{"id":"W4411395801","doi":"10.1016/j.molmet.2025.102190","title":"Housing matters: Experimental variables shaping metabolism in obese mice","year":2025,"lang":"en","type":"article","venue":"Molecular Metabolism","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Centro de Investigação em Biomedicina; Novo Nordisk Foundation Center for Basic Metabolic Research; Danmarks Frie Forskningsfond; Novo Nordisk; H. Lundbeck A/S; Lundbeckfonden; Novo Nordisk Fonden; Københavns Universitet","keywords":"Metabolism; Obesity; Endocrinology; Medicine; Internal medicine; Biology","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":[0.0004609395,0.0004732492,0.001058431,0.00081384,0.0001189401,0.00008605079,0.0002952086,0.0002017763,0.0002443401],"category_scores_gemma":[0.0001367446,0.0004677232,0.0002824716,0.001060499,0.0001229241,0.0002615674,0.0002258839,0.0004789253,0.00008722927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008342175,"about_ca_system_score_gemma":0.0002132797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004468192,"about_ca_topic_score_gemma":0.00001082954,"domain_scores_codex":[0.9971582,0.0001985998,0.0006720995,0.0007409431,0.000459421,0.0007707432],"domain_scores_gemma":[0.9988154,0.00004087844,0.0001220736,0.0006914464,0.0001082978,0.0002219197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001638881,0.0004360241,0.0002451285,0.0001180738,0.0002952084,0.0005359399,0.0008040008,0.00004378381,0.9613377,0.03027445,0.0009841399,0.004761629],"study_design_scores_gemma":[0.005174648,0.0000184202,0.01162704,0.0004430905,0.0008260991,0.00007262368,0.0005186374,0.000245343,0.6742495,0.001223793,0.3050536,0.0005471834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8391704,0.1381643,0.005247507,0.003143218,0.001455029,0.0009750337,0.00001045322,0.0002214625,0.0116126],"genre_scores_gemma":[0.967292,0.0002930452,0.01311478,0.016814,0.0003109761,0.0001196306,0.00003451064,0.00009917497,0.001921936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3040695,"threshold_uncertainty_score":0.9997774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625656948872823,"score_gpt":0.293072724384829,"score_spread":0.2768161548961008,"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."}}