{"id":"W2612520604","doi":"10.1089/met.2017.0072","title":"Physical Activity, Body Mass Index, and Clustered Metabolic Risk in U.S. Adolescents: 2007–2012 Nhanes","year":2018,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Medicine; Overweight; Body mass index; National Health and Nutrition Examination Survey; Percentile; Obesity; Demography; Internal medicine; Gerontology; Endocrinology; Environmental health; Population","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002906049,0.0005046485,0.001226236,0.0004049577,0.0001967544,0.00005069327,0.0001543196,0.0003515487,0.00008670177],"category_scores_gemma":[0.0001092859,0.0004201703,0.0001827082,0.0008095959,0.0006827494,0.0005333117,0.0002263886,0.0009143143,0.0001291344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002344987,"about_ca_system_score_gemma":0.00005119946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008767132,"about_ca_topic_score_gemma":0.0001679568,"domain_scores_codex":[0.9973832,0.0002878199,0.0003355537,0.0007980218,0.0004759445,0.0007194073],"domain_scores_gemma":[0.9987901,0.00007128681,0.0001973708,0.0004890242,0.00006812129,0.0003840533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003566909,0.01066517,0.9483607,0.0002641935,0.0008341159,0.00008152184,0.0007770481,0.000006385998,0.00166363,0.0005613909,0.0001387878,0.03629038],"study_design_scores_gemma":[0.004970117,0.0003698569,0.9846042,0.0001727378,0.0007127852,0.0001541748,0.0001652544,0.002072722,0.0004304736,0.004024827,0.00185255,0.0004703192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925039,0.004503781,0.00002459067,0.0004333114,0.0003936119,0.0007399357,0.00001773964,0.0001228767,0.001260228],"genre_scores_gemma":[0.9955829,0.00349881,0.0000287214,0.00008358742,0.0001934087,0.00003449582,0.000009444975,0.00007404665,0.0004946108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0362435,"threshold_uncertainty_score":0.999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00647461513348003,"score_gpt":0.2481133214667237,"score_spread":0.2416387063332437,"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."}}