Datasets:

Modalities:
Text
Formats:
parquet
Dataset Viewer
Auto-converted to Parquet Duplicate
task_id
string
paper_id
string
prompt
list
task
string
reference_reasoning
string
reference_answer
string
reference_evidence
string
mechanism_steps
list
causal_links
list
required_concepts
list
source_license
string
source_url
string
5113f2bdf873f9a06cae
6729539
[ { "role": "system", "content": "Solve the self-contained scientific mechanism task. Explain the causal chain, quote the most relevant observation already included in the task, and give a concise answer." }, { "role": "user", "content": "SCIENTIFIC MECHANISM TASK\nA microscale magnetometer contai...
A microscale magnetometer contains a micro-magnet embedded in soft polymer next to a whispering-gallery-mode optical microcavity. When an external magnetic field is applied, it exerts a force on the micro-magnet. The force deforms the surrounding polymer, and this deformation changes the polymer's refractive index. The...
The magnetic field acts first on the micro-magnet, producing a force. Because the magnet is embedded in soft polymer, that force deforms the polymer. Deformation alters the polymer's refractive index, and the microcavity is sensitive to refractive-index changes. Therefore, the cavity's optical response changes in a way...
An applied magnetic field produces a force on the micro-magnet. The magnet transfers that force to the soft polymer, deforming it. The deformation changes the polymer refractive index near the microcavity, which changes the cavity's resonance-enhanced optical response. Measuring that optical change therefore reveals th...
The force deforms the surrounding polymer, and this deformation changes the polymer's refractive index.
[ "An external magnetic field exerts a force on the micro-magnet.", "The micro-magnet's force deforms the surrounding soft polymer.", "Polymer deformation changes the polymer's refractive index.", "The whispering-gallery-mode microcavity detects the refractive-index change as a change in its optical response.",...
[ { "cause": "Applied magnetic field", "effect": "Force on the embedded micro-magnet" }, { "cause": "Force on the micro-magnet", "effect": "Deformation of the surrounding polymer" }, { "cause": "Polymer deformation", "effect": "Change in polymer refractive index" }, { "cause": ...
[ "magnetic force on micro-magnet", "polymer deformation", "deformation-induced refractive-index change", "microcavity optical readout", "optical signal indicates magnetic field" ]
CCBY
https://www.nature.com/articles/s41598-017-08875-1.pdf
35771258262b0fe142b9
243248084
[ { "role": "system", "content": "Solve the self-contained scientific mechanism task. Explain the causal chain, quote the most relevant observation already included in the task, and give a concise answer." }, { "role": "user", "content": "SCIENTIFIC MECHANISM TASK\nIn suspected acute ischemic stro...
In suspected acute ischemic stroke (AIS), prehospital staff usually cannot perform imaging tests and must make an initial decision from the patient's clinical presentation. Effective AIS treatment has a limited “golden-time,” so delayed referral can lead to poor outcomes. The following observation was reported: “Brain ...
A thrombotic blockage causes ischemia, to which brain cells are highly susceptible. Neurons are consequently lost minute by minute. A highly sensitive scale identifies more people who truly have AIS, allowing prompt referral during the limited treatment window rather than leaving a true stroke unrecognized and delayed.
Thrombosis can block blood flow and produce cerebral ischemia, causing rapid neuronal loss. Because treatment has a limited time window, a highly sensitive clinical scale detects most true AIS cases before hospital arrival and supports prompt referral. This reduces recognition-related delay and gives patients a greater...
“Brain cells are highly susceptible to ischemia, and if a large vein is blocked by thrombosis, about 1.9 million neurons are lost per minute.”
[ "A thrombotic blockage can cause cerebral ischemia.", "Brain cells are highly susceptible to ischemia, so neurons are lost rapidly during continued ischemia.", "AIS treatment has a limited golden-time; delays in referral reduce the opportunity for proper treatment.", "Before hospital admission, staff must use...
[ { "cause": "Thrombotic blockage causing ischemia", "effect": "Rapid loss of susceptible brain cells" }, { "cause": "Continued ischemia over time", "effect": "Increasing neuronal loss and reduced opportunity for timely treatment" }, { "cause": "High sensitivity of a prehospital clinical s...
[ "thrombosis and ischemia", "rapid neuronal loss", "limited treatment window", "pre-hospital clinical screening", "sensitivity identifies true AIS cases", "prompt referral reduces delay" ]
CCBY
https://doi.org/10.21203/rs.3.rs-22169/v1
cabe989c7fd2e61ded84
236520315
[ { "role": "system", "content": "Solve the self-contained scientific mechanism task. Explain the causal chain, quote the most relevant observation already included in the task, and give a concise answer." }, { "role": "user", "content": "SCIENTIFIC MECHANISM TASK\nIn middle-aged (postnatal day 36...
In middle-aged (postnatal day 365) C57BL/6J mice, about 50% of inner hair cell (IHC) ribbon synapses are lost and auditory brainstem thresholds are elevated, but the mice show an enhanced acoustic startle reflex, consistent with a hyperacusis-like response. At the surviving IHC synapses, presynaptic ribbons are enlarge...
Loss of ribbon synapses reduces the number of IHC-to-afferent connections, contributing to elevated hearing thresholds. However, at each surviving synapse, increased Ca2+ microdomains promote vesicle release, while reduced BK-channel expression removes a negative influence on transmitter release. Increased sustained ex...
Although fewer IHC synapses remain, the surviving synapses are functionally potentiated. Larger Ca2+ microdomains and reduced BK-channel-mediated negative control increase and sustain neurotransmitter release; enlarged ribbons and AMPAR clusters further support stronger presynaptic-to-postsynaptic signaling. This stron...
"Presynaptic Ca2+ microdomains and the capacity of IHCs to sustain high rates of exocytosis were largely increased, while on the contrary the expression of the fast-repolarizing BK channels, known to negatively control transmitter release, was decreased."
[ "Aging causes loss of many IHC ribbon synapses, increasing auditory thresholds.", "The surviving presynaptic ribbons and opposing postsynaptic AMPAR clusters become enlarged.", "Presynaptic Ca2+ microdomains increase, supporting increased transmitter release.", "BK-channel expression decreases, reducing negat...
[ { "cause": "Loss of IHC ribbon synapses", "effect": "Fewer IHC-afferent connections and elevated auditory brainstem thresholds" }, { "cause": "Increased presynaptic Ca2+ microdomains", "effect": "Greater capacity to trigger neurotransmitter release" }, { "cause": "Decreased BK-channel ex...
[ "surviving synapse potentiation", "presynaptic Ca2+ microdomains", "sustained exocytosis", "BK channels negatively control release", "larger ribbons and AMPAR clusters", "partial compensation for synapse loss", "enhanced startle/hyperacusis-like response" ]
CCBY
https://www.frontiersin.org/articles/10.3389/fnagi.2021.756449/pdf
6a265ae7ef4f55bf78a2
257637268
[ { "role": "system", "content": "Solve the self-contained scientific mechanism task. Explain the causal chain, quote the most relevant observation already included in the task, and give a concise answer." }, { "role": "user", "content": "SCIENTIFIC MECHANISM TASK\nAfter tooth extraction, wild-typ...
After tooth extraction, wild-type (WT) mice normally increase inducible nitric oxide synthase (iNOS) expression at the healing site, with iNOS mRNA peaking around day 7. Nitric oxide synthase (NOS) enzymes produce nitric oxide, a signaling molecule that affects blood vessels, leukocytes, and bone cells. Researchers com...
Deleting iNOS removes one source of nitric oxide during healing. However, iNOS-KO healing sites significantly increase nNOS and eNOS expression. These alternative NOS isoforms can compensate for the missing iNOS-derived nitric oxide signaling, allowing the vascular, inflammatory, and bone-healing processes to proceed a...
iNOS loss was compensated by increased expression of eNOS and nNOS. Because these NOS isoforms can provide alternative nitric oxide signaling during healing, the processes that support inflammation, angiogenesis, and bone formation/remodeling could continue, resulting in bone healing similar to that of WT mice.
In the iNOS-KO healing sites, neuronal NOS (nNOS) and endothelial NOS (eNOS) were significantly upregulated.
[ "Genetic deletion of iNOS eliminates iNOS as a source of nitric oxide during alveolar healing.", "The iNOS-KO healing sites significantly upregulate eNOS and nNOS.", "Upregulated eNOS and nNOS compensate for the absence of iNOS-derived nitric oxide signaling.", "Compensatory NOS activity allows the normal hea...
[ { "cause": "iNOS is genetically absent in iNOS-KO mice", "effect": "iNOS cannot contribute nitric oxide signaling at the healing site." }, { "cause": "iNOS is absent during healing", "effect": "eNOS and nNOS are significantly upregulated in iNOS-KO healing sites." }, { "cause": "Upregula...
[ "iNOS deficiency", "eNOS and nNOS upregulation", "compensation by alternative NOS isoforms", "nitric oxide signaling", "normal angiogenesis and bone healing", "similar WT and iNOS-KO outcomes" ]
CCBY
b53d5e9500e760a82a47
145888138
[ { "role": "system", "content": "Solve the self-contained scientific mechanism task. Explain the causal chain, quote the most relevant observation already included in the task, and give a concise answer." }, { "role": "user", "content": "SCIENTIFIC MECHANISM TASK\nPatients with type 1 diabetes us...
Patients with type 1 diabetes use insulin, and people who take insulin are prone to hypoglycemia. In a cross-sectional study of 247 patients with type 1 diabetes, 233 (94.3%) reported hypoglycemia. The study found: “blood glucose monitoring at home was found to be significantly associated with more report of hypoglycem...
Insulin-treated patients are susceptible to hypoglycemia, so some may already have episodes. The study observed that home monitoring and reporting hypoglycemia occurred together, but it measured them at one point in time. Therefore, the association cannot establish whether monitoring caused episodes, whether people wit...
Home monitoring was associated with more reported hypoglycemia, not proven to cause more hypoglycemia. Because the study was cross-sectional, it cannot establish the direction of causation: patients who experience or recognize hypoglycemia may be more likely to monitor and report it, and other factors may contribute to...
blood glucose monitoring at home was found to be significantly associated with more report of hypoglycemia (AOR = 5.77, 95% CI: 1.16-28.66).
[ "Insulin-treated people with type 1 diabetes are prone to hypoglycemia.", "The study observed a statistical association between home monitoring and more reports of hypoglycemia.", "Because monitoring and reported hypoglycemia were assessed in a cross-sectional study, their temporal and causal order was not esta...
[ { "cause": "Insulin treatment in type 1 diabetes", "effect": "Susceptibility to hypoglycemia" }, { "cause": "Cross-sectional measurement of monitoring and reported hypoglycemia", "effect": "Causal direction between them cannot be determined" }, { "cause": "Observed association between ho...
[ "insulin-related susceptibility to hypoglycemia", "association versus causation", "cross-sectional study limitation", "causal direction not established", "monitoring alone not proven preventive" ]
CCBY
https://doi.org/10.1155/2019/9037374
d43c364f6e6bad38a276
85560563
[ { "role": "system", "content": "Solve the self-contained scientific mechanism task. Explain the causal chain, quote the most relevant observation already included in the task, and give a concise answer." }, { "role": "user", "content": "SCIENTIFIC MECHANISM TASK\nSatellite Earth-observation radi...
Satellite Earth-observation radiances in a fundamental climate data record (FCDR) are used to derive geophysical estimates in a climate data record (CDR). The uncertainty of the derived CDR partly comes from uncertainty propagated from the radiance record. Earth-observation errors are often highly structured and comple...
Radiance measurements are the inputs to the retrieval that produces geophysical CDR estimates, so their errors propagate into the final CDR. Because errors can be independent, structured, or common, their correlations and propagation behavior differ. Representing these classes and their correlation characteristics capt...
The radiance errors propagate through the retrieval from the FCDR into derived CDR estimates. Since independent, structured, and common errors have different correlation characteristics, they affect propagated uncertainty differently. Describing each class preserves the main error-correlation behavior needed to estimat...
“The uncertainty in a climate data records (CDRs) derived from Earth observations in part derives from the propagated uncertainty in the radiance record (the fundamental climate data record, FCDR) from which the geophysical estimates in the CDR are derived.”
[ "Radiance measurements in the FCDR are used to derive geophysical estimates in the CDR.", "Uncertainty in the radiance record therefore propagates into uncertainty in the derived CDR.", "Radiance errors are separated into independent, structured, and common classes because they have different propagation proper...
[ { "cause": "Geophysical CDR estimates are derived from FCDR radiances.", "effect": "Radiance-record uncertainty propagates into CDR uncertainty." }, { "cause": "Independent, structured, and common radiance errors have different correlation characteristics and propagation properties.", "effect": ...
[ "FCDR radiances are inputs to CDR estimates", "radiance uncertainty propagates to CDR uncertainty", "independent, structured, and common errors", "error correlation characteristics", "intermediate complexity captures main variability", "avoids unfeasible data volume" ]
CCBY
https://www.mdpi.com/2072-4292/11/5/474/pdf?version=1551784215
74de6b606308cf35edba
218835696
[ { "role": "system", "content": "Solve the self-contained scientific mechanism task. Explain the causal chain, quote the most relevant observation already included in the task, and give a concise answer." }, { "role": "user", "content": "SCIENTIFIC MECHANISM TASK\nIn a cohort of marginalized peop...
In a cohort of marginalized people who use illicit drugs in Vancouver, Canada, researchers grouped cannabis users by their self-reported reasons for use. One group used cannabis mainly for non-medical purposes, whereas other groups reported therapeutic reasons, including pain relief, insomnia, stress, and nausea/loss o...
Symptoms or health-related problems such as pain, insomnia, stress, or nausea can create a need for relief. When a person reports using cannabis specifically to manage these problems, their cannabis use is linked to a therapeutic need rather than solely to non-medical use. Therefore, a concentration of therapeutic moti...
Pain, insomnia, stress, nausea, or other health problems can motivate cannabis use for symptom relief or harm reduction. Thus, therapeutic cannabis motives can flag people whose symptoms or health needs may not be fully met by other care. The observed group differences support this as a possibility, but they do not est...
“We observed important health-related differences between latent classes, demonstrating possible unmet healthcare needs among PWUD reporting therapeutic cannabis use.”
[ "A person experiences symptoms or health-related problems, such as pain, insomnia, stress, or nausea.", "The need to manage these problems motivates cannabis use for therapeutic purposes, including symptom relief or harm reduction.", "Groups defined by therapeutic motives consequently identify cannabis users wi...
[ { "cause": "Pain, insomnia, stress, nausea, or other health-related problems", "effect": "A need for symptom relief or harm reduction" }, { "cause": "A need for symptom relief or harm reduction", "effect": "Therapeutic motivation for cannabis use" }, { "cause": "Therapeutic cannabis moti...
[ "therapeutic motivations", "symptom relief", "pain, insomnia, stress, or nausea", "health-related differences", "possible unmet healthcare needs", "association does not prove causation" ]
CCBY
https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0233463&type=printable
35095fded0dd30579b7e
205682106
[ { "role": "system", "content": "Solve the self-contained scientific mechanism task. Explain the causal chain, quote the most relevant observation already included in the task, and give a concise answer." }, { "role": "user", "content": "SCIENTIFIC MECHANISM TASK\nIn the orchid Orchis italica, re...
In the orchid Orchis italica, researchers identified 12 inflorescence transcripts encoding TCP transcription factors. One of these transcripts contains a specific cleavage site for microRNA319 (miRNA319). In other plant species, miRNA319 is an important post-transcriptional regulator of several TCP genes. Explain how t...
A cleavage site makes the TCP transcript a potential target of miRNA319. If miRNA319 binds to its complementary target sequence, it can direct cleavage of the transcript. Cleavage reduces the intact mRNA available for translation, so less TCP protein can be produced.
The cleavage site allows miRNA319 to target the TCP mRNA for post-transcriptional regulation. miRNA319-directed cleavage would reduce the amount of intact TCP transcript available for translation, thereby reducing TCP protein production.
One of these transcripts contains a specific cleavage site for microRNA319 (miRNA319).
[ "The TCP transcript contains a specific miRNA319 cleavage site.", "miRNA319 can target the transcript through this site.", "Targeting directs cleavage of the TCP transcript.", "Cleavage reduces the intact transcript available for translation.", "Reduced intact transcript leads to reduced production of the T...
[ { "cause": "A specific miRNA319 cleavage site is present in a TCP transcript.", "effect": "The transcript can be targeted by miRNA319 for post-transcriptional regulation." }, { "cause": "miRNA319-directed cleavage of the transcript occurs.", "effect": "The amount of intact TCP mRNA available for...
[ "miRNA319 cleavage site", "post-transcriptional regulation", "targeting of TCP mRNA", "cleavage of transcript", "reduced mRNA available for translation", "reduced TCP protein production" ]
CCBY
https://www.nature.com/articles/srep16265.pdf
README.md exists but content is empty.
Downloads last month
103