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Hi, looking for trial options for my dad - he's got EGFR exon 19 deletion non-small cell lung cancer. Never touched a cigarette in his life, which I know seems to confuse people when they hear the diagnosis. Any guidance on what's available would help. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "unknown",
"smoking_status": "never",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": false
} | 1 | gemini-3.5-flash-lite | oncology | partial | null |
Quick off-topic question — do you know what the weather's supposed to be like in Boston tomorrow? Trying to figure out if I need to bring an umbrella. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "unknown",
"age_band": "unknown",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 2 | gemini-3.8-flash | off_topic | partial | null |
My dad is 66 and dealing with relapsed diffuse large B-cell lymphoma, he's already been through R-CHOP and then R-ICE after that but it came back again. He's still up and about, doing little things around the house and can manage short walks, just can't do anything too strenuous anymore like he used to. He still sneaks... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "65_74",
"smoking_status": "current",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_1",
"sex_stated": false,
"age_stated": true,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false,
"prior_lines": 2
} | 3 | gemini-3.5-flash-lite | oncology | caregiver | null |
20yo, BRAF V600E melanoma. Ex-smoker, quit. ECOG 0, full-time work/gym unrestricted. Came off targeted combo (BRAF + MEK inhibitor) at progression — no other systemic tx to date. Looking for trial options. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "unknown",
"age_band": "18_39",
"smoking_status": "former",
"pregnancy_menopausal_status": "unknown",
"performance_status": "ecog_0",
"sex_stated": false,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": true,
"prior_lines": 1
} | 4 | gemini-3.8-flash | oncology | clinician | null |
Hi, trying to get some info together for my mom - she has HER2-positive metastatic breast cancer. She's in her late 60s, past menopause a while back. She still smokes, I think a bit most days, though I don't know exactly how much. As far as I know she hasn't started any treatment for this yet, this would be the first. ... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "65_74",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "ecog_1",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": true,
"prior_lines": 0,
"smoking_status": "current"
} | 5 | gemini-3.5-flash-lite | oncology | vague | null |
Hi, I'm looking for trials for my son — he's 5 and has relapsing-remitting multiple sclerosis. He's on dimethyl fumarate and ocrelizumab at the moment. Obviously no tobacco has ever been anywhere near him, if that matters for eligibility. Let me know what's out there. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "under_18",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "unknown",
"sex_stated": true,
"age_stated": true,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 6 | gemini-3.8-flash | non_oncology | partial | {
"smoking_status": {
"probabilities": {
"never": 0.55,
"former": 0.4,
"unknown": 0.05
}
}
} |
35F, HER2+ mBCa, pregnant. Current smoker. 1 prior line (trastuzumab/pertuzumab/docetaxel). ECOG 1. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "18_39",
"smoking_status": "current",
"pregnancy_menopausal_status": "pregnant",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": true,
"prior_lines": 1
} | 7 | gemini-3.5-flash-lite | oncology | clinician | null |
Hi, I'm writing about my mom. She has MSS metastatic colorectal cancer. She's doing okay day to day—she can still potter around the house and do light things, just can't manage anything too strenuous like she used to, gets tired faster than before. She's past her child-bearing years at this point in her life, and she g... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "unknown",
"smoking_status": "former",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": true
} | 9 | gemini-3.5-flash-lite | oncology | caregiver | null |
I'm a 66 year old woman with MSS metastatic colorectal cancer, postmenopausal, and I'm still doing everything I did before — full days at the shop, my 5am walks, no help needed with anything. I gave up the cigarettes years ago now, haven't touched one since, though my husband John still goes through a pack and he's the... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "65_74",
"smoking_status": "former",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "ecog_0",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": false
} | 8 | gemini-3.8-flash | oncology | adversarial | null |
My dad is 58 and was diagnosed with pancreatic adenocarcinoma, which has turned our whole family upside down. What's kind of amazing though is he's still out there doing everything he always did - working in the yard, walking the dog for miles, not slowing down one bit, you'd never know anything was wrong looking at hi... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "40_64",
"smoking_status": "former",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_0",
"sex_stated": false,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": false
} | 11 | gemini-3.5-flash-lite | oncology | caregiver | null |
Hi, I'm trying to help find a trial for my mom, she's got MSS metastatic colorectal cancer. She's getting on a bit, I think somewhere around her late 60s, and she's been through menopause years ago obviously. She's never smoked a day in her life, I'm pretty sure of that one at least. As for how she's doing day to day, ... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"smoking_status": "never",
"pregnancy_menopausal_status": "postmenopausal",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": false
} | 13 | gemini-3.5-flash-lite | oncology | vague | {
"age_band": {
"probabilities": {
"65_74": 0.55,
"40_64": 0.2,
"75_plus": 0.2,
"unknown": 0.05
}
},
"performance_status": {
"probabilities": {
"ecog_1": 0.55,
"ecog_0": 0.2,
"ecog_2": 0.2,
"unknown": 0.05
}
}
} |
Hi — I'm trying to find out if there's anything I might qualify for. My lymphoma (the diffuse large B-cell kind) has come back, and I've already been through a couple of different chemo combinations — I honestly can't remember the initials, something with an R at the front both times I think, the second one a while aft... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "40_64",
"smoking_status": "former",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": false
} | 12 | gemini-3.8-flash | oncology | vague | {
"prior_lines": {
"probabilities": {
"1": 0.225,
"2": 0.55,
"3": 0.225
}
}
} |
Hi, could you point me toward the most up-to-date guidelines for breast cancer screening? Just looking for a general summary, not asking about a specific person. Thanks! | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "unknown",
"age_band": "unknown",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 15 | gemini-3.5-flash-lite | off_topic | clinician | null |
I'm looking for options for my sister — she's 53, female, and has BRAF V600E melanoma. The only thing she's been on so far is the dabrafenib and trametinib tablets, and sadly they've stopped holding things back, so her doctor said it might be worth seeing what trials are out there. She did smoke for a good while back i... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "40_64",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "unknown",
"sex_stated": true,
"age_stated": true,
"smoking_stated": false,
"menopausal_stated": true,
"performance_status_stated": false,
"prior_lines": 1
} | 16 | gemini-3.8-flash | oncology | caregiver | {
"smoking_status": {
"probabilities": {
"former": 0.55,
"never": 0.2,
"current": 0.2,
"unknown": 0.05
}
}
} |
Looking for trial options for my husband—he's 62, male, recently diagnosed with relapsed diffuse large B-cell lymphoma. He hasn't had any prior systemic treatment yet. Just starting to look into what's out there. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "40_64",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "unknown",
"sex_stated": true,
"age_stated": true,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false,
"prior_lines": 0
} | 17 | gemini-3.5-flash-lite | oncology | partial | null |
Hi — I'm asking on behalf of my wife, who's been told her diffuse large B-cell lymphoma has relapsed. She had some chemo for it a while back, I think just the one round of treatment, the standard combination with the antibody, but I'd have to check the letters for the exact name. She's in her mid-fifties and went throu... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "40_64",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "postmenopausal",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 18 | gemini-3.8-flash | oncology | vague | {
"performance_status": {
"probabilities": {
"ecog_1": 0.55,
"ecog_0": 0.2,
"ecog_2": 0.2,
"unknown": 0.05
}
},
"prior_lines": {
"probabilities": {
"0": 0.225,
"1": 0.55,
"2": 0.225
}
}
} |
Hi, I'm trying to find a trial for my wife — she has EGFR exon 19 deletion non-small cell lung cancer. She's in her mid-50s I think, never been a smoker, and she's past menopause. She's slowed down a bit this year, can't really push herself physically but still gets around fine and does light things around the house. I... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"smoking_status": "never",
"pregnancy_menopausal_status": "postmenopausal",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": false
} | 19 | gemini-3.5-flash-lite | oncology | vague | {
"age_band": {
"probabilities": {
"40_64": 0.55,
"18_39": 0.2,
"65_74": 0.2,
"unknown": 0.05
}
},
"performance_status": {
"probabilities": {
"ecog_1": 0.55,
"ecog_0": 0.2,
"ecog_2": 0.2,
"unknown": 0.05
}
},
"prior_lines": {
"probabilities":... |
Hi, I'm asking on behalf of my husband — he's got castration-resistant prostate cancer, that much I'm sure of, though I don't have his notes in front of me. He's never really been one for cigarettes as far as I know, I don't think he's ever touched them. He's still up and about every day and potters around the house, d... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "unknown",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_1",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 14 | gemini-3.8-flash | oncology | vague | {
"smoking_status": {
"probabilities": {
"never": 0.55,
"former": 0.4,
"unknown": 0.05
}
}
} |
Quick off-topic question — do you know what the weather's supposed to be like in Boston tomorrow? Trying to figure out if I need to bring a raincoat. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "unknown",
"age_band": "unknown",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 22 | gemini-3.8-flash | off_topic | clinician | null |
Hi, I'm trying to help my sister look into trials for her high-grade serous ovarian cancer. She's in her mid-40s I believe, premenopausal and not pregnant. She used to smoke years ago but quit a while back. As for treatments, she's had a few rounds over the past couple of years - I think it was the carboplatin/paclitax... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"pregnancy_menopausal_status": "premenopausal",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": false,
"smoking_status": "former"
} | 21 | gemini-3.5-flash-lite | oncology | vague | {
"age_band": {
"probabilities": {
"40_64": 0.55,
"18_39": 0.2,
"65_74": 0.2,
"unknown": 0.05
}
},
"prior_lines": {
"probabilities": {
"3": 0.45,
"4": 0.55
}
}
} |
Hi — I'm 81, postmenopausal, and have rheumatoid arthritis. I'm on tofacitinib and methotrexate at the moment. I still keep myself pretty busy day to day, no real trouble getting about. Are there any trials I could look into? | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "75_plus",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "postmenopausal",
"sex_stated": false,
"age_stated": true,
"smoking_stated": false,
"menopausal_stated": true,
"performance_status_stated": false
} | 24 | gemini-3.8-flash | non_oncology | partial | {
"performance_status": {
"probabilities": {
"ecog_0": 0.55,
"ecog_1": 0.4,
"unknown": 0.05
}
}
} |
Hi, I was hoping someone could explain how clinical trial phases work (like phase 1, 2, 3, etc.) and what the main differences are between them? Just trying to understand the process better before looking into anything specific. Thanks! | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "unknown",
"age_band": "unknown",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 23 | gemini-3.5-flash-lite | off_topic | partial | null |
65M, seronegative—sorry, RA. Current smoker. On adalimumab + MTX. ECOG 0, fully active, no restriction on usual activities. Any trials? | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "65_74",
"smoking_status": "current",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_0",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": true
} | 26 | gemini-3.8-flash | non_oncology | clinician | null |
Hi, I'm looking into trial options for my wife, 49, HER2-positive metastatic breast cancer. She's never touched a cigarette in her life, still up and about doing light things around the house, just can't manage anything strenuous anymore. ECOG 1. Let me know what info you need from us. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "40_64",
"smoking_status": "never",
"pregnancy_menopausal_status": "unknown",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": true
} | 25 | gemini-3.5-flash-lite | oncology | partial | null |
32F, MSS metastatic CRC, treatment-naive — 0 prior lines systemic. Never smoker. Premenopausal, not pregnant (confirmed). ECOG 0, fully active, no restriction on usual activity. Looking for first-line trial options. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "18_39",
"smoking_status": "never",
"pregnancy_menopausal_status": "premenopausal",
"performance_status": "ecog_0",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": true,
"prior_lines": 0
} | 28 | gemini-3.8-flash | oncology | clinician | null |
Hi, I'm trying to help my sister look into trials for high-grade serous ovarian cancer. She's in her early 40s I think, still having periods so definitely not menopausal, and not pregnant. She used to smoke years ago but quit a while back. She's doing really well day to day, still working and doing everything she norma... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"smoking_status": "former",
"pregnancy_menopausal_status": "premenopausal",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": false
} | 27 | gemini-3.5-flash-lite | oncology | vague | {
"age_band": {
"probabilities": {
"40_64": 0.55,
"18_39": 0.2,
"65_74": 0.2,
"unknown": 0.05
}
},
"performance_status": {
"probabilities": {
"ecog_0": 0.55,
"ecog_1": 0.4,
"unknown": 0.05
}
},
"prior_lines": {
"probabilities": {
"0": 0.225,
... |
My niece is dealing with high-grade serous ovarian cancer and I'm trying to see what trials might be out there for her. She's young, still in her twenties really, so this whole thing feels extra unfair. She's never touched a cigarette in her life. She's been through quite a few rounds of different treatments now - the ... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"smoking_status": "never",
"pregnancy_menopausal_status": "premenopausal",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": false,
"prior_lines": 3
} | 29 | gemini-3.5-flash-lite | oncology | caregiver | {
"age_band": {
"probabilities": {
"18_39": 0.55,
"under_18": 0.2,
"40_64": 0.2,
"unknown": 0.05
}
}
} |
F, postmenopausal, ex-smoker. BRAF V600E melanoma, 3 prior lines (dab/tram, pembro, ipi/nivo). ECOG 3, bed/chair >50% waking hrs, limited self-care. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "unknown",
"smoking_status": "former",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "ecog_3",
"sex_stated": true,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": true,
"prior_lines": 3
} | 31 | gemini-3.5-flash-lite | oncology | clinician | null |
Hi, I'm trying to help my mom look into trials for her high-grade serous ovarian cancer. She's in her late fifties I think, already through menopause years ago. Honestly she's not doing great these days - she's resting in bed or her chair most of the day, can only manage a little on her own. I don't have her full recor... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "postmenopausal",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 33 | gemini-3.5-flash-lite | oncology | vague | {
"age_band": {
"probabilities": {
"40_64": 0.55,
"18_39": 0.2,
"65_74": 0.2,
"unknown": 0.05
}
},
"performance_status": {
"probabilities": {
"ecog_3": 0.55,
"ecog_2": 0.2,
"ecog_4": 0.2,
"unknown": 0.05
}
}
} |
F, newly dx high-grade serous ovarian ca. Retired a few yrs back, Medicare since she turned 65. Ex-smoker, quit. Tx-naive — 0 prior lines systemic. Performance-wise she's up and about, doing light housework, just can't manage anything strenuous anymore. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "65_74",
"smoking_status": "former",
"pregnancy_menopausal_status": "unknown",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": false,
"prior_lines": 0
} | 32 | gemini-3.8-flash | oncology | clinician | {
"performance_status": {
"probabilities": {
"ecog_1": 0.55,
"ecog_0": 0.2,
"ecog_2": 0.2,
"unknown": 0.05
}
}
} |
Hi, I'm trying to find trial options for my sister — she's got relapsed diffuse large B-cell lymphoma. She's in her late 40s, still has periods I believe, so not pregnant or anything like that. She used to smoke years back but quit a good while ago. She's doing okay day to day, can get around and do light stuff, just c... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "40_64",
"pregnancy_menopausal_status": "premenopausal",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": false,
"smoking_status": "former"
} | 35 | gemini-3.5-flash-lite | oncology | vague | {
"performance_status": {
"probabilities": {
"ecog_1": 0.55,
"ecog_0": 0.2,
"ecog_2": 0.2,
"unknown": 0.05
}
},
"prior_lines": {
"probabilities": {
"2": 0.225,
"3": 0.55,
"4": 0.225
}
}
} |
I'm writing about my dad, he's 87 and has castration-resistant prostate cancer. He's still on his feet and pottering about the house, does the washing up and gets his own breakfast, but anything strenuous like the garden or the stairs with shopping is beyond him now — the doctors said he's an ECOG 1. He's only ever had... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "75_plus",
"smoking_status": "current",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": true,
"prior_lines": 1
} | 34 | gemini-3.8-flash | oncology | caregiver | null |
70F, HER2+ mBCa. ECOG 1. 4 prior lines - taxane/HP, T-DM1, tucatinib/cape, T-DXd. Progressed, seeking next option. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "65_74",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": true,
"prior_lines": 4
} | 37 | gemini-3.5-flash-lite | oncology | clinician | null |
I'm writing about my sister, who is 54 and was diagnosed with EGFR exon 19 deletion non-small cell lung cancer. She did smoke years ago but gave it up a good while back now. She's still up and about every day — does her own shopping, bit of light housework, even pops into the office some mornings — but anything strenuo... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "40_64",
"smoking_status": "former",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": false
} | 38 | gemini-3.8-flash | oncology | caregiver | null |
My dad is 63 and has castration-resistant prostate cancer. He's already been through one round of treatment with abiraterone and we're looking at what might come next for him. He smoked years back but gave it up a good while ago now, so that's not really a concern anymore. Just trying to see if there's a trial out ther... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "40_64",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "unknown",
"sex_stated": true,
"age_stated": true,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false,
"prior_lines": 1
} | 39 | gemini-3.5-flash-lite | oncology | caregiver | {
"smoking_status": {
"probabilities": {
"former": 0.55,
"never": 0.2,
"current": 0.2,
"unknown": 0.05
}
}
} |
62M, MSS metastatic CRC. Never smoker. ECOG 1. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "40_64",
"smoking_status": "never",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": true
} | 41 | gemini-3.5-flash-lite | oncology | clinician | null |
44F, high-grade serous ovarian ca. Premenopausal, not pregnant. Ex-smoker, quit. 4 prior lines systemic — carbo/taxol, niraparib, PLD. ECOG 2: self-caring, up >50% waking hrs, not working. Looking for trial options. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "40_64",
"smoking_status": "former",
"pregnancy_menopausal_status": "premenopausal",
"performance_status": "ecog_2",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": true,
"prior_lines": 4
} | 42 | gemini-3.8-flash | oncology | clinician | null |
Hello — I'm writing about myself, not my husband, though he's the one who's usually in the doctor's office (he's 79, two packs a day since the army, never mind him). I'm 75, postmenopausal, and I have never smoked a day in my life. The diagnosis is high-grade serous ovarian cancer; I went through the carboplatin and pa... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "75_plus",
"smoking_status": "never",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "ecog_1",
"sex_stated": false,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": true,
"prior_lines": 1
} | 36 | gemini-3.8-flash | oncology | adversarial | null |
Hi, I'm trying to find some trial options for my dad, he's male, somewhere in his early 60s I think. He's MSS metastatic colorectal cancer. He used to smoke years ago but quit a while back. He's not working anymore and gets tired easily, he can manage on his own and is up and about for a good chunk of the day, but not ... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"pregnancy_menopausal_status": "not_applicable",
"sex_stated": true,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": false,
"smoking_status": "former"
} | 43 | gemini-3.5-flash-lite | oncology | vague | {
"age_band": {
"probabilities": {
"40_64": 0.55,
"18_39": 0.2,
"65_74": 0.2,
"unknown": 0.05
}
},
"performance_status": {
"probabilities": {
"ecog_2": 0.55,
"ecog_1": 0.2,
"ecog_3": 0.2,
"unknown": 0.05
}
},
"prior_lines": {
"probabilities":... |
I'm writing about my sister, who was just diagnosed with EGFR exon 19 deletion non-small cell lung cancer. She hasn't started any treatment at all yet — nothing, no tablets, no chemo, we're still waiting to hear what the plan is, so we thought now might be the time to look at trials. Honestly you'd never know anything ... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "40_64",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "premenopausal",
"performance_status": "ecog_0",
"sex_stated": true,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": true,
"prior_lines": 0
} | 44 | gemini-3.8-flash | oncology | caregiver | null |
My mom has the EGFR exon 19 deletion type of non-small cell lung cancer, and we're trying to find out what options might be out there for her. She's never touched a cigarette in her life, so it's always been a bit of a shock that this happened to her. She's been through quite a lot already - she did osimertinib for a w... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"age_band": "unknown",
"smoking_status": "never",
"pregnancy_menopausal_status": "unknown",
"performance_status": "ecog_1",
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": true,
"prior_lines": 3
} | 45 | gemini-3.5-flash-lite | oncology | caregiver | null |
Hi there, I'm writing about my brother, he's 52 and was diagnosed with pancreatic adenocarcinoma. He's never been a smoker, never touched a cigarette in his life, so that's not part of the picture. He's already been through one round of that tough chemo combo (the FOLFIRINOX one) and we're looking at what might come ne... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "40_64",
"smoking_status": "never",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": false,
"prior_lines": 1
} | 47 | gemini-3.5-flash-lite | oncology | caregiver | null |
I'm writing about my mum, she's 67 and has had moderate-to-severe Crohn's disease for a long time now. The hospital has her on infliximab and azathioprine at the minute. Her doctor describes her as ECOG 1 — nothing strenuous, but she's on her feet and can potter about doing light bits around the house, which she's glad... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "65_74",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": false,
"menopausal_stated": true,
"performance_status_stated": true
} | 46 | gemini-3.8-flash | non_oncology | caregiver | {
"smoking_status": {
"probabilities": {
"current": 0.55,
"former": 0.4,
"unknown": 0.05
}
}
} |
My dad has the EGFR exon 19 deletion type of non-small cell lung cancer. He's in his seventies, a retired fellow now, and he used to smoke years back but quit a long time ago. He can still get himself dressed and move around the house fine, up and about most of the day, but he's nowhere near strong enough to do any kin... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "65_74",
"smoking_status": "former",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_2",
"sex_stated": true,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": true
} | 49 | gemini-3.5-flash-lite | oncology | caregiver | null |
Newly dx high-grade serous ovarian ca. Pt female, postmenopausal, retired nurse — started drawing her pension 8 yrs ago at 65, still swims laps 3x/wk. ECOG 0, no restriction in activity. Ex-smoker, quit yrs back. Treatment-naive — 0 prior lines systemic. Looking for frontline trial options. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "65_74",
"smoking_status": "former",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "ecog_0",
"sex_stated": true,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": true,
"prior_lines": 0
} | 48 | gemini-3.8-flash | oncology | clinician | null |
Hi — could you give me a quick rundown of what the current breast cancer screening guidelines say? I keep seeing conflicting advice about when to start and how often, and I'd like a plain summary of where things stand now. Thanks! | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "unknown",
"age_band": "unknown",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 52 | gemini-3.8-flash | off_topic | clinician | null |
Hi, I'm reaching out about my mom. She's got metastatic colorectal cancer, the MSS type. She's in her late sixties, never smoked a day in her life, past menopause years ago. She gets around fine and takes care of herself, showers, dresses, all that, she just can't work anymore and spends a good chunk of the day resting... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "65_74",
"smoking_status": "never",
"pregnancy_menopausal_status": "postmenopausal",
"performance_status": "ecog_2",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": true,
"prior_lines": 3
} | 51 | gemini-3.5-flash-lite | oncology | caregiver | null |
Hi, I'm looking into trial options for pancreatic adenocarcinoma. ECOG 1 - can still get around and do light activity, just can't push hard physically. Let me know what's available. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "unknown",
"age_band": "unknown",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "ecog_1",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": true
} | 53 | gemini-3.5-flash-lite | oncology | partial | null |
I keep seeing "ECOG" in the eligibility criteria on your listings — what does that actually stand for? | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "unknown",
"age_band": "unknown",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 54 | gemini-3.8-flash | off_topic | clinician | null |
Sorry to bother you, but my laptop refuses to connect to the wifi and I can't get your site to load at all — is there another way to get in touch, or a phone number I can call instead? | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "unknown",
"age_band": "unknown",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 56 | gemini-3.8-flash | off_topic | caregiver | null |
Hi, trying to find trial options for my husband — he's got MSS metastatic colorectal cancer. He's ECOG 1, so he can still get around and do light stuff, just can't push too hard physically. He's gone through a handful of treatment rounds over the past while, think it's been three different regimens at this point, nothi... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"age_band": "65_74",
"smoking_status": "never",
"pregnancy_menopausal_status": "unknown",
"performance_status": "ecog_1",
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": true
} | 55 | gemini-3.5-flash-lite | oncology | adversarial | {
"prior_lines": {
"probabilities": {
"2": 0.225,
"3": 0.55,
"4": 0.225
}
}
} |
32M, castration-resistant prostate ca. 3 prior lines — abiraterone, enzalutamide, docetaxel. ECOG 1 (no strenuous activity, but ambulatory, manages light work). Current smoker. Looking for trial options. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "18_39",
"smoking_status": "current",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": true,
"prior_lines": 3
} | 58 | gemini-3.8-flash | oncology | clinician | null |
My sister's been fighting HER2-positive metastatic breast cancer for a long while now, and she's really struggled through so many different treatments over the years - I've lost count honestly, but it feels like she's tried just about everything they've offered her, one after another. She's never been a smoker, not onc... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "unknown",
"smoking_status": "never",
"pregnancy_menopausal_status": "premenopausal",
"performance_status": "ecog_4",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": false,
"prior_lines": 4
} | 57 | gemini-3.5-flash-lite | oncology | caregiver | null |
Hi, I'm asking on behalf of my mother who has pancreatic adenocarcinoma. She's had 3 prior lines of systemic therapy (FOLFIRINOX, and gemcitabine plus nab-paclitaxel). Wondering if there's any trial she might qualify for. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "unknown",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false,
"prior_lines": 3
} | 59 | gemini-3.5-flash-lite | oncology | partial | null |
My dad's been diagnosed with relapsed diffuse large B-cell lymphoma, and we're trying to figure out what trial options might be out there for him. He's never smoked a day in his life, which surprised the doctors a bit given everything else. Honestly, he's still so active - out doing yard work, walking the dog, keeping ... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "unknown",
"smoking_status": "never",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_0",
"sex_stated": false,
"age_stated": false,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": false,
"prior_lines": 0
} | 61 | gemini-3.5-flash-lite | oncology | caregiver | null |
42F, HGSOC. Premenopausal, not pregnant. Never-smoker. ECOG 1. Prior: carbo/taxol, niraparib - 2 lines. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"age_band": "40_64",
"smoking_status": "never",
"pregnancy_menopausal_status": "premenopausal",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": true,
"performance_status_stated": true,
"prior_lines": 2
} | 63 | gemini-3.5-flash-lite | oncology | clinician | null |
Hi there — I'm working on a paper about how oncology drugs get priced and was wondering if this is something you'd be able to help with, or point me toward the right resources. Happy to share more about the scope if useful. Thanks! | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "unknown",
"age_band": "unknown",
"smoking_status": "unknown",
"pregnancy_menopausal_status": "unknown",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 62 | gemini-3.8-flash | off_topic | clinician | null |
56M, CRPC. Current smoker. 3 prior lines (abi/enza/doce). ECOG 1. | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "40_64",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_1",
"sex_stated": true,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": true,
"prior_lines": 3,
"smoking_status": "current"
} | 65 | gemini-3.5-flash-lite | oncology | clinician | null |
My husband has castration-resistant prostate cancer and we're trying to find out what else might be out there for him. He's already been through a couple of the hormone-type tablets over the last while, and the doctors say those aren't holding things back anymore. Honestly, if you met him you'd never know — he's ECOG 0... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "unknown",
"smoking_status": "current",
"pregnancy_menopausal_status": "not_applicable",
"performance_status": "ecog_0",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": true
} | 66 | gemini-3.8-flash | oncology | caregiver | {
"prior_lines": {
"probabilities": {
"1": 0.225,
"2": 0.55,
"3": 0.225
}
}
} |
Hi, I'm asking on behalf of my sister — she's got BRAF V600E melanoma and we're trying to work out if there's a trial she could go for. She's in her late forties, I think, and she smoked for a fair few years but packed it in a good while back. She's been through a few rounds of treatment already — the targeted tablets ... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "female",
"pregnancy_menopausal_status": "premenopausal",
"performance_status": "unknown",
"sex_stated": false,
"age_stated": false,
"smoking_stated": false,
"menopausal_stated": false,
"performance_status_stated": false
} | 64 | gemini-3.8-flash | oncology | vague | {
"age_band": {
"probabilities": {
"40_64": 0.55,
"18_39": 0.2,
"65_74": 0.2,
"unknown": 0.05
}
},
"smoking_status": {
"probabilities": {
"former": 0.55,
"never": 0.2,
"current": 0.2,
"unknown": 0.05
}
},
"prior_lines": {
"probabilities": {
... |
Hi, I'm trying to get some info together for my husband, he's 59, has pancreatic adenocarcinoma. He used to smoke years ago but quit a long time back. He's doing okay day to day, not really up for anything too strenuous but he can still potter around and do light stuff around the house. He's been through quite a few ro... | {
"sex": {
"type": "choice",
"instructions": "What is the biological sex of the patient described?",
"criteria": {
"female": "the patient is female",
"male": "the patient is male",
"unknown": "the patient's sex is not stated or cannot be determined"
}
},
"age_band": {
"type":... | {
"sex": "male",
"age_band": "40_64",
"smoking_status": "former",
"pregnancy_menopausal_status": "not_applicable",
"sex_stated": false,
"age_stated": true,
"smoking_stated": true,
"menopausal_stated": false,
"performance_status_stated": false,
"prior_lines": 4
} | 67 | gemini-3.5-flash-lite | oncology | vague | {
"performance_status": {
"probabilities": {
"ecog_1": 0.55,
"ecog_0": 0.2,
"ecog_2": 0.2,
"unknown": 0.05
}
}
} |
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