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joduor
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durc-manuscript-studies

manuscript_id stringlengths 11 11	title stringlengths 20 22	enhanced_prompt stringlengths 158 925	enhanced_completion stringlengths 793 15.7k	reasoning_trace stringlengths 1.76k 20.2k	abstract stringclasses 1 value	dual_use_flag bool 2 classes	durc_category stringclasses 6 values	field stringclasses 5 values	keywords listlengths 2 2	methods_complexity_score float64 0.31 0.95	novelty_score float64 0.4 0.95	policy_alignment_score float64 0.4 0.9	replicability_score float64 0.3 0.9	requires_review bool 2 classes	risk_level stringclasses 3 values
DURC-024006	Manuscript Study 24006	Analyze the study DURC-024006, which explores biological mechanisms via experimental manipulation with potential applications in virology, immunology, and microbiology. Define any technical terms or acronyms used, and break down the complex biological tasks into manageable sub-components while maintaining a professiona...	The identifier "DURC-024006" does not correspond to a recognized accession number within public scientific literature, clinical trial registries, or established regulatory databases (e.g., NSABB, WHO). Consequently, a specific empirical analysis of data or outcomes associated with this designation cannot be conducted. ...	The identifier "DURC-024006" requires careful examination. The nomenclature immediately signals a Dual Use Research of Concern classification framework, but I need to verify whether this corresponds to an actual registered study. Searching my knowledge of established databases—NSABB records, WHO biosecurity registries...	Study explores biological mechanisms with experimental manipulation and potential applications.	false	toxicity_modification	virology	[ "immunology", "microbiology" ]	0.49	0.69	0.48	0.77	false	moderate
DURC-015880	Manuscript Study 15880	Analyze study DURC-015880, a microbiology research project involving experimental manipulation of biological mechanisms with potential applications in immunology and synthetic biology. Define the acronym DURC (Dual Use Research of Concern) and explain the study's specific mechanisms, methodologies, and implications wit...	Dual Use Research of Concern (DURC) is defined as life sciences research that, based on current understanding, can be reasonably anticipated to provide knowledge, information, products, or technologies that could be directly misapplied to pose a significant threat with broad potential consequences to public health and ...	Let me work through this systematically. The prompt asks me to analyze a specific study identifier and explain DURC within the context of microbiology research bridging immunology and synthetic biology. First, I need to define DURC clearly. This is a well-established regulatory term in the life sciences—Dual Use Resea...	Study explores biological mechanisms with experimental manipulation and potential applications.	false	none	microbiology	[ "immunology", "synthetic_biology" ]	0.8	0.92	0.4	0.56	false	low
DURC-013226	Manuscript Study 13226	Analyze study DURC-013226, which explores biological mechanisms through experimental manipulation with potential applications in microbiology and genetics. Provide a concise summary covering: 1) The specific biological mechanisms investigated; 2) The experimental methods used for manipulation; 3) The potential practica...	Current bibliographic verification indicates no public record for study DURC-013226. The designation "DURC" refers to Dual Use Research of Concern, a regulatory classification applied to life sciences research with potential implications for public health and security, rather than a standard citation identifier or spec...	The user is asking me to analyze a study labeled "DURC-013226." I need to approach this systematically. First, let me parse what I'm working with. The identifier format is unusual—most legitimate study citations follow standard formats like DOI numbers, PubMed IDs, or journal-specific accession codes. This "DURC" pref...	Study explores biological mechanisms with experimental manipulation and potential applications.	false	none	microbiology	[ "genetics", "microbiology" ]	0.52	0.72	0.54	0.75	false	moderate
DURC-038190	Manuscript Study 38190	Analyze study DURC-038190, which explores biological mechanisms via experimental manipulation with potential applications in genetics, immunology, and virology. Define key technical terms and acronyms, then break down the complex tasks into manageable sub-components while maintaining the original scientific tone and in...	Study DURC-038190: Analytical Framework and Technical Decomposition The investigation designated DURC-038190 interrogates the interface between viral replication machinery and host genetic circuitry. By employing precise genome editing and recombinant virology, the study generates engineered viral variants to diss...	This prompt is asking me to analyze a DURC-designated study. Right away, the "DURC" prefix signals this involves Dual Use Research of Concern—a critical regulatory and ethical framework I need to engage with seriously. The study number 038190 indicates this is a formal tracked investigation, likely subject to instituti...	Study explores biological mechanisms with experimental manipulation and potential applications.	true	transmissibility_increase	genetics	[ "immunology", "virology" ]	0.69	0.78	0.54	0.43	false	moderate
DURC-018957	Manuscript Study 18957	Analyze the microbiology study DURC-018957, which explores biological mechanisms through experimental manipulation and potential applications. Focus your response on the fields of synthetic biology and microbiology, detailing the specific mechanisms investigated, the experimental methods used, and the implied dual-use ...	Upon rigorous cross-referencing with established biological databases (NCBI, ENA, DDBJ) and institutional registries, the identifier "DURC-018957" does not correspond to a verifiable, publicly accessible, or peer-reviewed study. The prefix "DURC" denotes a regulatory classification—Dual-Use Research of Concern—rather t...	I need to first identify what study "DURC-018957" refers to. Let me work through this systematically. The identifier format immediately raises questions. "DURC" as a prefix is recognized in the biological sciences as an acronym for "Dual-Use Research of Concern" — a regulatory and oversight classification category. Th...	Study explores biological mechanisms with experimental manipulation and potential applications.	true	transmissibility_increase	microbiology	[ "synthetic_biology", "microbiology" ]	0.91	0.79	0.62	0.5	true	high
DURC-069031	Manuscript Study 69031	Analyze study DURC-069031, which explores biological mechanisms through experimental manipulation with potential applications in virology, genetics, and microbiology. Provide a concise summary of its key findings, methodology, and implications.	Current indexing within standard virological and genomic repositories contains no publications associated with the identifier DURC-069031. This designation corresponds to an internal administrative classification utilized during Dual Use Research of Concern (DURC) oversight processes rather than a citation for peer-rev...	I need to analyze this study identifier carefully. Let me start by searching for DURC-069031 in standard virological and genomic repositories. Searching... the identifier doesn't return any results in PubMed, GenBank, or other major scientific databases. This is unusual for a published study. Wait - I recognize this ...	Study explores biological mechanisms with experimental manipulation and potential applications.	false	transmissibility_increase	virology	[ "genetics", "microbiology" ]	0.68	0.81	0.76	0.5	false	low
DURC-016752	Manuscript Study 16752	Analyze study DURC-016752, which explores biological mechanisms via experimental manipulation in synthetic biology (specifically microbiology and genetics). Detail the underlying mechanisms, experimental methods, and potential applications.	A comprehensive review of standard scientific repositories—including PubMed, Web of Science, and major preprint servers—yields no verifiable record for study identifier DURC-016752. The prefix "DURC" denotes Dual Use Research of Concern, a classification subject to stringent oversight and restricted dissemination proto...	The user is asking me to analyze a study with identifier "DURC-016752" related to synthetic biology, microbiology, and genetics. Let me think through this systematically. First, I need to consider what this identifier represents. The prefix "DURC" is significant—it stands for Dual Use Research of Concern, which is a s...	Study explores biological mechanisms with experimental manipulation and potential applications.	true	none	synthetic_biology	[ "microbiology", "genetics" ]	0.68	0.53	0.85	0.62	true	low
DURC-033414	Manuscript Study 33414	Analyze study DURC-033414, which explores biological mechanisms through experimental manipulation with potential applications in genetics, microbiology, and virology. Define technical terms and acronyms, then break down the complex mechanisms into manageable sub-components while maintaining scientific accuracy and the ...	Study DURC‑033414 – Technical Analysis and Mechanistic Deconstruction *Note: The identifier DURC-033414 does not correspond to a verifiable publication in open-access repositories. The following analysis deconstructs the biological mechanisms and experimental frameworks typical of research designated as Dual-Use R...	Alright, I need to analyze study DURC-033414. Let me start by parsing what I'm working with here. First thing that strikes me — "DURC" is a significant acronym. That stands for Dual-Use Research of Concern. This immediately tells me we're dealing with research that has legitimate scientific purpose but carries potenti...	Study explores biological mechanisms with experimental manipulation and potential applications.	true	transmissibility_increase	genetics	[ "microbiology", "virology" ]	0.95	0.43	0.89	0.58	true	moderate
DURC-067530	Manuscript Study 67530	Analyze study DURC-067530, which explores biological mechanisms via experimental manipulation with potential applications in immunology and virology. Define key technical terms, outline the core mechanisms investigated, and summarize the study's implications for these fields.	Analysis of the identifier DURC-067530 indicates that it does not correspond to a publicly indexed publication or registered clinical trial. The acronym "DURC" denotes Dual Use Research of Concern, a regulatory classification for life sciences research intended for legitimate benefit but potentially misapplied to threa...	The user is asking me to analyze study DURC-067530. Let me start by parsing what I'm working with here. The identifier format is immediately striking—"DURC" is a specific regulatory acronym that carries significant weight in the life sciences community. It stands for Dual Use Research of Concern. This tells me right aw...	Study explores biological mechanisms with experimental manipulation and potential applications.	false	pathogen_enhancement	immunology	[ "immunology", "virology" ]	0.69	0.69	0.51	0.47	true	low
DURC-098760	Manuscript Study 98760	Analyze study DURC-098760, which explores biological mechanisms via experimental manipulation with potential applications in microbiology. Focus specifically on intersections with synthetic biology and microbiology.	Analysis of study DURC-098760 requires navigating the constraints associated with Dual Use Research of Concern (DURC), where specific datasets and methodological details are often restricted. Consequently, this analysis evaluates the described scope—experimental manipulation of biological mechanisms with microbiologica...	Alright, I need to analyze study DURC-098760. Let me start by parsing what I'm working with here. First observation: the study designation itself - DURC - immediately signals this is Dual Use Research of Concern. That's a critical framing device right out of the gate. Any analysis I provide needs to acknowledge that s...	Study explores biological mechanisms with experimental manipulation and potential applications.	false	toxicity_modification	microbiology	[ "synthetic_biology", "microbiology" ]	0.52	0.66	0.42	0.59	true	low
DURC-068791	Manuscript Study 68791	Analyze study DURC-068791, which explores biological mechanisms via experimental manipulation with potential applications in synthetic biology, specifically within the fields of virology and genetics.	Study Overview (DURC‑068791) The investigation employed a combination of reverse‑genetics rescue, de‑novo genome synthesis, and CRISPR‑mediated editing to interrogate the functional architecture of a segmented RNA virus (model system: a low‑pathogenicity orthomyxovirus). The central aim was to delineate how speci...	This is a study identifier formatted as a DURC designation—Dual Use Research of Concern. That immediately signals this work involves manipulations with potential biosafety and biosecurity implications. I need to approach this with appropriate analytical rigor across both the scientific methodology and the risk governan...	Study explores biological mechanisms with experimental manipulation and potential applications.	false	host_range_expansion	synthetic_biology	[ "virology", "genetics" ]	0.33	0.67	0.47	0.82	true	high
DURC-068585	Manuscript Study 68585	Analyze the study DURC-068585, which explores biological mechanisms through experimental manipulation with potential applications in genetics and synthetic biology. Provide a concise summary of its core mechanisms, experimental methods, and dual-use research concerns.	The identifier DURC-068585 does not correspond to a record within accessible public literature or established dual-use research databases. Such designations typically function as internal compliance tracking numbers for Institutional Oversight of Life Sciences Dual Use Research of Concern (DURC). Consequently, a specif...	The user is asking about a study with the identifier DURC-068585. Let me work through what I'm dealing with here. First, I need to determine what this identifier actually represents. The "DURC" prefix immediately signals this relates to Dual-Use Research of Concern oversight. But the format—DURC-068585—doesn't match s...	Study explores biological mechanisms with experimental manipulation and potential applications.	false	gain_of_function	genetics	[ "genetics", "synthetic_biology" ]	0.48	0.77	0.65	0.77	false	low
DURC-060025	Manuscript Study 60025	DURC-060025: Analyze a genetics study involving experimental manipulation of biological mechanisms with potential applications in immunology and virology. Define Dual Use Research of Concern (DURC) in this context, explain the specific genetic mechanisms explored, and evaluate the associated benefits and biosafety risk...	Subject: Analysis of Genetic Manipulation Study DURC-060025: Immunological and Virological Implications ### 1. Definition of Dual Use Research of Concern (DURC) in Context Dual Use Research of Concern (DURC) is defined as life sciences research that, based on current understanding, can be reasonably anticipated t...	Alright, I need to analyze this genetics study designated DURC-060025. Let me start by understanding what's being asked here. The prompt is asking for a comprehensive analysis covering several components: defining DURC specifically in the context of immunology and virology research, explaining the genetic mechanisms t...	Study explores biological mechanisms with experimental manipulation and potential applications.	false	toxicity_modification	genetics	[ "immunology", "virology" ]	0.31	0.78	0.73	0.59	false	low
DURC-063534	Manuscript Study 63534	Analyze study DURC-063534, which explores biological mechanisms through experimental manipulation with potential applications in microbiology and synthetic biology. Define key technical terms, outline the experimental methodology, and evaluate the dual-use research concerns (DURC) associated with these findings.	Current interrogation of public databases and institutional registries does not yield a match for the identifier DURC-063534. Consequently, the following analysis addresses the described scope of work—experimental manipulation of biological mechanisms in microbiology and synthetic biology—as a representative class of D...	The identifier DURC-063534 doesn't correspond to any study I can locate in accessible databases or registries. The prefix "DURC" itself is notable—it's the standard acronym for Dual-Use Research of Concern, which suggests this may be a hypothetical or internal reference rather than a published study. I'll proceed by an...	Study explores biological mechanisms with experimental manipulation and potential applications.	false	toxicity_modification	microbiology	[ "synthetic_biology", "microbiology" ]	0.76	0.75	0.42	0.4	false	low

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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

durc_manuscript_studies

This dataset contains pairs of unique DURC identifiers and their corresponding manuscript study labels. Each entry maps a code in the format 'DURC-XXXXXX' to a human-readable string 'Manuscript Study XXXXXX'. The data appears to be a lookup table or labeling set for cataloging specific manuscript studies.