erangaeb · March 29, 2025 09:56
diff --git a/mental-reasoning.csv b/mental-reasoning.csv
conversation	reasoning	diagnosis
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 0)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 1)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I suddenly feel like I can't breathe and my heart races. Doctor: Do these happen without warning? Patient: Yes, and I worry about having another attack. (Sample 2)	The patient describes recurrent unexpected panic attacks and persistent concern about having more attacks, consistent with Panic Disorder as per DSM-5.	Panic Disorder (DSM-5 300.01)
Patient: I worry about everything constantly. Even small things stress me out. Doctor: How long has this been going on? Patient: Over six months. I can't focus and feel tense all the time. (Sample 3)	The patient exhibits excessive worry lasting over six months, difficulty concentrating, and physical tension. These meet the DSM-5 criteria for Generalized Anxiety Disorder.	Generalized Anxiety Disorder (DSM-5 300.02)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 4)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I suddenly feel like I can't breathe and my heart races. Doctor: Do these happen without warning? Patient: Yes, and I worry about having another attack. (Sample 5)	The patient describes recurrent unexpected panic attacks and persistent concern about having more attacks, consistent with Panic Disorder as per DSM-5.	Panic Disorder (DSM-5 300.01)
Patient: I worry about everything constantly. Even small things stress me out. Doctor: How long has this been going on? Patient: Over six months. I can't focus and feel tense all the time. (Sample 6)	The patient exhibits excessive worry lasting over six months, difficulty concentrating, and physical tension. These meet the DSM-5 criteria for Generalized Anxiety Disorder.	Generalized Anxiety Disorder (DSM-5 300.02)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 7)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I worry about everything constantly. Even small things stress me out. Doctor: How long has this been going on? Patient: Over six months. I can't focus and feel tense all the time. (Sample 8)	The patient exhibits excessive worry lasting over six months, difficulty concentrating, and physical tension. These meet the DSM-5 criteria for Generalized Anxiety Disorder.	Generalized Anxiety Disorder (DSM-5 300.02)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 9)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 10)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I suddenly feel like I can't breathe and my heart races. Doctor: Do these happen without warning? Patient: Yes, and I worry about having another attack. (Sample 11)	The patient describes recurrent unexpected panic attacks and persistent concern about having more attacks, consistent with Panic Disorder as per DSM-5.	Panic Disorder (DSM-5 300.01)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 12)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 13)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I worry about everything constantly. Even small things stress me out. Doctor: How long has this been going on? Patient: Over six months. I can't focus and feel tense all the time. (Sample 14)	The patient exhibits excessive worry lasting over six months, difficulty concentrating, and physical tension. These meet the DSM-5 criteria for Generalized Anxiety Disorder.	Generalized Anxiety Disorder (DSM-5 300.02)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 15)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 16)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 17)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I worry about everything constantly. Even small things stress me out. Doctor: How long has this been going on? Patient: Over six months. I can't focus and feel tense all the time. (Sample 18)	The patient exhibits excessive worry lasting over six months, difficulty concentrating, and physical tension. These meet the DSM-5 criteria for Generalized Anxiety Disorder.	Generalized Anxiety Disorder (DSM-5 300.02)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 19)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 20)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 21)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 22)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I worry about everything constantly. Even small things stress me out. Doctor: How long has this been going on? Patient: Over six months. I can't focus and feel tense all the time. (Sample 23)	The patient exhibits excessive worry lasting over six months, difficulty concentrating, and physical tension. These meet the DSM-5 criteria for Generalized Anxiety Disorder.	Generalized Anxiety Disorder (DSM-5 300.02)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 24)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 25)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 26)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 27)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 28)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 29)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 30)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 31)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 32)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 33)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 34)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 35)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 36)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 37)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 38)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 39)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 40)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I feel on top of the world, barely sleep, and started multiple projects. Doctor: Are your thoughts racing? Patient: Yes, I can't stop talking or thinking. (Sample 41)	Elevated mood, decreased need for sleep, increased goal-directed activity, and pressured speech indicate a manic episode consistent with Bipolar I Disorder.	Bipolar I Disorder, Current Episode Manic (DSM-5 296.41)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 42)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I've been feeling really down for weeks and I don't enjoy anything anymore. Doctor: How is your sleep and appetite? Patient: I can't sleep and I've lost my appetite. (Sample 43)	The patient reports a persistent depressed mood, anhedonia, insomnia, loss of appetite, and hopelessness lasting more than two weeks. These symptoms align with the diagnostic criteria for Major Depressive Disorder as per DSM-5.	Major Depressive Disorder (DSM-5 296.21)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 44)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I worry about everything constantly. Even small things stress me out. Doctor: How long has this been going on? Patient: Over six months. I can't focus and feel tense all the time. (Sample 45)	The patient exhibits excessive worry lasting over six months, difficulty concentrating, and physical tension. These meet the DSM-5 criteria for Generalized Anxiety Disorder.	Generalized Anxiety Disorder (DSM-5 300.02)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 46)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)
Patient: I worry about everything constantly. Even small things stress me out. Doctor: How long has this been going on? Patient: Over six months. I can't focus and feel tense all the time. (Sample 47)	The patient exhibits excessive worry lasting over six months, difficulty concentrating, and physical tension. These meet the DSM-5 criteria for Generalized Anxiety Disorder.	Generalized Anxiety Disorder (DSM-5 300.02)
Patient: I suddenly feel like I can't breathe and my heart races. Doctor: Do these happen without warning? Patient: Yes, and I worry about having another attack. (Sample 48)	The patient describes recurrent unexpected panic attacks and persistent concern about having more attacks, consistent with Panic Disorder as per DSM-5.	Panic Disorder (DSM-5 300.01)
Patient: I keep getting flashbacks from the accident. Doctor: Do you avoid reminders of the event? Patient: Yes, I avoid driving and loud noises. (Sample 49)	Patient reports trauma exposure, intrusive flashbacks, avoidance behaviors, and hyperarousal symptoms—criteria aligned with PTSD per DSM-5.	Post-Traumatic Stress Disorder (DSM-5 309.81)