generic model Search Results


generative models meditron 70b  (Meditron GmbH)
90
Meditron GmbH generative models meditron 70b
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
Generative Models Meditron 70b, supplied by Meditron GmbH, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/generative models meditron 70b/product/Meditron GmbH
Average 90 stars, based on 1 article reviews
generative models meditron 70b - by Bioz Stars, 2026-06
90/100 stars
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individual capacitors model 33677  (General Atomics Inc)
90
General Atomics Inc individual capacitors model 33677
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
Individual Capacitors Model 33677, supplied by General Atomics Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/individual capacitors model 33677/product/General Atomics Inc
Average 90 stars, based on 1 article reviews
individual capacitors model 33677 - by Bioz Stars, 2026-06
90/100 stars
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general linear model  (Addinsoft inc)
90
Addinsoft inc general linear model
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
General Linear Model, supplied by Addinsoft inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/general linear model/product/Addinsoft inc
Average 90 stars, based on 1 article reviews
general linear model - by Bioz Stars, 2026-06
90/100 stars
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generalized linear mixed model  (CH Instruments)
90
CH Instruments generalized linear mixed model
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
Generalized Linear Mixed Model, supplied by CH Instruments, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/generalized linear mixed model/product/CH Instruments
Average 90 stars, based on 1 article reviews
generalized linear mixed model - by Bioz Stars, 2026-06
90/100 stars
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anova mixed-effects model and tukey’s multiple comparison test  (GraphPad Software Inc)
90
GraphPad Software Inc anova mixed-effects model and tukey’s multiple comparison test
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
Anova Mixed Effects Model And Tukey’s Multiple Comparison Test, supplied by GraphPad Software Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/anova mixed-effects model and tukey’s multiple comparison test/product/GraphPad Software Inc
Average 90 stars, based on 1 article reviews
anova mixed-effects model and tukey’s multiple comparison test - by Bioz Stars, 2026-06
90/100 stars
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dc generator model baldor cdp3604  (Baldor Electric)
90
Baldor Electric dc generator model baldor cdp3604
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
Dc Generator Model Baldor Cdp3604, supplied by Baldor Electric, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/dc generator model baldor cdp3604/product/Baldor Electric
Average 90 stars, based on 1 article reviews
dc generator model baldor cdp3604 - by Bioz Stars, 2026-06
90/100 stars
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model geometry generation  (Meso Scale Diagnostics LLC)
90
Meso Scale Diagnostics LLC model geometry generation
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
Model Geometry Generation, supplied by Meso Scale Diagnostics LLC, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/model geometry generation/product/Meso Scale Diagnostics LLC
Average 90 stars, based on 1 article reviews
model geometry generation - by Bioz Stars, 2026-06
90/100 stars
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small piezo-electric water generator (model # 50-1011.1  (APC International)
90
APC International small piezo-electric water generator (model # 50-1011.1
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
Small Piezo Electric Water Generator (Model # 50 1011.1, supplied by APC International, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/small piezo-electric water generator (model # 50-1011.1/product/APC International
Average 90 stars, based on 1 article reviews
small piezo-electric water generator (model # 50-1011.1 - by Bioz Stars, 2026-06
90/100 stars
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anova with generalized linear models  (TIBCO)
90
TIBCO anova with generalized linear models
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
Anova With Generalized Linear Models, supplied by TIBCO, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/anova with generalized linear models/product/TIBCO
Average 90 stars, based on 1 article reviews
anova with generalized linear models - by Bioz Stars, 2026-06
90/100 stars
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general linear model procedures with orthogonal contrast comparisons  (SAS institute)
90
SAS institute general linear model procedures with orthogonal contrast comparisons
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
General Linear Model Procedures With Orthogonal Contrast Comparisons, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/general linear model procedures with orthogonal contrast comparisons/product/SAS institute
Average 90 stars, based on 1 article reviews
general linear model procedures with orthogonal contrast comparisons - by Bioz Stars, 2026-06
90/100 stars
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model of the argon icp generator  (COMSOL Inc)
90
COMSOL Inc model of the argon icp generator
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
Model Of The Argon Icp Generator, supplied by COMSOL Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/model of the argon icp generator/product/COMSOL Inc
Average 90 stars, based on 1 article reviews
model of the argon icp generator - by Bioz Stars, 2026-06
90/100 stars
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x-ray generator model 4036a2  (Rigaku Corporation)
90
Rigaku Corporation x-ray generator model 4036a2
<t>Generative</t> model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.
X Ray Generator Model 4036a2, supplied by Rigaku Corporation, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/x-ray generator model 4036a2/product/Rigaku Corporation
Average 90 stars, based on 1 article reviews
x-ray generator model 4036a2 - by Bioz Stars, 2026-06
90/100 stars
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Image Search Results


Generative model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.

Journal: Scientific Data

Article Title: An Evaluation Benchmark for Adverse Drug Event Prediction from Clinical Trial Results

doi: 10.1038/s41597-025-04718-1

Figure Lengend Snippet: Generative model pipeline used for ADE prediction. A prompt is created based on the input features, and OpenBioLLM-8B is tasked to generate a list of ADEs.

Article Snippet: To assess the impact of model scaling and domain-specific pre-training on ADE prediction, we additionally fine-tuned a range of generative models, including Llama-3 (8B, 70B), Meditron (7B, 70B), and OpenBioLLM-70B.

Techniques:

Performance comparison of discriminative (ChemBERTa-77M-MLM & PubMedBERT) and generative (OpenBioLLM-8B) models on the CT-ADE-SOC test split using different feature sets (S, SG, SGE). The AUROC metric cannot be computed for the generative model as it does not produce raw probabilities. All metrics are micro-averaged. Tabular values are available in Supplementary Table .

Journal: Scientific Data

Article Title: An Evaluation Benchmark for Adverse Drug Event Prediction from Clinical Trial Results

doi: 10.1038/s41597-025-04718-1

Figure Lengend Snippet: Performance comparison of discriminative (ChemBERTa-77M-MLM & PubMedBERT) and generative (OpenBioLLM-8B) models on the CT-ADE-SOC test split using different feature sets (S, SG, SGE). The AUROC metric cannot be computed for the generative model as it does not produce raw probabilities. All metrics are micro-averaged. Tabular values are available in Supplementary Table .

Article Snippet: To assess the impact of model scaling and domain-specific pre-training on ADE prediction, we additionally fine-tuned a range of generative models, including Llama-3 (8B, 70B), Meditron (7B, 70B), and OpenBioLLM-70B.

Techniques: Comparison

Performance metrics of various models using the SGE feature set evaluated on the CT-ADE-SOC <xref ref-type= 28 test split. All metrics are micro-averaged." width="100%" height="100%">

Journal: Scientific Data

Article Title: An Evaluation Benchmark for Adverse Drug Event Prediction from Clinical Trial Results

doi: 10.1038/s41597-025-04718-1

Figure Lengend Snippet: Performance metrics of various models using the SGE feature set evaluated on the CT-ADE-SOC 28 test split. All metrics are micro-averaged.

Article Snippet: To assess the impact of model scaling and domain-specific pre-training on ADE prediction, we additionally fine-tuned a range of generative models, including Llama-3 (8B, 70B), Meditron (7B, 70B), and OpenBioLLM-70B.

Techniques: