{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002792869,0.0005713595,0.0004590415,0.0007533072,0.0006816413,0.0009919244,0.0008534754,0.0008783587,0.001284393],"category_scores_gemma":[0.003966855,0.0006832783,0.001120989,0.001121973,0.0004166992,0.0007854956,0.001393322,0.001671941,0.000284249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004809111,"about_ca_system_score_gemma":0.000796889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505483,"about_ca_topic_score_gemma":0.01016625,"domain_scores_codex":[0.9992359,0.0002978732,0.00004602614,0.0001807082,0.00010082,0.0001387491],"domain_scores_gemma":[0.9979575,0.000324717,0.0008008552,0.0003459328,0.0002482834,0.0003227322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002244259,0.000101882,0.998226,0.000005062857,0.0001252625,0.00009844654,0.0001988534,0.00003503394,0.00009671381,0.00003763442,0.00006577351,0.0007849697],"study_design_scores_gemma":[0.0000141135,0.0001620781,0.9987431,0.00001160519,0.00009086524,0.0001735486,0.0002379681,0.000319885,0.00004401899,0.00003728515,0.0001610817,0.000004517287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990295,0.0002651744,0.0001654113,0.00006792806,0.000006148807,0.00000928257,0.0002763277,0.000006003529,0.000174222],"genre_scores_gemma":[0.9988239,0.0001892934,0.0002465111,0.00002739501,0.00001084484,0.00002592535,0.0004096122,0.000003963961,0.0002625832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01505483,"threshold_uncertainty_score":0.02993441,"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."}}