{"id":"W2808777464","doi":"10.2196/mhealth.9378","title":"Longitudinal Validity and Reliability of Brief Smartphone Self-Monitoring of Diet, Stress, and Physical Activity in a Diverse Sample of Mothers","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for HIV Identification, Prevention, and Treatment Services, University of California, Los Angeles; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; Center for AIDS Research, University of California Los Angeles; National Institute of Mental Health; National Heart, Lung, and Blood Institute; William T. Grant Foundation; Center for AIDS Research, University of Washington; National Institutes of Health; Council for Science, Technology and Innovation","keywords":"mHealth; Waist; Anthropometry; Medicine; Gerontology; Body mass index; Clinical psychology; Stress measures; National Health and Nutrition Examination Survey; Psychology; Obesity; Physical therapy; Environmental health; Psychological intervention; Population; Psychiatry; Stress (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004076032,0.0003116415,0.0003033275,0.0006241064,0.000471348,0.0006476617,0.0004556422,0.0003743152,0.0007549932],"category_scores_gemma":[0.01272615,0.0003284289,0.0004802329,0.0004488311,0.0003049911,0.0004501014,0.0006346007,0.0005093293,0.0003057681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377658,"about_ca_system_score_gemma":0.0002928299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004218896,"about_ca_topic_score_gemma":0.004354194,"domain_scores_codex":[0.9984225,0.0005749261,0.000177068,0.0003280407,0.0003595409,0.0001378573],"domain_scores_gemma":[0.99488,0.001430297,0.001473855,0.000619169,0.001371686,0.0002250327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006285746,0.00007466745,0.9963018,0.00001360847,0.00005295553,0.00001991794,0.0006335987,0.00001345174,0.0002810087,0.0000111899,0.00007359478,0.002461324],"study_design_scores_gemma":[0.000005985141,0.0001992667,0.9985564,0.00001656675,0.00002432905,0.00006191165,0.0006242378,0.0001427561,0.0001321121,0.00001568111,0.0002175959,0.000003081207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990902,0.0001049823,0.0002189267,0.00003218605,0.00001048648,0.00003536284,0.0002038099,0.000003920005,0.0003001365],"genre_scores_gemma":[0.9988126,0.0001077304,0.0004013285,0.00003595227,0.000009516089,0.0001174309,0.0003117604,0.00000348125,0.0002002511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004218896,"threshold_uncertainty_score":0.02155638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09287844788926755,"score_gpt":0.4473110448716988,"score_spread":0.3544325969824312,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}