b0511.6
C. elegans
ATP-dependent RNA helicase
What the model saw
Gene: B0511.6 Organism: Caenorhabditis elegans Known functions: ATP-dependent RNA helicase. ATP binding. ATP hydrolysis activity. RNA binding. RNA helicase activity. nucleic acid binding.
View unredacted entry
ATP-dependent RNA helicase. ATP binding. ATP hydrolysis activity. RNA binding. RNA helicase activity. nucleic acid binding.
Solver output
B0511.6 encodes an ATP-dependent RNA helicase in C. elegans, a class of enzymes that unwind RNA secondary structures to facilitate mRNA processing, translation, ribosome biogenesis, or RNA decay. While RNA helicases are broadly important for proteostasis through their roles in translation and RNA quality control, the specific pathway this helicase operates in cannot be determined from the available annotations alone. Some RNA helicases (e.g., those promoting stress granule dynamics or nonsense-mediated decay) are pro-longevity, while others that enhance global translation rates could be anti-longevity by accelerating mTOR-like anabolic signaling. Without knowledge of the specific RNA substrates or complexes this helicase acts upon, the net effect on longevity remains ambiguous.
GenAge curators classify each gene's normal function as promoting (Pro-Longevity) or opposing (Anti-Longevity) longevity, based on synthesis across studies. Loss-of-function effects can vary from this depending on the manipulation.
Advisor judgment
The model predicted "unclear" while the ground truth is "anti_longevity." The model's reasoning is plausible in general terms — it correctly identifies that RNA helicases can have varied effects on longevity — but it fails to commit to the correct answer. The model's confidence of 0.38 reflects genuine uncertainty, which is understandable given the limited annotation, but the prediction is still wrong. The mechanistic reasoning about proteostasis and translational regulation is generic and not specifically tied to why this gene would be anti-longevity. The model appropriately hedged but ultimately missed the correct classification.
Raw API responses
solver
{
"reasoning": "B0511.6 encodes an ATP-dependent RNA helicase in C. elegans, a class of enzymes that unwind RNA secondary structures to facilitate mRNA processing, translation, ribosome biogenesis, or RNA decay. While RNA helicases are broadly important for proteostasis through their roles in translation and RNA quality control, the specific pathway this helicase operates in cannot be determined from the available annotations alone. Some RNA helicases (e.g., those promoting stress granule dynamics or nonsense-mediated decay) are pro-longevity, while others that enhance global translation rates could be anti-longevity by accelerating mTOR-like anabolic signaling. Without knowledge of the specific RNA substrates or complexes this helicase acts upon, the net effect on longevity remains ambiguous.",
"confidence": 0.38,
"key_pathways": [
"RNA helicase activity / mRNA processing",
"translational regulation",
"RNA quality control / decay"
],
"mechanism_class": "loss_of_proteostasis",
"longevity_influence": "unclear"
}advisor
{
"notes": "The model predicted \"unclear\" while the ground truth is \"anti_longevity.\" The model's reasoning is plausible in general terms — it correctly identifies that RNA helicases can have varied effects on longevity — but it fails to commit to the correct answer. The model's confidence of 0.38 reflects genuine uncertainty, which is understandable given the limited annotation, but the prediction is still wrong. The mechanistic reasoning about proteostasis and translational regulation is generic and not specifically tied to why this gene would be anti-longevity. The model appropriately hedged but ultimately missed the correct classification.",
"failure_mode": "appropriately_uncertain",
"answer_correct": false,
"mechanism_correct": false,
"reasoning_quality": 2,
"ground_truth_questionable": false
}