{"id":"W4413801462","doi":"10.2337/db25-0174","title":"Lipids Engage a Kidney-Brain GDF15 Axis to Suppress Food Intake","year":2025,"lang":"en","type":"article","venue":"Diabetes","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Diabetes Canada; University of Toronto; University Health Network","funders":"University Health Network Foundation","keywords":"Food intake; Kidney; Medicine; Internal medicine; Business; Cardiology; Endocrinology","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":[0.0002891704,0.0001760304,0.000297085,0.0002568416,0.00009408375,0.00002826518,0.0001419223,0.0001927781,0.0002212953],"category_scores_gemma":[0.001028449,0.0001401924,0.0001318538,0.0005166886,0.00006694483,0.00003955981,0.00009720664,0.0002955281,0.000144776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004482852,"about_ca_system_score_gemma":0.0001084464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008741635,"about_ca_topic_score_gemma":0.00000203681,"domain_scores_codex":[0.9988281,0.00007300823,0.0002250031,0.0003115849,0.0001647445,0.000397585],"domain_scores_gemma":[0.999007,0.0001993714,0.00002719624,0.0003700703,0.00006377928,0.0003326231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001298201,0.0002994921,0.08517741,0.0005497176,0.0009169174,0.00001950079,0.001020471,0.000001947491,0.2249812,0.0007042513,0.6656413,0.02055794],"study_design_scores_gemma":[0.003319827,0.001097756,0.07219342,0.001142301,0.0002976492,0.000002879497,0.000642854,0.0002015096,0.2452473,0.0003794661,0.6750675,0.0004075432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952674,0.0005689333,0.00002046117,0.0224857,0.0007672295,0.0004574536,0.0000414341,0.000161156,0.02282362],"genre_scores_gemma":[0.979523,0.0000115385,0.0003731626,0.01330351,0.0001362693,0.00005250618,0.00006451818,0.0000216744,0.006513816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02684899,"threshold_uncertainty_score":0.5716879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008155962147797074,"score_gpt":0.2472594071723805,"score_spread":0.2391034450245834,"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."}}