{"id":"W4416501537","doi":"10.1111/eci.70151","title":"Obesity phenotypes and atherogenic dyslipidemias","year":2025,"lang":"en","type":"article","venue":"European Journal of Clinical Investigation","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Obesity; Phenotype; Atherosclerotic cardiovascular disease; Precision medicine; Psychological intervention; Clinical phenotype","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":[0.002770144,0.00009075442,0.000361647,0.00009305003,0.00005433642,0.00001968106,0.00007951428,0.00003677994,0.00002855605],"category_scores_gemma":[0.004440702,0.00006887264,0.0001559901,0.0001352395,0.0002157714,0.0001377878,0.00002702067,0.0002499355,0.0000193774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000994389,"about_ca_system_score_gemma":0.000239334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001112217,"about_ca_topic_score_gemma":8.196716e-7,"domain_scores_codex":[0.9978856,0.0005751628,0.001156063,0.0001213006,0.0001722512,0.00008964485],"domain_scores_gemma":[0.9984739,0.0002903593,0.0005300822,0.0001408225,0.0002935942,0.0002712697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004886893,0.0002382854,0.8141558,0.0001858032,0.0004075718,0.00008455326,0.0003804548,0.000031948,0.001443674,0.009030979,0.01065434,0.1628979],"study_design_scores_gemma":[0.00177221,0.0001892374,0.9396411,0.0003025969,0.0004176983,0.00002801409,0.00003879057,0.0001038583,0.0004171217,0.002320219,0.05470787,0.00006125552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882064,0.001410889,0.0009924365,0.002159215,0.000482249,0.00009460005,9.225813e-7,0.0000192593,0.006633968],"genre_scores_gemma":[0.9904865,0.0005200462,0.003753044,0.002760828,0.001162376,3.517962e-7,0.000004722687,0.00001226417,0.001299879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1628367,"threshold_uncertainty_score":0.5316256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05822453840485865,"score_gpt":0.3499077331616947,"score_spread":0.2916831947568361,"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."}}