{"id":"W2520578211","doi":"10.1111/cob.12163","title":"Adolescent obesity in contextual settings: a scoping study of multilevel and hierarchical examinations","year":2016,"lang":"en","type":"review","venue":"Clinical Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obesity; Neighbourhood (mathematics); Overweight; Environmental health; Psychological intervention; Cross-sectional study; Gerontology; Recreation; Multilevel model; Odds; Demography; Psychiatry; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00215008,0.0006465424,0.005300045,0.0002975182,0.0001096644,0.00002363212,0.0003816507,0.0007289539,0.00003820475],"category_scores_gemma":[0.004121297,0.0004772073,0.0007145716,0.0003608842,0.0006520665,0.0001324405,0.0008954899,0.002091082,0.00006352354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754025,"about_ca_system_score_gemma":0.0005148172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006313842,"about_ca_topic_score_gemma":0.0001575354,"domain_scores_codex":[0.9933491,0.001695423,0.002470231,0.001307397,0.0006424045,0.0005354616],"domain_scores_gemma":[0.9921384,0.005275073,0.000911004,0.0009291164,0.000228156,0.0005182478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005277852,0.08302969,0.3148939,0.02725319,0.0002885769,0.0001192747,0.0001409845,2.650015e-8,4.926203e-7,0.000201351,0.00008581091,0.5739339],"study_design_scores_gemma":[0.004301202,0.001709898,0.8800251,0.1034796,0.001174402,0.0000200794,0.00007569957,0.000021283,0.000001341836,0.0001201064,0.008533586,0.0005376038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5659043,0.4269699,0.0000403223,0.00007726255,0.0003328701,0.006214538,0.0001242217,0.00009692335,0.0002396878],"genre_scores_gemma":[0.4392398,0.5599365,0.0001075225,0.00007816899,0.0003946141,0.00007825999,0.0000224185,0.00005532045,0.00008737302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5733963,"threshold_uncertainty_score":0.999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333836339548577,"score_gpt":0.4442661389470924,"score_spread":0.3108825049922347,"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."}}