{"id":"W4390586313","doi":"10.1210/clinem/dgae004","title":"DXA-based Fat Mass With Risk of Worsening Insulin Resistance in Adolescents: A 9-Year Temporal and Mediation Study","year":2024,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Jenny ja Antti Wihurin Rahasto; Canadian Society of Endocrinology and Metabolism; Paulon Säätiö; Orionin Tutkimussäätiö; Sydäntutkimussäätiö; British Heart Foundation; Wellcome Trust; Foundation for Cardiovascular Research; Research Councils UK; Alfred Kordelinin Säätiö; Aarne Koskelon Säätiö; Medical Research Council; Yrjö Jahnssonin Säätiö; Suomen Kulttuurirahasto; Ida Montinin Säätiö; Paavo Nurmen Säätiö; University of Bristol; Wellcome","keywords":"Insulin resistance; Mediation; Resistance (ecology); Internal medicine; Fat mass; Medicine; Endocrinology; Psychology; Insulin; Body mass index; Biology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004242328,0.0001635682,0.0005760371,0.0001298596,0.00006852512,0.00001338073,0.0002799743,0.00007438198,0.00006173164],"category_scores_gemma":[0.000911891,0.0001022423,0.00008184103,0.0003197833,0.0005841031,0.0002160057,0.00009455896,0.001222476,0.00001850849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005084757,"about_ca_system_score_gemma":0.00006009479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703951,"about_ca_topic_score_gemma":0.0005501609,"domain_scores_codex":[0.9955785,0.002029059,0.001275141,0.0003000537,0.0004968841,0.0003203345],"domain_scores_gemma":[0.9978639,0.0009967431,0.0007346086,0.0002600104,0.00002164318,0.0001230258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009234933,0.0003023069,0.9855193,0.00002130578,0.00007289343,0.0001298453,0.0008767704,0.0007152455,0.0001989289,0.00003159889,0.00002361463,0.01118468],"study_design_scores_gemma":[0.00303345,0.0003325301,0.9927982,0.0001743556,0.0001826438,0.0000128473,0.0008518337,0.000379942,0.0001368243,0.0008092659,0.001183305,0.0001048185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946151,0.002035774,0.001565601,0.001086842,0.0002201871,0.0003452309,0.000004667636,0.00001032339,0.0001162754],"genre_scores_gemma":[0.9960446,0.001477289,0.002039832,0.0002392912,0.0001588876,0.00000506479,4.010054e-7,0.00001850261,0.00001612418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01107986,"threshold_uncertainty_score":0.5311116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327263480635834,"score_gpt":0.3267944126557802,"score_spread":0.3035217778494219,"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."}}