Effects of diet composition on postprandial energy availability during weight loss maintenance
Open accessAbstract
BACKGROUND: The major circulating metabolic fuels regulate hunger, and each is affected by dietary composition. An integrated measure of postprandial energy availability from circulating metabolic fuels may help inform dietary recommendations for weight maintenance after weight loss. AIM: We examined the effect of low-fat (LF, 60% of energy from carbohydrate, 20% fat, 20% protein), low-glycemic index (LGI, 40%-40%-20%), and very low-carbohydrate (VLC, 10%-60%-30%) diets on total postprandial metabolic fuel energy availability (EA) during weight loss maintenance. METHODS: Eight obese young adults were fed a standard hypocaloric diet to produce 10-15% weight loss. They were then provided isocaloric LF, LGI, and VLC diets in a randomized crossover design, each for a 4-week period of weight loss maintenance. At the end of each dietary period, a test meal representing the respective diet was provided, and blood samples were obtained every 30 minutes for 5 hours. The primary outcome was EA, defined as the combined energy density (circulating level × relative energy content) of glucose, free fatty acids, and β-hydroxybutyrate. Secondary outcomes were individual metabolic fuels, metabolic rate, insulin, glucagon, cortisol, epinephrine, and hunger ratings. Respiratory quotient was a process measure. Data were analyzed by repeated-measures analysis of variance, with outcomes compared in the early (30 to 150 min) and late (180 to 300 min) postprandial periods. RESULTS: EA did not differ between the test meals during the early postprandial period (p = 0.99). However, EA in the late postprandial period was significantly lower after the LF test meal than the LGI (p<0.0001) and VLC (p<0.0001) test meals. Metabolic rate also differed in the late postprandial period (p = 0.0074), with higher values on the VLC than LF (p = 0.0064) and LGI (p = 0.0066) diets. CONCLUSION: These findings suggest that an LF diet may adversely affect postprandial EA and risk for weight regain during weight loss maintenance.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Total metabolic fuel concentration in the blood decreases rapidly in the late postprandial phase after a high-GL meal, possibly to concentrations below that in the fasting state.
“Consequently, total metabolic fuel concentration in the blood (from glucose, nonesterified fatty acids, and ketones) decreases rapidly in the late postprandial phase, possibly to concentrations below that in the fasting state (39–41).”
From The carbohydrate-insulin model: A physiological perspective on the obesity pandemic (2021) · cites this paper as [41]
Consumption of a high- compared with a low-GL meal results in reduced circulating metabolic fuel concentration after 3-5 h, associated with altered substrate partitioning, reduced energy expenditure, and a counter-regulatory response.
“Consumption of a high- compared with a low-GL meal results in reduced circulating metabolic fuel concentration after 3–5 h (39–41, 79), associated with altered substrate partitioning, reduced energy expenditure, and a counter-regulatory response (31, 39, 41, 80, 81).”
From The carbohydrate-insulin model: A physiological perspective on the obesity pandemic (2021) · cites this paper as [41]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
(1998) · PsycEXTRA Dataset · doi:10.1037/e565682010-001 · Cited by 9,452 · see citing works
A Clinical Trial of the Effects of Dietary Patterns on Blood Pressure
Appel, L. J., Moore, T. J., Obarzanek, E., Vollmer, W. M., Svetkey, L. P., Sacks, F. M., Bray, G. A., Vogt, T. M., Cutler, J. A., Windhauser, M. M., et al. (1997) · New England Journal of Medicine · doi:10.1056/nejm199704173361601 · Cited by 5,981 · see citing works
Self-citationNew methods for calculating metabolic rate with special reference to protein metabolism
Weir, J. B. D. V. (1949) · The Journal of Physiology · doi:10.1113/jphysiol.1949.sp004363 · Cited by 5,608 · see citing works
International table of glycemic index and glycemic load values: 2002,
Foster-Powell, K., Holt, S. H., & Brand-Miller, J. C. (2002) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/76.1.5 · Cited by 3,080 · see citing works
Lichtenstein, A. H., Appel, L. J., Brands, M., Carnethon, M., Daniels, S., Franch, H. A., Franklin, B., Kris-Etherton, P., Harris, W. S., Howard, B., et al. (2006) · Circulation · doi:10.1161/circulationaha.106.176158 · Cited by 2,705 · see citing works
A new predictive equation for resting energy expenditure in healthy individuals
Mifflin, M., St Jeor, S., Hill, L., Scott, B., Daugherty, S., & Koh, Y. (1990) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/51.2.241 · Cited by 2,544 · cited 1× · see citing works
“Energy needs were estimated using the Mifflin-St Jeor equation [13,14] and an activity factor derived from a modified Seven Day Activity Questionnaire [15].”
MethodInternational Tables of Glycemic Index and Glycemic Load Values: 2008
Atkinson, F. S., Foster-Powell, K., & Brand-Miller, J. C. (2008) · Diabetes Care · doi:10.2337/dc08-1239 · Cited by 1,965 · see citing works
Ludwig (2002) · doi:10.1001/jama.287.18.2414 · Cited by 1,775 · see citing works
Self-citationDietary Guidelines for Americans, 2010
Marshall, T. A. (2011) · The Journal of the American Dental Association · doi:10.14219/jada.archive.2011.0248 · Cited by 1,401 · see citing works
Franz, M. J., Bantle, J. P., Beebe, C. A., Brunzell, J. D., Chiasson, J.-L., Garg, A., Holzmeister, L. A., Hoogwerf, B., Mayer-Davis, E., Mooradian, A. D., et al. (2002) · Diabetes Care · doi:10.2337/diacare.25.1.148 · Cited by 1,165 · see citing works
A collection of Physical Activity Questionnaires for health-related research.
Pereira, M. A., FitzerGerald, S. J., Gregg, E. W., JOSWIAK, M. L., Ryan, W. J., Suminski, R. R., Utter, A. C., & Zmuda, J. M. (1997) · PubMed · Cited by 1,051 · see citing works
Brehm, B. J., Seeley, R. J., Daniels, S. R., & D’Alessio, D. A. (2003) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2002-021480 · Cited by 830 · see citing works
Frankenfield, D. C., Roth‐Yousey, L., & Compher, C. W. (2005) · Journal of the American Dietetic Association · doi:10.1016/j.jada.2005.02.005 · Cited by 762 · see citing works
Hedonic hunger: A new dimension of appetite?
Lowe, M. R., & Butryn, M. L. (2007) · Physiology & Behavior · doi:10.1016/j.physbeh.2007.04.006 · Cited by 739 · see citing works
High glycemic index foods, overeating, and obesity
Ludwig, D. S., Majzoub, J. A., Al-Zahrani, A., Dallal, G. E., Blanco, I., & Roberts, S. B. (1999) · Pediatrics · doi:10.1542/peds.103.3.e26 · Cited by 699 · cited 8× · see citing works
“Statistical Analysis In light of prior work suggesting differing patterns of EA in the early versus late postprandial period [4], we identified two time periods of interest in which to compare diets, namely 30–150 min and 180–300 min, each comprising 2 hours (5 time points).”
BackgroundResultInfluentialSelf-citationDr. Atkins' New Diet Revolution
Atkins, R. C. (1973) · Cited by 470 · see citing works
Effects of Dietary Composition on Energy Expenditure During Weight-Loss Maintenance
Ebbeling, C. B., Swain, J. F., Feldman, H. A., Wong, W. W., Hachey, D. L., Garcia-Lago, E., & Ludwig, D. S. (2012) · JAMA · doi:10.1001/jama.2012.6607 · Cited by 431 · see citing works
Self-citationFranz, M., Bantle, J., Beebe, C., Brunzell, J., Chiasson, J., Garg, A., Holzmeister, L. A., Hoogwerf, B., Mayer-Davis, E., Mooradian, A., et al. (2003) · Diabetes Care · doi:10.2337/diacare.26.2007.s51 · Cited by 235 · see citing works
Control of food intake by fatty acid oxidation
Scharrer, E., & Langhans, W. (1986) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.1986.250.6.r1003 · Cited by 219 · see citing works
Hunger ratings are not a valid proxy measure of reported food intake in humans
Mattes, R. D. (1990) · Appetite · doi:10.1016/0195-6663(90)90043-8 · Cited by 166 · see citing works
A blinded, crossover study of the efficacy of the ketogenic diet
Freeman, J. M., Vining, E. P. G., Kossoff, E. H., Pyzik, P. L., Ye, X., & Goodman, S. N. (2008) · Epilepsia · doi:10.1111/j.1528-1167.2008.01740.x · Cited by 150 · see citing works
Effect of weight loss and ketosis on postprandial cholecystokinin and free fatty acid concentrations
Chearskul, S., Delbridge, E., Shulkes, A., Proietto, J., & Kriketos, A. D. (2008) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/87.5.1238 · Cited by 110 · see citing works
Differential Metabolic Effects of SaturatedVersusPolyunsaturated Fats in Ketogenic Diets
Fuehrlein, B., Rutenberg, M. S., Silver, J. N., Warren, M. W., Theriaque, D. W., Duncan, G. E., Stacpoole, P. W., & Brantly, M. (2004) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2003-031796 · Cited by 77 · see citing works
Food intake and peripheral factors after recovery from insulin-induced hypoglycemia
Friedman, M. I., & Granneman, J. G. (1983) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.1983.244.3.r374 · Cited by 58 · see citing works
Schnirring, L. (2004) · The Physician and Sportsmedicine · doi:10.3810/psm.2004.01.70 · Cited by 55 · see citing works
Fischer, K., Colombani, P., & Wenk, C. (2003) · Appetite · doi:10.1016/s0195-6663(03)00116-8 · Cited by 54 · see citing works
Postprandial lipemia after short-term variation in dietary fat and carbohydrate
Koutsari, C., Malkova, D., & Hardman, A. E. (2000) · Metabolism · doi:10.1053/meta.2000.8612 · Cited by 44 · see citing works
Oral Glucose Tolerance Curve and Hypoglycemias in the Fed State
Freinkel, N., & Metzger, B. E. (1969) · New England Journal of Medicine · doi:10.1056/nejm196904102801508 · Cited by 35 · see citing works
The influence of social norms on hunger ratings and eating
Herman, C. P., Fitzgerald, N. E., & Polivy, J. (2003) · Appetite · doi:10.1016/s0195-6663(03)00027-8 · Cited by 25 · see citing works
Owens, D. R., Wragg, K., Briggs, P. I., Luzio, S. D., Kimber, G. R., & Davies, C. E. (1979) · Diabetes Care · doi:10.2337/diacare.2.5.409 · Cited by 24 · see citing works
Assessing ketosis: Approaches and pitfalls
Carmant, L. (2008) · Epilepsia · doi:10.1111/j.1528-1167.2008.01826.x · Cited by 18 · see citing works
Rich, A. (1990) · Proceedings of The Nutrition Society · doi:10.1079/pns19900042 · Cited by 18 · see citing works
Johansson, U., Wredling, R., Adamson, U., & Lins, P. E. (2007) · Diabetes & Metabolism · doi:10.1016/j.diabet.2007.06.005 · Cited by 8 · see citing works
Laffel (1999) · doi:10.1002/(sici)1520-7560(199911/12)15:6
Flagged first, then by citations
Cited by
Sorted by citations
The Carbohydrate-Insulin Model of Obesity
Ludwig, D. S., & Ebbeling, C. B. (2018) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2018.2933 · Cited by 452 · see citing works
Self-citationThe carbohydrate-insulin model: A physiological perspective on the obesity pandemic
Ludwig, D. S., Aronne, L. J., Astrup, A., de Cabo, R., Cantley, L. C., Friedman, M. I., Heymsfield, S. B., Johnson, J. D., King, J. C., Krauss, R. M., et al. (2021) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/nqab270 · Cited by 292 · see citing works
Self-citationMeasuring breath acetone for monitoring fat loss: Review
Anderson, J. C. (2015) · Obesity · doi:10.1002/oby.21242 · Cited by 211 · see citing works
Increasing Adiposity: Consequence or Cause of Overeating?
Ludwig, D. S., & Friedman, M. I. (2014) · JAMA · doi:10.1001/jama.2014.4133 · Cited by 151 · see citing works
Self-citationThe Ketogenic Diet: Evidence for Optimism but High-Quality Research Needed
Ludwig, D. S. (2020) · The Journal of Nutrition · doi:10.1093/jn/nxz308 · Cited by 133 · see citing works
Self-citationCompeting paradigms of obesity pathogenesis: energy balance versus carbohydrate-insulin models
Ludwig, D. S., Apovian, C. M., Aronne, L. J., Astrup, A. V., Cantley, L. C., Ebbeling, C. B., Heymsfield, S. B., Johnson, J. D., King, J. C., Krauss, R. M., et al. (2022) · European Journal of Clinical Nutrition · doi:10.1038/s41430-022-01179-2 · Cited by 118 · see citing works
Self-citationDetection of breath acetone by semiconductor metal oxide nanostructures-based gas sensors: A review
Ahmadipour, M., Pang, A. L., Ardani, M. R., Pung, S., Ooi, P. C., Hamzah, A. A., Wee, M. F. M. R., Haniff, M. A. S. M., Dee, C. F., Mahmoudi, E., et al. (2022) · Materials Science in Semiconductor Processing · doi:10.1016/j.mssp.2022.106897 · Cited by 108 · see citing works
Genetic evidence that carbohydrate-stimulated insulin secretion leads to obesity
Astley, C. M., Todd, J. N., Salem, R. M., Vedantam, S., Ebbeling, C. B., Huang, P. L., Ludwig, D. S., Hirschhorn, J. N., & Florez, J. C. (2018) · Clinical Chemistry · doi:10.1373/clinchem.2017.280727 · Cited by 86 · see citing works
Self-citationGoss, A. M., Chandler-Laney, P. C., Ovalle, F., Goree, L. L., Azziz, R., Desmond, R. A., Wright Bates, G., & Gower, B. A. (2014) · Metabolism · doi:10.1016/j.metabol.2014.07.007 · Cited by 85 · see citing works
Weight loss maintenance: A review on dietary related strategies.
Soeliman, F. A., & Azadbakht, L. (2014) · Europe PMC (PubMed Central) · Cited by 69 · see citing works
Kessler, K., Hornemann, S., Petzke, K. J., Kemper, M., Kramer, A., Pfeiffer, A. F. H., Pivovarova, O., & Rudovich, N. (2017) · Scientific Reports · doi:10.1038/srep44170 · Cited by 60 · see citing works
The Carbohydrate-Insulin Model of Obesity Is Difficult to Reconcile With Current Evidence
Hall, K. D., Guyenet, S. J., & Leibel, R. L. (2018) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2018.2920 · Cited by 53 · see citing works
Low carbohydrate dietary approaches for people with type 2 diabetes-a narrative review
Wheatley, S. D., Deakin, T. A., Arjomandkhah, N. C., Hollinrake, P. B., & Reeves, T. E. (2021) · Frontiers in Nutrition · doi:10.3389/fnut.2021.687658 · Cited by 50 · see citing works
Tanner, H. L., Dekker Nitert, M., Callaway, L. K., & Barrett, H. L. (2021) · Diabetes Care · doi:10.2337/dc20-2008 · Cited by 46 · see citing works
Eating, diet, and nutrition for the treatment of non-alcoholic fatty liver disease
Semmler, G., Datz, C., & Trauner, M. A. (2022) · Clinical and Molecular Hepatology · doi:10.3350/cmh.2022.0364 · Cited by 42 · see citing works
Changes in Ghrelin and Glucagon following a Low Glycemic Load Diet in Women with PCOS
Hoover, S. E., Gower, B. A., Cedillo, Y. E., Chandler-Laney, P. C., Deemer, S. E., & Goss, A. M. (2021) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgab028 · Cited by 40 · see citing works
Obesity in African‐Americans: The role of physiology
Gower, B. A., & Fowler, L. A. (2020) · Journal of Internal Medicine · doi:10.1111/joim.13090 · Cited by 32 · see citing works
Shimy, K. J., Feldman, H. A., Klein, G. L., Bielak, L., Ebbeling, C. B., & Ludwig, D. S. (2020) · Journal of the Endocrine Society · doi:10.1210/jendso/bvaa062 · Cited by 35 · see citing works
Self-citationde Carvalho, K. M. B., Pizato, N., Botelho, P. B., Dutra, E. S., & Gonçalves, V. S. S. (2020) · European Journal of Nutrition · doi:10.1007/s00394-020-02321-1 · Cited by 32 · see citing works
Lessons from the War on Dietary Fat
Walker, T. B., & Parker, M. J. (2014) · Journal of the American College of Nutrition · doi:10.1080/07315724.2013.870055 · Cited by 24 · see citing works
Ebbeling, C. B., Bielak, L., Lakin, P. R., Klein, G. L., Wong, J. M., Luoto, P. K., Wong, W. W., & Ludwig, D. S. (2020) · Journal of Nutrition · doi:10.1093/jn/nxaa150 · Cited by 22 · see citing works
Self-citationKumar, R. B., & Aronne, L. J. (2016) · Techniques in Gastrointestinal Endoscopy · doi:10.1016/j.tgie.2016.11.003 · Cited by 17 · see citing works
Marchesini, S. D., Baretta, G. A. P., Cambi, M. P. C., & Marchesini, J. B. (2014) · ABCD Arquivos Brasileiros de Cirurgia Digestiva (São Paulo) · doi:10.1590/s0102-6720201400s100012 · Cited by 16 · see citing works
Holsen, L. M., Hoge, W. S., Lennerz, B. S., Cerit, H., Hye, T., Moondra, P., Goldstein, J. M., Ebbeling, C. B., & Ludwig, D. S. (2021) · Journal of Nutrition · doi:10.1093/jn/nxab090 · Cited by 15 · see citing works
Self-citationHron, B. M., Ebbeling, C. B., Feldman, H. A., & Ludwig, D. S. (2017) · Nutrition & Metabolism · doi:10.1186/s12986-017-0198-y · Cited by 15 · see citing works
Self-citationLiu, Y., Mei, H., Li, X., Cheng, C., Wu, Y., Zou, C., Yu, Y., Gao, L., Zhang, H., Gao, X., et al. (2025) · Cell Metabolism · doi:10.1016/j.cmet.2025.01.015 · Cited by 14 · see citing works
Barry, V. G., Stewart, M., Soleymani, T., Desmond, R. A., Goss, A. M., & Gower, B. A. (2021) · Nutrients · doi:10.3390/nu13020475 · Cited by 13 · see citing works
Guarneiri, L. L., Adams, C. G., Garcia-Jackson, B., Koecher, K. J., Wilcox, M. L., & Maki, K. C. (2024) · Advances in Nutrition · doi:10.1016/j.advnut.2024.100332 · Cited by 10 · see citing works
Marcoux, C., Morin, R., Mauger, J., & Imbeault, P. (2022) · Frontiers in Physiology · doi:10.3389/fphys.2022.937127 · Cited by 7 · see citing works
Gower, B. A., YURCHISHIN, M. L., Goss, A. M., Knight, J. L., & Garvey, W. T. (2025) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgaf324 · Cited by 8 · see citing works
Muñoz-Cabrejas, A., Laclaustra, M., Guallar‐Castillón, P., Casasnovas, J. A., Marco-Benedí, V., Calvo, N., & Moreno‐Franco, B. (2023) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgad706 · Cited by 4 · see citing works
Gower, B. A., & Goss, A. M. (2018) · Current Opinion in Endocrinology Diabetes and Obesity · doi:10.1097/med.0000000000000426 · Cited by 4 · see citing works
Pizzorno, L. (2014) · PubMed Central · Cited by 3 · see citing works
The cabohydrate–insulin model of obesity
Millward, D. J. (2021) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/nqab383 · Cited by 3 · see citing works
Wong, J. M., Ludwig, D. S., Allison, D. B., Baidwan, N. K., Bielak, L., Chiu, C.-Y., Dickinson, S., Golzarri‐Arroyo, L., Heymsfield, S. B., Holmes, L., et al. (2024) · Contemporary Clinical Trials · doi:10.1016/j.cct.2024.107490 · Cited by 1 · see citing works
Self-citationConversation about Healthy Eating
Lesica, N. A. (2017) · UCL Press eBooks · doi:10.2307/j.ctt1rfzxmw · Cited by 1 · see citing works
Matarese, L. E. (2023) · Springer eBooks · doi:10.1007/978-3-031-40116-9_16 · Cited by 1 · see citing works
A Conversation about Healthy Eating
Lesica, N. A. (2017) · UCL Press eBooks · doi:10.14324/111.9781911576754
A importância da nutrição no tratamento da síndrome dos ovários policísticos
Coutinho, M. E. F., Xavier, M. C., & Salomón, A. L. R. (2022) · Research Society and Development · doi:10.33448/rsd-v11i8.31522
Matarese, L. E. (2023) · Springer eBooks · doi:10.1007/978-3-319-12125-3_16-2
- Authors
- Walsh, C. O., Ebbeling, C. B., Swain, J. F., Markowitz, R. L., Feldman, H. A., & Ludwig, D. S.
- Affiliations
- Boston Children's Hospital (US)
- Brigham and Women's Hospital (US)
- Corresponding author
- Ludwig, David S.
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2013-03-06
- Volume
- 8
- Issue
- 3
- Pages
- e58172
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3590159
- OpenAlex
- W1983223054
- Cited by
- 40
- References
- 34
- Citations by year
- 2025: 2 · 2024: 2 · 2023: 3 · 2022: 5 · 2021: 6 · 2020: 5 · 2019: 1 · 2018: 4 · 2017: 4 · 2016: 1 · 2015: 1 · 2014: 6
- FWCI
- 1.85
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Brigham and Women's Hospital
- Harvard Catalyst (UL1-RR025758, UL1 RR025758-01, NIH UL1 RR-025758, RR025758)
- National Institutes of Health (UL1RR02575801, NIH UL1 RR-025758)
- U.S. Public Health Service (M01-02635)
- National Institute of Diabetes and Digestive and Kidney Diseases (K24DK082730, R01DK072428)
- National Center for Research Resources (UL1RR025758, RR025758, RR 025758-01)
- Topics
- Health Sciences › Medicine › Physiology › Diet and metabolism studies
- Health Sciences › Medicine › Physiology › Dietary Effects on Health
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Regulation of Appetite and Obesity
- Keywords
- weight loss maintenance, low-fat diet, low glycemic index diet, very low carbohydrate diet, metabolic fuels, free fatty acids, beta-hydroxybutyrate, glucose, metabolic rate, hunger, weight regain, hypocaloric diet
- MeSH terms
- Analysis of Variance, Blood Glucose, Diet, Energy Metabolism, Epinephrine, Humans, Hydrocortisone, Random Allocation, Cross-Over Studies, Diet, Fat-Restricted, Postprandial Period, Glycemic Index, Diet, Carbohydrate-Restricted, Weight Reduction Programs
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review