{"id":"W2940502633","doi":"10.1186/s40608-019-0229-5","title":"A secondary analysis examining the concordance of self-perception of weight and actual measurement of body fat percentage: The CRONICAS Cohort Study","year":2019,"lang":"en","type":"article","venue":"BMC Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Fogarty International Center; National Institute of Mental Health; National Heart, Lung, and Blood Institute; Medical Research Council; Inter-American Institute for Global Change Research; World Diabetes Foundation; National Science Foundation; Blum Center for Developing Economies, University of California Berkeley; Grand Challenges Canada; Wellcome Trust; Alliance for Health Policy and Systems Research; U.S. Department of Health and Human Services; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Johns Hopkins University","keywords":"Medicine; Concordance; Cohort; Public health; Cohort study; Body fat percentage; Body mass index; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006293823,0.0001553065,0.0006524686,0.00009406843,0.0005763004,0.000006850005,0.0003105405,0.0001268928,0.001330129],"category_scores_gemma":[0.0002122256,0.00009456874,0.0001000494,0.0003192541,0.0001461525,0.0002078209,0.0002283929,0.0006347064,0.00003684229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424649,"about_ca_system_score_gemma":0.0004577629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002449122,"about_ca_topic_score_gemma":0.006463924,"domain_scores_codex":[0.9954126,0.002439111,0.0008445304,0.000314958,0.0007005575,0.0002882481],"domain_scores_gemma":[0.9962025,0.00159989,0.001031236,0.0007195181,0.0003815231,0.00006535437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001356318,0.0005379792,0.9833795,0.0009150878,0.0004259226,2.521782e-7,0.01338649,0.000006726387,0.0008481278,0.00009617512,0.0001703474,0.00009770589],"study_design_scores_gemma":[0.0009200471,0.0003419553,0.9563024,0.0001025173,0.001041967,3.839129e-7,0.04053521,0.0002275982,0.00006309027,0.000012254,0.0003695384,0.00008304336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951411,0.0002937884,0.0001448808,0.0001178885,0.0001907435,0.002327257,0.00002250662,0.00001934652,0.001742524],"genre_scores_gemma":[0.9991292,0.0002221394,0.0001933231,0.0001177017,0.00006670533,0.00004526457,0.000004565414,0.00001012169,0.0002109314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02714873,"threshold_uncertainty_score":0.9995828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915645303956651,"score_gpt":0.3830767808310603,"score_spread":0.3239203277914938,"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."}}