{"id":"W4400149828","doi":"10.1016/j.cdnut.2024.102535","title":"Longitudinal Changes in Adherence to US Dietary Guidelines and Associations With Body Mass Index Among Adolescents in the Growing Up Today Study: A Change-in-Change Study","year":2024,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Body mass index; Index (typography); Longitudinal study; Gerontology; Environmental health; Psychology; Medicine; Computer science; Endocrinology","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":[0.0007779487,0.0002708466,0.000427686,0.0007271491,0.00005830999,0.00007257242,0.0001524166,0.00006790846,0.000003171792],"category_scores_gemma":[0.00009943012,0.0002185698,0.00002406373,0.001489324,0.00002886831,0.0005949989,0.0001443351,0.0005238146,0.000005142474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000419823,"about_ca_system_score_gemma":0.00004613083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174568,"about_ca_topic_score_gemma":0.02545085,"domain_scores_codex":[0.9977208,0.0002203909,0.0004429887,0.0005897199,0.0006275811,0.0003985362],"domain_scores_gemma":[0.9995114,0.00007846759,0.00006849754,0.000168728,0.00009442439,0.00007848228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007706244,0.01096624,0.9738362,0.000458856,0.00002741336,0.0001941986,0.00689788,8.368724e-7,0.00001650811,0.000004451636,0.00002547705,0.007494892],"study_design_scores_gemma":[0.002993079,0.0006244811,0.9858763,0.007025154,0.00003869673,0.000002385174,0.002873567,0.0002037591,0.00001350298,0.00008609262,0.0000273752,0.0002355867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937006,0.0005707681,0.000003399302,0.0006147356,0.0004374727,0.004615464,0.00001516307,0.00003399335,0.000008422304],"genre_scores_gemma":[0.9967661,0.000207176,0.00005291316,0.0001370507,0.0002253251,0.002538576,0.00004591064,0.00002268745,0.000004238463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02427628,"threshold_uncertainty_score":0.9923322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279854998508159,"score_gpt":0.3830881681820412,"score_spread":0.2551026683312253,"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."}}