{"id":"W4400148105","doi":"10.1016/j.cdnut.2024.103575","title":"Secular Trends in Body Composition, BMI, and Body Weight Among US Adults 20-59y","year":2024,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Children's Health Foundation; Presbyterian Health Foundation","keywords":"Secular variation; Composition (language); Body mass index; Body weight; Demography; Gerontology; Medicine; Endocrinology; Sociology; Art","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002875211,0.0002993571,0.0003143696,0.001288182,0.0001514449,0.0001228411,0.0001221857,0.0001981518,0.00004850111],"category_scores_gemma":[0.00001062608,0.0003355594,0.00006026575,0.001083245,0.00008014602,0.0005146865,0.00004432204,0.0004942782,0.00002838549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005269977,"about_ca_system_score_gemma":0.00003569043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000484924,"about_ca_topic_score_gemma":0.0001206714,"domain_scores_codex":[0.9975687,0.0001426845,0.000728198,0.0006430657,0.0003605064,0.0005568115],"domain_scores_gemma":[0.999452,0.00004298841,0.00007628696,0.0001596267,0.00007655201,0.0001925249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001661313,0.007537742,0.7561799,0.008696522,0.00004725574,0.0003885396,0.003422785,0.000002323913,0.005956691,0.0003648313,0.0310835,0.1846586],"study_design_scores_gemma":[0.007015332,0.0002183792,0.9235247,0.01096655,0.00004918106,0.00006281602,0.0001219321,0.001012433,0.002811952,0.0008890408,0.05261707,0.0007105471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850777,0.01008201,0.0000229988,0.0005632711,0.003123487,0.0007090286,0.00009556333,0.0001518662,0.0001740057],"genre_scores_gemma":[0.9950482,0.001253649,0.0006347537,0.00007542187,0.0002453802,0.0003684009,0.002313996,0.00003967072,0.00002049099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1839481,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371892801701335,"score_gpt":0.3079567319126066,"score_spread":0.2942378038955933,"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."}}