Datasets:

joduor
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adaption-bsad-amr-env-micro-samples

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Generate 20 synthetic dataset entries (IDs 111–130) for the BSAD (Biosafety and Antimicrobial Resistance Dataset). Focus on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Ensure the dataset includes at least 5 distinct AMR scenarios and maintains a balanced distributi...	ID,Entry_Label,Description,Organism,Modification_Type,Application,Containment_Measure,Risk_Level,Biosafety_Level,Probability_Score,Regulatory_Body,Scope,Dual_Use_Potential,Keywords BSAD_111,Synthetic dataset entry 111,Analysis of mcr-1 colistin resistance genes in municipal wastewater,Escherichia coli,None,Environmenta...	Simulated study description 118	BSL-1	Global	false	None	Research	BSAD_118	keyword118	Genetic engineering	Organism_118	WHO	Low	0.2	Synthetic dataset entry 118
Generate 20 synthetic dataset entries (IDs 111–130) for the BSAD (Biosafety and Antimicrobial Resistance Data) dataset. Focus on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resistance scenarios. - Ensure a ...	Record_ID,Entry_Title,Study_Description,Target_Organism,Modification_Method,Study_Purpose,Co_Factors,Risk_Level,Biosafety_Level,Probability_Score,Regulatory_Body,Geographic_Scope,Public_Access,Tags BSAD_111,Synthetic dataset entry 111,Surveillance of ESBL-producing Enterobacteriaceae in municipal wastewater effluent,Es...	Simulated study description 128	BSL-1	Global	false	None	Research	BSAD_128	keyword128	Genetic engineering	Organism_128	WHO	Low	0.2	Synthetic dataset entry 128
Generate 20 synthetic dataset entries for the BSAD (Biosafety and Antimicrobial Resistance Simulation Dataset), specifically IDs 111 through 130. Focus Areas: - Intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. - Include at least 5 distinct antimicrobial resistance scenari...	BSAD_111,Synthetic dataset entry 111,Surveillance of ESBL-producing E. coli in municipal wastewater effluents,Escherichia coli,Metagenomic sequencing,Environmental Monitoring,None,Low,BSL-1,0.15,WHO,Regional,false,ESBL;wastewater BSAD_112,Synthetic dataset entry 112,Detection of methicillin resistance markers in hospit...	Simulated study description 116	BSL-1	Global	false	None	Research	BSAD_116	keyword116	Genetic engineering	Organism_116	WHO	Low	0.2	Synthetic dataset entry 116
Generate 20 synthetic dataset entries (IDs 111–130) for the BSAD (Biosafety and Antimicrobial Resistance Dataset) focusing on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resistance scenarios. - Ensure a ba...	BSAD_ID,Entry_Name,Study_Description,Organism,Modification_Type,Activity_Type,Containment_Failure,Risk_Level,Biosafety_Level,Probability_Score,Regulatory_Body,Geographic_Scope,High_Risk_Indicator,Keyword BSAD_111,Synthetic dataset entry 111,ESBL prevalence in municipal wastewater effluents,Escherichia coli,None,Environ...	Simulated study description 115	BSL-1	Global	false	None	Research	BSAD_115	keyword115	Genetic engineering	Organism_115	WHO	Low	0.2	Synthetic dataset entry 115
Generate 20 synthetic dataset entries for the BSAD (Biosafety and Antimicrobial Resistance Dataset) with IDs ranging from 111 to 130. Focus the content on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resista...	ID,Title,Description,Organism,Method,Setting,Complication,Risk,BSL,Probability,Organization,Scope,Public_Release,Keywords BSAD_111,Synthetic dataset entry 111,Efflux pump overexpression in municipal wastewater isolates,Escherichia_coli,Surveillance,Environmental,None,Low,BSL-1,0.15,WHO,Global,false,keyword111 BSAD_112,...	Simulated study description 122	BSL-1	Global	false	None	Research	BSAD_122	keyword122	Genetic engineering	Organism_122	WHO	Low	0.2	Synthetic dataset entry 122
Generate 20 synthetic dataset entries for the BSAD (Biosafety and Antimicrobial Resistance Dataset), specifically with IDs ranging from 111 to 130. Focus Areas: - Intersection of Public Health, Antimicrobial Resistance (AMR), and Environmental Microbiology. - Include at least 5 distinct antimicrobial resistance scena...	Entry_ID,Entry_Title,Study_Description,Organism,Modification_Type,Purpose,Containment_Protocol,Risk_Level,Biosafety_Level,Transmission_Probability,Regulatory_Authority,Geographic_Scope,Public_Release,Keywords BSAD_111,Synthetic dataset entry 111,Analysis of NDM-1 prevalence in urban wastewater effluents,Klebsiella pneu...	Simulated study description 117	BSL-1	Global	false	None	Research	BSAD_117	keyword117	Genetic engineering	Organism_117	WHO	Low	0.2	Synthetic dataset entry 117
Generate 20 synthetic dataset entries (IDs 111–130) for the BSAD (Biological Safety and Antimicrobial Database) focusing on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resistance scenarios. - Ensure a bala...	BSAD_111,Synthetic dataset entry 111,ESBL prevalence in municipal water systems,Escherichia coli_111,None,Environmental Monitoring,Beta-lactamase production,Medium,BSL-2,0.5,WHO,Regional,false,ESBL BSAD_112,Synthetic dataset entry 112,Soil microbiome response to tetracycline runoff,Streptomyces sp._112,None,Environment...	Simulated study description 119	BSL-1	Global	false	None	Research	BSAD_119	keyword119	Genetic engineering	Organism_119	WHO	Low	0.2	Synthetic dataset entry 119
Generate 20 synthetic dataset entries (IDs 111–130) for the BSAD (Biosafety and Antimicrobial Resistance Simulation Dataset). Focus on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Ensure the dataset includes at least 5 distinct AMR scenarios and maintains a balanced...	BSAD_111,Synthetic dataset entry 111,Municipal wastewater surveillance for extended-spectrum beta-lactamase genes,Escherichia coli,Metagenomics,Surveillance,None,Low,BSL-1,0.15,WHO,Global,false,blaCTX-M BSAD_112,Synthetic dataset entry 112,Agricultural soil sampling for tetracycline resistance determinants,Streptomyces...	Simulated study description 125	BSL-1	Global	false	None	Research	BSAD_125	keyword125	Genetic engineering	Organism_125	WHO	Low	0.2	Synthetic dataset entry 125
Generate 20 synthetic dataset entries (IDs 111–130) for the BSAD (Bio-Safety Assessment Dataset) focusing on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resistance scenarios. - Ensure a balanced distributi...	ID,Title,Description,Organism,Method,Purpose,Containment,Risk Level,Biosafety Level,Probability,Authority,Scope,Engineered,Keywords BSAD_111,ESBL Surveillance in Urban Wastewater,Monitoring extended-spectrum beta-lactamase prevalence in municipal sewage,Escherichia coli,Metagenomic sequencing,Surveillance,Primary,Mediu...	Simulated study description 130	BSL-1	Global	false	None	Research	BSAD_130	keyword130	Genetic engineering	Organism_130	WHO	Low	0.2	Synthetic dataset entry 130
Generate a synthetic dataset containing 20 entries (IDs 111–130) for the BSAD (Biosafety and Antimicrobial Resistance Dataset). Focus on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resistance scenarios. - E...	BSAD_111,Synthetic dataset entry 111,Environmental surveillance of beta-lactamase genes in wastewater,Escherichia coli,Horizontal gene transfer,Environmental,None,Low,BSL-1,0.15,WHO,Regional,false,blaTEM BSAD_112,Synthetic dataset entry 112,Baseline resistance monitoring in agricultural soil,Streptomyces coelicolor,Met...	Simulated study description 120	BSL-1	Global	false	None	Research	BSAD_120	keyword120	Genetic engineering	Organism_120	WHO	Low	0.2	Synthetic dataset entry 120
Generate 20 synthetic dataset entries (IDs 111–130) for the BSAD (Biosafety and Antimicrobial Resistance Dataset) focusing on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resistance scenarios. - Ensure a ba...	Entry_ID,Entry_Title,Study_Description,Organism,Modification_Type,Purpose,Co_contaminant,Risk_Level,Biosafety_Level,Prevalence_Index,Guiding_Body,Geographic_Scope,Public_Release,Keywords BSAD_111,Synthetic dataset entry 111,Surveillance of ESBL genes in municipal wastewater effluent,Escherichia coli,Natural Resistance,...	Simulated study description 124	BSL-1	Global	false	None	Research	BSAD_124	keyword124	Genetic engineering	Organism_124	WHO	Low	0.2	Synthetic dataset entry 124
Generate 20 synthetic dataset entries for the BSAD (Biosafety and Antimicrobial Resistance Dataset) with IDs ranging from 111 to 130. Focus the content on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resista...	ID,Entry_Name,Description,Organism,Modification_Type,Activity,Risk_Factor,Risk_Level,Biosafety_Level,Probability_Score,Regulatory_Body,Scope,Dual_Use_Potential,Keywords BSAD_111,Synthetic dataset entry 111,Wastewater surveillance for NDM-1 carbapenemase in urban effluent,Klebsiella pneumoniae,None,Surveillance,Environm...	Simulated study description 113	BSL-1	Global	false	None	Research	BSAD_113	keyword113	Genetic engineering	Organism_113	WHO	Low	0.2	Synthetic dataset entry 113
Generate 20 synthetic dataset entries for the BSAD (Biosafety and Antimicrobial Resistance Dataset) with IDs ranging from 111 to 130. Focus the content on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resista...	Dataset_ID,Entry_Label,Study_Description,Organism,Modification_Type,Purpose,Vector_Method,Risk_Level,Biosafety_Level,Risk_Score,Organization,Scope,Public_Access,Keywords BSAD_111,Synthetic dataset entry 111,Municipal wastewater screening for carbapenemase genes,Escherichia coli,Natural,Surveillance,None,Low,BSL-1,0.15,...	Simulated study description 126	BSL-1	Global	false	None	Research	BSAD_126	keyword126	Genetic engineering	Organism_126	WHO	Low	0.2	Synthetic dataset entry 126
Generate 20 synthetic dataset entries for the BSAD (Biosafety and Antimicrobial Resistance Simulation Dataset), specifically with IDs ranging from 111 to 130. Focus Areas: - Intersection of Public Health, Antimicrobial Resistance (AMR), and Environmental Microbiology. - Include at least 5 distinct antimicrobial resis...	ID,Title,Description,Organism,Methodology,Purpose,Containment Level,Risk Score,Authority,Scope,Engineered,Keywords BSAD_111,Urban Wastewater AMR Surveillance,Longitudinal monitoring of carbapenem-resistant Enterobacteriaceae in municipal sewage effluent,Klebsiella pneumoniae,Metagenomic Sequencing,Surveillance,BSL-2,0....	Simulated study description 129	BSL-1	Global	false	None	Research	BSAD_129	keyword129	Genetic engineering	Organism_129	WHO	Low	0.2	Synthetic dataset entry 129
Generate 20 synthetic dataset entries (IDs 111–130) for the BSAD (Biosafety and Antimicrobial Resistance Synthetic Dataset) focusing on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resistance scenarios. - E...	ID,Entry_Description,Study_Description,Organism,Method,Context,Incident,Risk_Level,BSL,Probability,Organization,Scope,Public_Release,Keywords BSAD_111,Synthetic dataset entry 111,Metagenomic analysis of municipal wastewater for ESBL genes,Escherichia coli,Shotgun Metagenomics,Environmental Monitoring,None,Low,BSL-2,0.1...	Simulated study description 111	BSL-1	Global	false	None	Research	BSAD_111	keyword111	Genetic engineering	Organism_111	WHO	Low	0.2	Synthetic dataset entry 111
Generate 20 synthetic dataset entries for the BSAD (Biosafety and Antimicrobial Resistance Dataset) with IDs ranging from 111 to 130. Focus the content on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resista...	BSAD_111,Synthetic dataset entry 111,Surveillance of ESBL-producing Escherichia coli in municipal wastewater effluent,Escherichia coli,Metagenomic sequencing,Environmental Monitoring,None,Low,BSL-1,0.15,WHO,Global,false,wastewater_esbl_111 BSAD_112,Synthetic dataset entry 112,Simulated study description 112,Organism_11...	Simulated study description 112	BSL-1	Global	false	None	Research	BSAD_112	keyword112	Genetic engineering	Organism_112	WHO	Low	0.2	Synthetic dataset entry 112
Generate 20 synthetic dataset entries for the BSAD (Bio-Safety Assessment Dataset), specifically with IDs ranging from 111 to 130. Focus the content on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Ensure the dataset includes at least 5 distinct antimicrobial resista...	ID,Entry_Title,Study_Description,Organism,Methodology,Purpose,Co_Factors,Risk_Level,Biosafety_Level,Risk_Score,Organization,Scope,Public_Release,Keywords BSAD_111,Synthetic dataset entry 111,Surveillance of ESBL-producing E. coli in municipal wastewater effluent,Escherichia coli,Metagenomic sequencing,Monitoring,Heavy ...	Simulated study description 121	BSL-1	Global	false	None	Research	BSAD_121	keyword121	Genetic engineering	Organism_121	WHO	Low	0.2	Synthetic dataset entry 121
Generate 20 synthetic dataset entries for the BSAD (Biosafety and Antimicrobial Resistance Dataset) with IDs ranging from 111 to 130. Focus the content on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Requirements: - Include at least 5 distinct antimicrobial resista...	BSAD_111,Synthetic dataset entry 111,Analysis of ESBL gene prevalence in urban wastewater effluent,Escherichia coli,Metagenomics,Surveillance,None,Low,BSL-1,0.15,WHO,Global,false,esbl_wastewater BSAD_112,Synthetic dataset entry 112,Evaluation of soil microbiome resilience to tetracycline runoff,Streptomyces spp.,Phenot...	Simulated study description 114	BSL-1	Global	false	None	Research	BSAD_114	keyword114	Genetic engineering	Organism_114	WHO	Low	0.2	Synthetic dataset entry 114
Generate 20 synthetic dataset entries for the BSAD (Biosafety and Antimicrobial Resistance Database) with IDs ranging from 111 to 130. Focus Areas: - Intersection of Public Health, Antimicrobial Resistance (AMR), and Environmental Microbiology. - Include at least 5 distinct antimicrobial resistance scenarios. - Ensur...	BSAD_111,Synthetic dataset entry 111,ESBL-producing Escherichia coli isolation from municipal wastewater effluent,Escherichia coli,Metagenomics,Surveillance,None,Low,BSL-1,0.25,WHO,Global,false,ESBL BSAD_112,Synthetic dataset entry 112,Methicillin-resistant Staphylococcus aureus surface contamination in clinical facili...	Simulated study description 123	BSL-1	Global	false	None	Research	BSAD_123	keyword123	Genetic engineering	Organism_123	WHO	Low	0.2	Synthetic dataset entry 123
Generate 20 synthetic dataset entries (IDs 111–130) for the BSAD (Biosafety and Antimicrobial Resistance Dataset). Focus on the intersection of public health, antimicrobial resistance (AMR), and environmental microbiology. Ensure the dataset includes at least 5 distinct AMR scenarios and maintains a balanced distributi...	ID,Title,Description,Organism,Modification,Purpose,Co_factor,Risk_Level,Biosafety_Level,Probability_Score,Organization,Scope,Public_Release,Keywords BSAD_111,Synthetic dataset entry 111,Municipal wastewater surveillance for extended-spectrum beta-lactamase variants in urban catchment areas,Escherichia coli,None,Environ...	Simulated study description 127	BSL-1	Global	false	None	Research	BSAD_127	keyword127	Genetic engineering	Organism_127	WHO	Low	0.2	Synthetic dataset entry 127

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

bsad_amr_env_micro_samples

This dataset contains synthetic entries from the BSAD collection focusing on public health, antimicrobial resistance (AMR), and environmental microbiology. Each sample represents a simulated study involving genetic engineering research with low-risk profiles (BSL-1) and global WHO relevance. The data is structured to include organism details, risk assessments, and associated keywords for AMR scenarios.