Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
addClaim

Nutramilo Insulin Score (NIS) — Open-source algorithm for estimating the relative insulinogenic potential of meals from nutritional composition.

Authors: Inkov, Ivan;

Nutramilo Insulin Score (NIS) — Open-source algorithm for estimating the relative insulinogenic potential of meals from nutritional composition.

Abstract

Nutramilo Insulin Score (NIS) is a deterministic, source-aware computational surrogate for the Holt Food Insulin Index. Four frozen OLS coefficients (per-1000-kJ density of carbohydrate, protein, fat, fiber) trained on a public n=147 Holt-Bell-Bao cohort, augmented with plant/mixed/animal source multipliers, an energy-normalised pure-fat extrapolation guard, an optional Le-2008 fructose split, and a cross-cohort linear calibration. Primary inferential evaluation is restricted to a strictly out-of-sample n=25 literature-pooled subset. NIS v1.1.9 is positioned as an EXPLORATORY methodology study, not as an externally validated predictive model; a prospective CGM trial is the planned confirmatory step.

Keywords

python, insulin, glycemic, nutrition, macronutrient, postprandial, regression, open-science, metabolism, food insulin index

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average