{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T18:58:12Z","timestamp":1785610692700,"version":"3.56.0"},"reference-count":68,"publisher":"Oxford University Press (OUP)","issue":"2","license":[{"start":{"date-parts":[[2018,3,29]],"date-time":"2018-03-29T00:00:00Z","timestamp":1522281600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/journals\/pages\/open_access\/funder_policies\/chorus\/standard_publication_model"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Weight Watchers Karen Miller-Kovach Research"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,3,1]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Given that the overarching goal of weight loss programs is to remain adherent to a dietary prescription, specific moments of nonadherence known as \u201cdietary lapses\u201d can threaten weight control via the excess energy intake they represent and by provoking future lapses. Just-in-time adaptive interventions could be particularly useful in preventing dietary lapses because they use real-time data to generate interventions that are tailored and delivered at a moment computed to be of high risk for a lapse. To this end, we developed a smartphone application (app) called OnTrack that utilizes machine learning to predict dietary lapses and deliver a targeted intervention designed to prevent the lapse from occurring. This study evaluated the feasibility, acceptability, and preliminary effectiveness of OnTrack among weight loss program participants. An open trial was conducted to investigate subjective satisfaction, objective usage, algorithm performance, and changes in lapse frequency and weight loss among individuals (N = 43; 86% female; body mass index = 35.6 kg\/m2) attempting to follow a structured online weight management plan for 8 weeks. Participants were adherent with app prompts to submit data, engaged with interventions, and reported high levels of satisfaction. Over the course of the study, participants averaged a 3.13% weight loss and experienced a reduction in unplanned lapses. OnTrack, the first Just-in-time adaptive intervention for dietary lapses was shown to be feasible and acceptable, and OnTrack users experienced weight loss and lapse reduction over the study period. These data provide the basis for further development and evaluation.<\/jats:p>","DOI":"10.1093\/tbm\/iby016","type":"journal-article","created":{"date-parts":[[2018,3,29]],"date-time":"2018-03-29T08:01:13Z","timestamp":1522310473000},"page":"236-245","source":"Crossref","is-referenced-by-count":78,"title":["OnTrack: development and feasibility of a smartphone app designed to predict and prevent dietary lapses"],"prefix":"10.1093","volume":"9","author":[{"given":"Evan M","family":"Forman","sequence":"first","affiliation":[{"name":"Center for Weight, Eating, and Lifestyle Science (WELL Center), Drexel University, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stephanie P","family":"Goldstein","sequence":"additional","affiliation":[{"name":"Center for Weight, Eating, and Lifestyle Science (WELL Center), Drexel University, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fengqing","family":"Zhang","sequence":"additional","affiliation":[{"name":"Center for Weight, Eating, and Lifestyle Science (WELL Center), Drexel University, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Brittney C","family":"Evans","sequence":"additional","affiliation":[{"name":"Center for Weight, Eating, and Lifestyle Science (WELL Center), Drexel University, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stephanie M","family":"Manasse","sequence":"additional","affiliation":[{"name":"Center for Weight, Eating, and Lifestyle Science (WELL Center), Drexel University, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Meghan L","family":"Butryn","sequence":"additional","affiliation":[{"name":"Center for Weight, Eating, and Lifestyle Science (WELL Center), Drexel University, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adrienne S","family":"Juarascio","sequence":"additional","affiliation":[{"name":"Center for Weight, Eating, and Lifestyle Science (WELL Center), Drexel University, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pramod","family":"Abichandani","sequence":"additional","affiliation":[{"name":"Center for Weight, Eating, and Lifestyle Science (WELL Center), Drexel University, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gerald J","family":"Martin","sequence":"additional","affiliation":[{"name":"Center for Weight, Eating, and Lifestyle Science (WELL Center), Drexel University, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gary D","family":"Foster","sequence":"additional","affiliation":[{"name":"Weight Watchers International, New York, NY, USA"},{"name":"Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2018,3,29]]},"reference":[{"issue":"8","key":"2019070404024521700_CIT0001","doi-asserted-by":"crossref","first-page":"1412","DOI":"10.1001\/jamainternmed.2015.2405","article-title":"Prevalence of overweight and obesity in the United States","volume":"175","author":"Yang","year":"2015","journal-title":"JAMA Intern Med"},{"issue":"8","key":"2019070404024521700_CIT0002","doi-asserted-by":"crossref","first-page":"1063","DOI":"10.1038\/ijo.2010.229","article-title":"Perceived weight status, overweight diagnosis, and weight control among US adults: the NHANES 2003-2008 Study","volume":"35","author":"Yaemsiri","year":"2011","journal-title":"Int J Obes (Lond)"},{"issue":"9","key":"2019070404024521700_CIT0003","doi-asserted-by":"crossref","first-page":"971","DOI":"10.1001\/jama.2016.20036","article-title":"Change in percentages of adults with overweight or obesity trying to lose weight, 1988-2014","volume":"317","author":"Snook","year":"2017","journal-title":"Jama"},{"issue":"4","key":"2019070404024521700_CIT0004","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1016\/S0005-7894(87)80004-7","article-title":"Improving long-term weight loss: pushing the limits of treatment","volume":"18","author":"Brownell","year":"1987","journal-title":"Behav Ther"},{"issue":"2","key":"2019070404024521700_CIT0005","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1093\/ajcn\/66.2.239","article-title":"A descriptive study of individuals successful at long-term maintenance of substantial weight loss","volume":"66","author":"Klem","year":"1997","journal-title":"Am J Clin Nutr"},{"issue":"1","key":"2019070404024521700_CIT0006","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/0146-6402(94)90002-7","article-title":"Behavioral treatment of obesity: thirty years and counting","volume":"16","author":"Wilson","year":"1994","journal-title":"Behav Res Ther"},{"issue":"2","key":"2019070404024521700_CIT0007","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1037\/0022-006X.72.2.341","article-title":"An ecological momentary assessment of relapse crises in dieting","volume":"72","author":"Carels","year":"2004","journal-title":"Consult Clin Psychol"},{"issue":"4","key":"2019070404024521700_CIT0008","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1016\/S1471-0153(01)00037-X","article-title":"Ecological momentary assessment of temptation and lapse in dieting","volume":"2","author":"Carels","year":"2001","journal-title":"Eat Behav"},{"key":"2019070404024521700_CIT0009","article-title":"Brief report: ecological momentary assessment of cognitive-affective responses to dietary lapses","volume-title":"Health Psychol","author":"Schumacher","year":"2018"},{"issue":"5","key":"2019070404024521700_CIT0010","doi-asserted-by":"crossref","first-page":"741","DOI":"10.1007\/s12160-017-9897-x","article-title":"Ecological momentary assessment of dietary lapses across behavioral weight loss treatment: characteristics, predictors, and relationships with weight change","volume":"51","author":"Forman","year":"2017","journal-title":"Ann Behav Med"},{"issue":"1","key":"2019070404024521700_CIT0011","doi-asserted-by":"crossref","first-page":"56","DOI":"10.7326\/0003-4819-142-1-200501040-00012","article-title":"Systematic review: an evaluation of major commercial weight loss programs in the United States","volume":"142","author":"Tsai","year":"2005","journal-title":"Ann Intern Med"},{"issue":"6","key":"2019070404024521700_CIT0012","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1177\/1357633X14537777","article-title":"Use of mobile phones as a tool for weight loss: a systematic review","volume":"20","author":"Aguilar-Mart\u00ednez","year":"2014","journal-title":"Telemed Telecare"},{"issue":"4","key":"2019070404024521700_CIT0013","doi-asserted-by":"crossref","first-page":"e86","DOI":"10.2196\/jmir.2583","article-title":"Opportunities and challenges for smartphone applications in supporting health behavior change: qualitative study","volume":"15","author":"Dennison","year":"2013","journal-title":"Med Internet Res"},{"issue":"2","key":"2019070404024521700_CIT0014","doi-asserted-by":"crossref","first-page":"174","DOI":"10.1016\/j.pec.2009.06.001","article-title":"Goal-setting for behavior change in primary care: an exploration and status report","volume":"76","author":"Bodenheimer","year":"2009","journal-title":"Patient Educ Couns"},{"issue":"4","key":"2019070404024521700_CIT0015","doi-asserted-by":"crossref","first-page":"e104","DOI":"10.2196\/mhealth.4334","article-title":"The most popular smartphone apps for weight loss: a quality assessment","volume":"3","author":"Chen","year":"2015","journal-title":"Jmir Mhealth Uhealth"},{"issue":"5","key":"2019070404024521700_CIT0016","doi-asserted-by":"crossref","first-page":"576","DOI":"10.1016\/j.amepre.2013.04.025","article-title":"Evidence-based strategies in weight-loss mobile apps","volume":"45","author":"Pagoto","year":"2013","journal-title":"Am J Prev Med"},{"issue":"3","key":"2019070404024521700_CIT0017","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1145\/2168931.2168939","article-title":"Motivating change with mobile: seven guidelines","volume":"19","author":"Morris","year":"2012","journal-title":"Interactions"},{"issue":"12","key":"2019070404024521700_CIT0018","doi-asserted-by":"crossref","first-page":"e82901","DOI":"10.1371\/journal.pone.0082901","article-title":"An adaptive physical activity intervention for overweight adults: a randomized controlled trial","volume":"8","author":"Adams","year":"2013","journal-title":"Plos One"},{"key":"2019070404024521700_CIT0019","doi-asserted-by":"crossref","first-page":"1261","DOI":"10.1037\/hea0000304","article-title":"Behavioral response to a just-in-time adaptive intervention (JITAI) to reduce sedentary behavior in obese adults: Implications for JITAI optimization","volume":"34S","author":"Thomas","year":"2015","journal-title":"Health Psychol"},{"issue":"6","key":"2019070404024521700_CIT0020","doi-asserted-by":"crossref","first-page":"1137","DOI":"10.1093\/jamia\/ocv056","article-title":"Center of excellence for mobile sensor data-to-knowledge (MD2K)","volume":"22","author":"Kumar","year":"2015","journal-title":"J Am Med Inform Assoc"},{"issue":"12","key":"2019070404024521700_CIT0021","doi-asserted-by":"crossref","first-page":"2382","DOI":"10.1017\/S1368980009005230","article-title":"Weight loss by mobile phone: a 1-year effectiveness study","volume":"12","author":"Haapala","year":"2009","journal-title":"Public Health Nutr"},{"issue":"6","key":"2019070404024521700_CIT0022","doi-asserted-by":"crossref","first-page":"540","DOI":"10.1016\/j.cct.2009.07.003","article-title":"SMART trial: a randomized clinical trial of self-monitoring in behavioral weight management-design and baseline findings","volume":"30","author":"Burke","year":"2009","journal-title":"Contemp Clin Trials"},{"issue":"2","key":"2019070404024521700_CIT0023","doi-asserted-by":"crossref","first-page":"280","DOI":"10.1080\/07315724.2008.10719701","article-title":"Evaluation of a PDA-based dietary assessment and intervention program: a randomized controlled trial","volume":"27","author":"Beasley","year":"2008","journal-title":"J Am Coll Nutr"},{"issue":"1","key":"2019070404024521700_CIT0024","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1016\/j.amepre.2012.03.016","article-title":"Using mHealth technology to enhance self-monitoring for weight loss: a randomized trial","volume":"43","author":"Burke","year":"2012","journal-title":"Am J Prev Med"},{"issue":"1","key":"2019070404024521700_CIT0025","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1097\/JCN.0000000000000120","article-title":"The use of mHealth to deliver tailored messages reduces reported energy and fat intake","volume":"30","author":"Ambeba","year":"2015","journal-title":"J Cardiovasc Nurs"},{"key":"2019070404024521700_CIT0026","doi-asserted-by":"crossref","first-page":"278","DOI":"10.1016\/j.pmedr.2017.03.017","article-title":"The SMARTER pilot study: testing feasibility of real-time feedback for dietary self-monitoring","volume":"6","author":"Burke","year":"2017","journal-title":"Prev Med Rep"},{"key":"2019070404024521700_CIT0027","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1016\/j.appet.2014.10.004","article-title":"A new look at the science of weight control: how acceptance and commitment strategies can address the challenge of self-regulation","volume":"84","author":"Forman","year":"2015","journal-title":"Appetite"},{"key":"2019070404024521700_CIT0028","article-title":"Reduced energy density eating and weight loss maintenance: 18-month follow-lip results from a randomized controlled trial","author":"Lowe","year":"2003","journal-title":"Obes Res"},{"issue":"1","key":"2019070404024521700_CIT0029","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1016\/j.jesp.2007.01.005","article-title":"Why dieters fail: testing the goal conflict model of eating","volume":"44","author":"Stroebe","year":"2008","journal-title":"J Exp Soc Psychol"},{"issue":"3","key":"2019070404024521700_CIT0030","doi-asserted-by":"crossref","first-page":"300","DOI":"10.1007\/s12160-014-9594-y","article-title":"An ecological momentary assessment of lapse occurrences in dieters","volume":"48","author":"McKee","year":"2014","journal-title":"Ann Behav Med"},{"key":"2019070404024521700_CIT0031","doi-asserted-by":"crossref","DOI":"10.17918\/etd-3058","volume-title":"Toward a Better Understanding of the Development of Overweight: A Study of Eating Behavior in the Natural Environment Using Ecological Momentary Assessment","author":"Thomas","year":"2009"},{"issue":"5","key":"2019070404024521700_CIT0032","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1037\/0278-6133.14.5.427","article-title":"Responses to hypothetical high risk situations: do they predict weight loss in a behavioral treatment program or the context of dietary lapses","volume":"14","author":"Drapkin","year":"1995","journal-title":"Health Psychol"},{"issue":"5","key":"2019070404024521700_CIT0033","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1002\/eat.20623","article-title":"Ecological momentary assessment of affect, stress, and binge-purge behaviors: day of week and time of day effects in the natural environment","volume":"42","author":"Smyth","year":"2009","journal-title":"Int J Eat Disord"},{"issue":"2","key":"2019070404024521700_CIT0034","doi-asserted-by":"crossref","first-page":"420","DOI":"10.1037\/0021-843X.117.2.420","article-title":"Impulses got the better of me: alcohol moderates the influence of implicit attitudes toward food cues on eating behavior","volume":"117","author":"Hofmann","year":"2008","journal-title":"J Abnorm Psychol"},{"issue":"2","key":"2019070404024521700_CIT0035","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1037\/0893-164X.19.2.140","article-title":"Daily fluctuations in self-control demands and alcohol intake","volume":"19","author":"Muraven","year":"2005","journal-title":"Psychol Addict Behav"},{"issue":"4","key":"2019070404024521700_CIT0036","doi-asserted-by":"crossref","first-page":"753","DOI":"10.1037\/0022-3514.78.4.753","article-title":"Don\u2019t mind if I do: disinhibited eating under cognitive load","volume":"78","author":"Ward","year":"2000","journal-title":"J Pers Soc Psychol"},{"issue":"4","key":"2019070404024521700_CIT0037","doi-asserted-by":"crossref","first-page":"670","DOI":"10.1086\/338209","article-title":"Yielding to temptation: self-control failure, impulsive purchasing, and consumer behavior","volume":"28","author":"Baumeister","year":"2002","journal-title":"J Consum Res"},{"key":"2019070404024521700_CIT0038","doi-asserted-by":"crossref","unstructured":"Tulu B , RuizC, AllardJ, et al SlipBuddy: a mobile health intervention to prevent overeating. Proceedings of the 50th Hawaii International Conference on System Sciences, 2017.","DOI":"10.24251\/HICSS.2017.436"},{"issue":"5","key":"2019070404024521700_CIT0039","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1007\/s12529-016-9627-y","article-title":"Return of the JITAI: applying a just-in-time adaptive intervention framework to the development of m-health solutions for addictive behaviors","volume":"24","author":"Goldstein","year":"2017","journal-title":"Int J Behav Med"},{"issue":"1","key":"2019070404024521700_CIT0040","first-page":"43","article-title":"Logitboost of simple bayesian classifier","volume":"29","author":"Kotsiantis","year":"2005","journal-title":"Informatica"},{"key":"2019070404024521700_CIT0041","first-page":"725","volume-title":"Bagging, boosting, and C4. 5","author":"Quinlan","year":"1996"},{"issue":"2","key":"2019070404024521700_CIT0042","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1007\/s100440200011","article-title":"Bagging, boosting and the random subspace method for linear classifiers","volume":"5","author":"Skurichina","year":"2002","journal-title":"Pattern Anal Appl"},{"key":"2019070404024521700_CIT0043","volume-title":"Using Random Forest to Learn Imbalanced Data","author":"Chen","year":"2004"},{"issue":"2\u20133","key":"2019070404024521700_CIT0044","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1023\/A:1007465528199","article-title":"Bayesian network classifiers","volume":"29","author":"Friedman","year":"1997","journal-title":"Mach Learn"},{"key":"2019070404024521700_CIT0045","article-title":"Application of machine learning to develop a predictive algorithm for weight control lapses","author":"Goldstein"},{"issue":"11","key":"2019070404024521700_CIT0046","doi-asserted-by":"crossref","first-page":"1479","DOI":"10.1080\/08870446.2010.540664","article-title":"A refined taxonomy of behaviour change techniques to help people change their physical activity and healthy eating behaviours: the CALO-RE taxonomy","volume":"26","author":"Michie","year":"2011","journal-title":"Psychol Health"},{"issue":"4","key":"2019070404024521700_CIT0047","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1007\/s40519-013-0068-1","article-title":"The role of self-efficacy, coping, and lapses in weight maintenance","volume":"18","author":"Latner","year":"2013","journal-title":"Eat Weight Disord"},{"issue":"4","key":"2019070404024521700_CIT0048","doi-asserted-by":"crossref","first-page":"488","DOI":"10.1037\/0022-006X.57.4.488","article-title":"Relapse crises and coping among dieters","volume":"57","author":"Grilo","year":"1989","journal-title":"J Consult Clin Psychol"},{"key":"2019070404024521700_CIT0049","first-page":"1","article-title":"Web-based versus in-person physical activity promotion programs for college students: differential preferences for programming content","author":"Goldstein","year":"2017","journal-title":"Health Commun"},{"issue":"1","key":"2019070404024521700_CIT0050","first-page":"50","article-title":"The technology acceptance model: past, present, and future","volume":"12","author":"Lee","year":"2003","journal-title":"Commun Assoc Inform Syst"},{"key":"2019070404024521700_CIT0051","doi-asserted-by":"crossref","DOI":"10.17918\/etd-6683","volume-title":"A Preliminary Investigation of a Personalized Risk Alert System for Weight Control Lapses","author":"Goldstein","year":"2016"},{"key":"2019070404024521700_CIT0052","first-page":"S5","article-title":"The beneficial effects of modest weight loss on cardiovascular risk factors","volume":"21","author":"Van Gaal","year":"1997","journal-title":"Int J Obes Relat Metab Disord"},{"issue":"7","key":"2019070404024521700_CIT0053","doi-asserted-by":"crossref","first-page":"1481","DOI":"10.2337\/dc10-2415","article-title":"Benefits of modest weight loss in improving cardiovascular risk factors in overweight and obese individuals with type 2 diabetes","volume":"34","author":"Wing","year":"2011","journal-title":"Diabetes Care"},{"issue":"1","key":"2019070404024521700_CIT0054","doi-asserted-by":"crossref","first-page":"e1","DOI":"10.2196\/jmir.1100","article-title":"A text message-based intervention for weight loss: randomized controlled trial","volume":"11","author":"Patrick","year":"2009","journal-title":"J Med Internet Res"},{"issue":"11","key":"2019070404024521700_CIT0055","doi-asserted-by":"crossref","first-page":"e253","DOI":"10.2196\/jmir.4836","article-title":"Mobile phone apps to promote weight loss and increase physical activity: a systematic review and meta-analysis","volume":"17","author":"Flores Mateo","year":"2015","journal-title":"j Med Internet Res"},{"key":"2019070404024521700_CIT0056","doi-asserted-by":"crossref","first-page":"S5","DOI":"10.7326\/M13-3005","article-title":"Effectiveness of a smartphone application for weight loss compared with usual care in overweight primary care patients: a randomized, controlled trial","volume":"161","author":"Laing","year":"2014","journal-title":"Ann Intern Med"},{"issue":"3","key":"2019070404024521700_CIT0057","doi-asserted-by":"crossref","first-page":"311","DOI":"10.3390\/jpm4030311","article-title":"A systematic review and meta-analysis of mobile devices and weight loss with an intervention content analysis","volume":"4","author":"Lyzwinski","year":"2014","journal-title":"J Pers Med"},{"issue":"8","key":"2019070404024521700_CIT0058","doi-asserted-by":"crossref","first-page":"1574","DOI":"10.1038\/oby.2010.335","article-title":"Ecological momentary assessment of obesogenic eating behavior: combining person-specific and environmental predictors","volume":"19","author":"Thomas","year":"2011","journal-title":"Obesity (Silver Spring)"},{"issue":"4","key":"2019070404024521700_CIT0059","doi-asserted-by":"crossref","first-page":"660","DOI":"10.1037\/a0023660","article-title":"Revisiting the affect regulation model of binge eating: a meta-analysis of studies using ecological momentary assessment","volume":"137","author":"Haedt-Matt","year":"2011","journal-title":"Psychol Bull"},{"issue":"7","key":"2019070404024521700_CIT0060","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1002\/eat.20868","article-title":"Hunger and binge eating: a meta\u2010analysis of studies using ecological momentary assessment","volume":"44","author":"Haedt\u2010Matt","year":"2011","journal-title":"Int J Eat Dis"},{"issue":"4","key":"2019070404024521700_CIT0061","doi-asserted-by":"crossref","first-page":"450","DOI":"10.1111\/obr.12492","article-title":"A meta-analysis of overall effects of weight loss interventions delivered via mobile phones and effect size differences according to delivery mode, personal contact, and intervention intensity and duration","volume":"18","author":"Schippers","year":"2017","journal-title":"Obes Rev"},{"issue":"9","key":"2019070404024521700_CIT0062","doi-asserted-by":"crossref","first-page":"1426","DOI":"10.1038\/oby.2004.179","article-title":"Achieving weight and activity goals among diabetes prevention program lifestyle participants","volume":"12","author":"Group DPPR","year":"2004","journal-title":"Obes Res"},{"issue":"(4)","key":"2019070404024521700_CIT0063","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1002\/osp4.132","article-title":"Weight loss and frequency of body weight self-monitoring in an online commercial weight management program with and without a cellular connected \u201csmart\u201d scale: a randomized pilot study","volume":"3","author":"Thomas","year":"2017","journal-title":"Obesity science & practice"},{"issue":"5","key":"2019070404024521700_CIT0064","doi-asserted-by":"crossref","first-page":"737","DOI":"10.1038\/oby.2006.84","article-title":"The Look AHEAD study: a description of the lifestyle intervention and the evidence supporting it","volume":"14","author":"Group LAR","year":"2006","journal-title":"Obesity (Silver Spring, Md.)"},{"issue":"12","key":"2019070404024521700_CIT0065","doi-asserted-by":"crossref","first-page":"2165","DOI":"10.2337\/diacare.25.12.2165","article-title":"The diabetes prevention program (DPP)","volume":"25","author":"Group DPPR","year":"2002","journal-title":"Diabetes Care"},{"issue":"6","key":"2019070404024521700_CIT0066","doi-asserted-by":"crossref","first-page":"1119","DOI":"10.1002\/oby.20169","article-title":"The mind your health project: a randomized controlled trial of an innovative behavioral treatment for obesity","volume":"21","author":"Forman","year":"2013","journal-title":"Obesity (Silver Spring)"},{"key":"2019070404024521700_CIT0067","doi-asserted-by":"crossref","first-page":"1220","DOI":"10.1037\/hea0000305","article-title":"Microrandomized trials: an experimental design for developing just-in-time adaptive interventions","volume":"34S","author":"Klasnja","year":"2015","journal-title":"Health Psychol"},{"issue":"1","key":"2019070404024521700_CIT0068","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/j.jsat.2013.08.004","article-title":"Predictive modeling of addiction lapses in a mobile health application","volume":"46","author":"Chih","year":"2014","journal-title":"J Subst Abuse Treat"}],"container-title":["Translational Behavioral Medicine"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/academic.oup.com\/tbm\/article-pdf\/9\/2\/236\/28902721\/iby016.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,17]],"date-time":"2022-08-17T10:08:24Z","timestamp":1660730904000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/tbm\/article\/9\/2\/236\/4956142"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3,29]]},"references-count":68,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2018,3,29]]},"published-print":{"date-parts":[[2019,3,1]]}},"URL":"https:\/\/doi.org\/10.1093\/tbm\/iby016","relation":{},"ISSN":["1869-6716","1613-9860"],"issn-type":[{"value":"1869-6716","type":"print"},{"value":"1613-9860","type":"electronic"}],"subject":[],"published-other":{"date-parts":[[2019,4]]},"published":{"date-parts":[[2018,3,29]]}}}