis": "The patient shows signs of confusion and self-doubt, with difficulty accessing recent memories due to an encoding deficit. They exhibit social withdrawal and anxiety, as indicated by their avoidance of eye contact and hesitant speech.",
"step2_caregiver_assessment": {
"intent": "Th... | I... I don't know. My head feels... messy. | {
"movement": [
"touching forehead",
"looking around"
],
"facial_expression": [
"frowning",
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)",
"silence for several seconds"
]
} | gpt-4o | 1,763,811,739.751747 | true |
P00_D43 | 0 | Jacob Johnson | AD-early | 2 | 3 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You look a little uneasy today. I’m here with you. How are you feeling right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "I… I don’t know. My head feels… messy."
},
{
"round": 2,
"speaker": "Caregiver",
"ut... | You are making sense to me. It’s okay if things feel messy. We can just talk a little. Do you remember what you were doing earlier today, before I came in? | {
"step1_dialogue_analysis": "The patient has shown confusion and worry in previous interactions, with difficulty accessing recent memories. They express self-doubt and anxiety, which aligns with their personality profile of decreased emotional stability and confidence.",
"step2_caregiver_assessment": {
"intent... | Earlier today? Uh… I… I don’t… | {
"movement": [
"fidgeting"
],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)",
"silence for several seconds"
]
} | gpt-4o | 1,763,811,745.640748 | true |
P00_D43 | 0 | Jacob Johnson | AD-early | 3 | 5 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You look a little uneasy today. I’m here with you. How are you feeling right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "I… I don’t know. My head feels… messy."
},
{
"round": 2,
"speaker": "Caregiver",
"ut... | That’s alright. You don’t have to remember today. Sometimes older memories feel clearer. I was thinking about when you finished your degree in the 60s. After that, you moved to a big city. Do you remember where you went? | {
"step1_dialogue_analysis": "The patient shows confusion and worry about recent events, but may have clearer access to older memories. They have difficulty forming new memories due to an encoding deficit.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to help the patient access older, cle... | A big city... um... Chicago. | {
"movement": [
"lowering head"
],
"facial_expression": [],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,750.55764 | true |
P00_D43 | 0 | Jacob Johnson | AD-early | 4 | 7 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You look a little uneasy today. I’m here with you. How are you feeling right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "I… I don’t know. My head feels… messy."
},
{
"round": 2,
"speaker": "Caregiver",
"ut... | Yes, Chicago. You moved there in 1967. You started your career at Harbor & Co, working with finances. What was it like, being in that big city and starting that job? | {
"step1_dialogue_analysis": "The patient initially showed confusion and worry about recent events but was able to recall moving to Chicago in 1967. The caregiver is guiding the conversation towards past memories, which are more accessible for the patient.",
"step2_caregiver_assessment": {
"intent": "The caregi... | It was… um… busy. Lots of noise. | {
"movement": [
"covering ears",
"fidgeting"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)",
"sighing"
]
} | gpt-4o | 1,763,811,755.97519 | true |
P00_D43 | 0 | Jacob Johnson | AD-early | 5 | 9 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You look a little uneasy today. I’m here with you. How are you feeling right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "I… I don’t know. My head feels… messy."
},
{
"round": 2,
"speaker": "Caregiver",
"ut... | You’re saying it just fine. That job gave you a lot of experience, and that’s also when you met Linda. You told me she later became your wife. What do you remember about that time with her, in Chicago? | {
"step1_dialogue_analysis": "The patient shows confusion and worry about recent events but can recall remote memories when prompted. Emotional state shifts from confusion to frustration and then to apologetic when discussing past events.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to h... | Linda… yeah… Linda. | {
"movement": [],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)",
"repetitive words"
]
} | gpt-4o | 1,763,811,761.352016 | true |
P00_D43 | 0 | Jacob Johnson | AD-early | 6 | 11 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You look a little uneasy today. I’m here with you. How are you feeling right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "I… I don’t know. My head feels… messy."
},
{
"round": 2,
"speaker": "Caregiver",
"ut... | There’s nothing to apologize for. You’re sharing what you can, and that’s enough. You also lived in a busy neighborhood back then, lots of people and activity around. What do you remember about living in that neighborhood and working in finance? | {
"step1_dialogue_analysis": "The patient has shown confusion and worry when asked about recent events, but can recall remote memories with some prompting. Emotional state has shifted from confusion to worry and frustration. The patient is apologetic and self-doubting.",
"step2_caregiver_assessment": {
"intent"... | The street was… loud. Cars, buses. | {
"movement": [
"looking around"
],
"facial_expression": [
"vacant expression"
],
"voice": [
"sighing"
]
} | gpt-4o | 1,763,811,767.140029 | true |
P00_D44 | 0 | Jacob Johnson | AD-early | 1 | 0 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [] | {
"step1_dialogue_analysis": "Patient shows confusion and difficulty recalling recent routine activities, indicative of early AD. Displays self-doubt and apologetic behavior.",
"step2_caregiver_assessment": {
"intent": "Caregiver aims to guide patient through daily routine.",
"tone": "Supportive and patient... | Uh… excuse me… Carla? I… I can’t… what am I… supposed to do now? This morning, I mean. I’m… I’m sorry, I just… I don’t remember. | {
"movement": [
"looking around"
],
"facial_expression": [
"vacant expression"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,771.53039 | true | |
P00_D44 | 0 | Jacob Johnson | AD-early | 2 | 2 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… excuse me… Carla? I… I can’t… what am I… supposed to do now? This morning, I mean. I’m… I’m sorry, I just… I don’t remember."
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "That’s okay, Jacob, you don’t need to apologize. It’s... | That’s okay, Jacob, you don’t need to apologize. It’s Monday morning. First we wash and brush your teeth at 7:00, then breakfast at 8:00. After that, at 9:30, you take your morning medicines, and at 10:00 we do a little walk in the hallway together. I’ll be with you the whole time. | {
"step1_dialogue_analysis": "Jacob is confused and worried about his routine, showing memory difficulties and apologetic behavior. He struggles to remember the current day's schedule.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure Jacob and guide him through his morning routine.",
... | A walk? Today? I thought… I thought I already ate. Did I eat? I… I feel mixed up. I don’t… I don’t know what I did. I’m sorry, I keep asking. | {
"movement": [
"fidgeting",
"looking around"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)",
"repetitive words"
]
} | gpt-4o | 1,763,811,776.958624 | true |
P00_D44 | 0 | Jacob Johnson | AD-early | 3 | 4 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… excuse me… Carla? I… I can’t… what am I… supposed to do now? This morning, I mean. I’m… I’m sorry, I just… I don’t remember."
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "That’s okay, Jacob, you don’t need to apologize. It’s... | You’re not doing anything wrong. You haven’t had breakfast yet; it’s still coming. Right now we’re just getting you washed up and ready. After breakfast I’ll bring your medicines and then we’ll walk. I’ll remind you again when it’s time. | {
"step1_dialogue_analysis": "The patient is confused and worried about his routine, showing difficulty in remembering recent events. He apologizes frequently, indicating self-doubt and anxiety.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure the patient and provide clarity about the... | And… um… is… is anyone coming today? I… I feel like… someone was coming. I lost it. Who’s… who’s coming to see me? | {
"movement": [
"looking around",
"fidgeting"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)",
"repetitive words"
]
} | gpt-4o | 1,763,811,782.719746 | true |
P00_D44 | 0 | Jacob Johnson | AD-early | 4 | 6 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… excuse me… Carla? I… I can’t… what am I… supposed to do now? This morning, I mean. I’m… I’m sorry, I just… I don’t remember."
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "That’s okay, Jacob, you don’t need to apologize. It’s... | Yes, you remembered there’s a visit. Today at 3:00 in the afternoon, Susan is coming to see you. Before that, you’ll have lunch at 12:00 and a rest until 2:00. I’ll let you know when it’s almost time for Susan to arrive, so you don’t have to keep it in your head. | {
"step1_dialogue_analysis": "Patient is confused and anxious about daily routine and upcoming events. Shows memory lapses, repeatedly asking about schedule and visitors.",
"step2_caregiver_assessment": {
"intent": "To reassure the patient and provide clarity about the day's schedule.",
"tone": "Supportive ... | Susan… Susan… I know that name, but… I can’t get the picture. Is she… is that today? Or… did she already come? I keep mixing it up. It makes me… kind of nervous. | {
"movement": [
"fidgeting",
"looking around"
],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)",
"murmuring / self-talk"
]
} | gpt-4o | 1,763,811,787.480099 | true |
P00_D44 | 0 | Jacob Johnson | AD-early | 5 | 8 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… excuse me… Carla? I… I can’t… what am I… supposed to do now? This morning, I mean. I’m… I’m sorry, I just… I don’t remember."
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "That’s okay, Jacob, you don’t need to apologize. It’s... | It’s understandable to feel nervous. She hasn’t been here yet today. She will come later, at 3:00. You don’t need to remember the time; I’ll tell you when she’s on her way. For now we just focus on one thing at a time—washing, breakfast, then your walk. I’ll guide you through each step. | {
"step1_dialogue_analysis": "Patient shows confusion and anxiety about daily routine, repeatedly apologizing for memory lapses. Displays self-doubt and worry about inability to recall details.",
"step2_caregiver_assessment": {
"intent": "Caregiver aims to reassure and guide the patient through the routine, red... | I’m… I’m sorry, Carla. I keep… asking and asking. I should remember this stuff. | {
"movement": [
"lowering head"
],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)",
"murmuring / self-talk"
]
} | gpt-4o | 1,763,811,792.933051 | true |
P00_D44 | 0 | Jacob Johnson | AD-early | 6 | 10 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… excuse me… Carla? I… I can’t… what am I… supposed to do now? This morning, I mean. I’m… I’m sorry, I just… I don’t remember."
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "That’s okay, Jacob, you don’t need to apologize. It’s... | You’re not stupid at all, Jacob. Your memory is having a hard time, that’s all. It’s the illness, not you. My job is to remember the schedule. Your job is just to let me help. You’re doing fine by asking. | {
"step1_dialogue_analysis": "Patient is experiencing confusion and anxiety due to inability to remember recent events. He apologizes frequently, indicating self-doubt and insecurity. He recalls past memories clearly but struggles with current routine.",
"step2_caregiver_assessment": {
"intent": "Caregiver aims... | When I was a kid… getting ready for school… in Pittsburgh… my mom, she’d… she’d lay out my clothes. I… I can see the kitchen. Cereal on the table. Mr. Thompson… history class later. That part… that part is clear. But today… it’s just fog. | {
"movement": [],
"facial_expression": [
"vacant expression"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,799.404606 | true |
P00_D44 | 0 | Jacob Johnson | AD-early | 7 | 12 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "Uh… excuse me… Carla? I… I can’t… what am I… supposed to do now? This morning, I mean. I’m… I’m sorry, I just… I don’t remember."
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "That’s okay, Jacob, you don’t need to apologize. It’s... | That sounds like a good memory, Jacob. Your mornings back then were busy, just like now. Today is similar, but I’m the one laying things out and guiding you, like your mom did. Right now, we’ll wash up, then we’ll go have breakfast. After that, I’ll bring your medicine. You don’t have to hold onto it—just follow me, on... | {
"step1_dialogue_analysis": "Patient Jacob shows confusion and anxiety about his daily routine, repeatedly asking for reassurance and details. He struggles with recent memory but recalls past events clearly.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure Jacob and guide him through... | Okay… one thing at a time. You’ll… you’ll tell me, right? When it’s eating time… and walking time… and when Susan comes. | {
"movement": [],
"facial_expression": [],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,804.877736 | true |
P00_D45 | 0 | Jacob Johnson | AD-early | 1 | 0 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [] | {
"step1_dialogue_analysis": "The patient shows confusion and difficulty in recalling recent events due to an encoding deficit. There is a tendency to apologize and express self-doubt.",
"step2_caregiver_assessment": {
"intent": "The caregiver is likely trying to engage the patient in a conversation about past ... | I’m… I’m sorry, what were we talking about? | {
"movement": [],
"facial_expression": [
"avoiding eye contact",
"vacant expression"
],
"voice": [
"verbal hesitation (um / uh)",
"silence for several seconds"
]
} | gpt-4o | 1,763,811,809.295477 | true | |
P00_D45 | 0 | Jacob Johnson | AD-early | 2 | 2 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "I’m… I’m sorry, what were we talking about?"
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "We were talking about your work, remember?"
}
] | We were talking about your work, remember? | {
"step1_dialogue_analysis": "The patient shows confusion and difficulty recalling recent information, indicating an encoding deficit. They are worried and self-doubting, with a tendency to apologize.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to help the patient recall past work exper... | Summit… um… | {
"movement": [],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,813.940467 | true |
P00_D45 | 0 | Jacob Johnson | AD-early | 3 | 4 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "I’m… I’m sorry, what were we talking about?"
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "We were talking about your work, remember?"
},
{
"round": 2,
"speaker": "Patient",
"utterance": "Summit… um…"
},
{
... | You’re not doing anything wrong. | {
"step1_dialogue_analysis": "The patient is showing signs of confusion and worry about the conversation topic. They have difficulty recalling recent memories and express self-doubt and anxiety.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to reassure the patient and help them recall pas... | Oh… late eighties… yes, Summit. | {
"movement": [
"lowering head"
],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,820.091334 | true |
P00_D45 | 0 | Jacob Johnson | AD-early | 4 | 6 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "I’m… I’m sorry, what were we talking about?"
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "We were talking about your work, remember?"
},
{
"round": 2,
"speaker": "Patient",
"utterance": "Summit… um…"
},
{
... | Yes, that’s it. | {
"step1_dialogue_analysis": "The patient initially showed confusion about the topic but gradually recalled the context with caregiver support. Emotional state shifted from confusion to worry, and now frustration as they struggle to access specific details.",
"step2_caregiver_assessment": {
"intent": "The careg... | I remember the team… the artists, the… designers. | {
"movement": [],
"facial_expression": [
"frowning"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,825.25997 | true |
P00_D45 | 0 | Jacob Johnson | AD-early | 5 | 8 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "I’m… I’m sorry, what were we talking about?"
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "We were talking about your work, remember?"
},
{
"round": 2,
"speaker": "Patient",
"utterance": "Summit… um…"
},
{
... | It makes sense to feel upset about that. | {
"step1_dialogue_analysis": "The patient shows confusion and frustration about recalling past work experiences. They express worry and frustration, indicating difficulty accessing specific details about their past work at Summit Retail Group.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying... | I keep… messing up the talking. | {
"movement": [
"lowering head"
],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)",
"murmuring / self-talk"
]
} | gpt-4o | 1,763,811,831.452181 | true |
P00_D45 | 0 | Jacob Johnson | AD-early | 6 | 10 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": false,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Patient",
"utterance": "I’m… I’m sorry, what were we talking about?"
},
{
"round": 1,
"speaker": "Caregiver",
"utterance": "We were talking about your work, remember?"
},
{
"round": 2,
"speaker": "Patient",
"utterance": "Summit… um…"
},
{
... | You don’t need to apologize to me. | {
"step1_dialogue_analysis": "The patient shows confusion and worry about recalling past work experiences. They express frustration and apologize for perceived communication failures.",
"step2_caregiver_assessment": {
"intent": "The caregiver aims to reassure the patient and reduce their anxiety about memory la... | Maybe… maybe that’s enough now. | {
"movement": [
"lowering head"
],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"sighing",
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,836.067905 | true |
P00_D46 | 0 | Jacob Johnson | AD-early | 1 | 1 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You mentioned a teacher you really liked, Mr. Thompson. I’d love to hear about him. What comes to mind when you think of him right now?"
}
] | You mentioned a teacher you really liked, Mr. Thompson. I’d love to hear about him. What comes to mind when you think of him right now? | {
"step1_dialogue_analysis": "The patient shows confusion and difficulty in accessing recent memories, with a tendency to apologize and express self-doubt. Emotional state fluctuates between confusion and frustration.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to engage the patient in ... | Oh… Mr. Thompson… yeah… I… I knew him. History… I think. Sorry, it’s… it’s fuzzy. I… I should remember better. My head just… slips away on me. | {
"movement": [
"touching forehead",
"lowering head"
],
"facial_expression": [
"frowning",
"vacant expression"
],
"voice": [
"verbal hesitation (um / uh)",
"silence for several seconds"
]
} | gpt-4o | 1,763,811,840.976114 | true |
P00_D46 | 0 | Jacob Johnson | AD-early | 2 | 3 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You mentioned a teacher you really liked, Mr. Thompson. I’d love to hear about him. What comes to mind when you think of him right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Oh… Mr. Thompson… yeah… I… I knew him. History... | It’s okay, you don’t have to force it. You’ve told me he stayed important to you, even after high school. Do you remember if you ever talked to him again, maybe years later? | {
"step1_dialogue_analysis": "The patient initially showed confusion when asked about Mr. Thompson, expressing self-doubt and apologizing for not remembering clearly. They are struggling with recent memory recall due to an encoding deficit.",
"step2_caregiver_assessment": {
"intent": "The caregiver is trying to... | Talked to him? I… I don’t… I don’t know. Did I? I… I feel like I should know that. I’m sorry, I just… I can’t see it. It’s like a… blank spot. I’m probably mixing things up. | {
"movement": [
"fidgeting",
"looking around"
],
"facial_expression": [
"avoiding eye contact",
"frowning"
],
"voice": [
"verbal hesitation (um / uh)",
"repetitive words"
]
} | gpt-4o | 1,763,811,845.994365 | true |
P00_D46 | 0 | Jacob Johnson | AD-early | 3 | 5 | {
"extraversion": -1,
"agreeableness": -1,
"conscientiousness": -2,
"emotional_stability": -2,
"openness": -2,
"optimism": -2,
"confidence": -2,
"integrity": 0
} | {
"has_recent_episodic": false,
"has_remote_episodic": true,
"has_semantic": true,
"benefits_from_cues": false,
"deficit_type": "encoding_deficit",
"cognitive_fluctuation": false,
"clinical_note": "Encoding deficit - cannot form new memories; remote memories relatively preserved"
} | [
{
"round": 1,
"speaker": "Caregiver",
"utterance": "You mentioned a teacher you really liked, Mr. Thompson. I’d love to hear about him. What comes to mind when you think of him right now?"
},
{
"round": 1,
"speaker": "Patient",
"utterance": "Oh… Mr. Thompson… yeah… I… I knew him. History... | You’re not doing anything wrong. Let’s go back to when you were a teenager. Picture yourself in high school, in Pittsburgh, sitting in his history class. What was it like being in that room with him? | {
"step1_dialogue_analysis": "Patient shows confusion and worry about memory recall, with a tendency to apologize and express self-doubt. Memory attempts focus on remote memories, but recent episodic memories are inaccessible.",
"step2_caregiver_assessment": {
"intent": "Caregiver is trying to help the patient ... | Oh… yeah… high school… Pittsburgh. I’m in the desk… the hard chair. He’s at the front… Mr. Thompson. He talks… real strong voice. He’d say, “Look at it another way.” Made us think… not just dates. I remember feeling… small but… kind of excited. Like… “Oh, I never thought of that.” | {
"movement": [
"fidgeting"
],
"facial_expression": [
"avoiding eye contact"
],
"voice": [
"verbal hesitation (um / uh)"
]
} | gpt-4o | 1,763,811,851.327397 | true |
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