{"id":"W2095541191","doi":"10.5888/pcd10.130198","title":"Overweight, Obesity, and Perception of Body Image Among Slum Residents in Nairobi, Kenya, 2008–2009","year":2013,"lang":"en","type":"article","venue":"Preventing Chronic Disease","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"African Population and Health Research Center; Wellcome Trust","keywords":"Overweight; Medicine; Obesity; Body mass index; Psychological intervention; Population; Slum; Demography; Logistic regression; Environmental health; Cross-sectional study; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002266846,0.0002202336,0.0003955667,0.0001438487,0.00006607655,0.00004410912,0.000134877,0.00007527127,0.0005427564],"category_scores_gemma":[0.0001856423,0.0002171402,0.0001478341,0.0001982245,0.0001827012,0.0005994436,0.0002910482,0.0002618801,0.00009733454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002338969,"about_ca_system_score_gemma":0.0001625557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420612,"about_ca_topic_score_gemma":0.0001345158,"domain_scores_codex":[0.9982288,0.0001253245,0.000381076,0.0004575418,0.0003912548,0.0004159641],"domain_scores_gemma":[0.9988902,0.00005885384,0.0001852332,0.0004236066,0.00009240632,0.0003496833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003233961,0.004083145,0.9844766,0.001181655,0.00003597637,0.00003670814,0.00008480291,0.000002710143,0.00813254,0.00006801901,0.0009383147,0.0009271599],"study_design_scores_gemma":[0.001431576,0.0001294021,0.9926357,0.0008737502,0.0001528873,0.000002435646,0.00003677536,0.001852628,0.0004772241,0.002198759,0.00001728906,0.0001916144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968799,0.0004453399,0.00001071437,0.0001730788,0.00006389356,0.0008678887,0.00001131128,0.00005795337,0.001489863],"genre_scores_gemma":[0.9978565,0.0000989393,0.0001448383,0.00003622267,0.000198015,0.00003907784,0.0000337811,0.00003392077,0.001558702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008159029,"threshold_uncertainty_score":0.8854722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006303020231143999,"score_gpt":0.2589398775812893,"score_spread":0.2526368573501453,"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."}}