{"id":"W4392502737","doi":"10.1126/scitranslmed.abm2090","title":"Sex differences in kidney metabolism may reflect sex-dependent outcomes in human diabetic kidney disease","year":2024,"lang":"en","type":"article","venue":"Science Translational Medicine","topic":"Birth, Development, and Health","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Université Laval; University of British Columbia; Children's Hospital Research Institute of Manitoba; University of Manitoba; Research Canada; University Health Network; University of Toronto; Toronto General Hospital; Discovery Centre","funders":"","keywords":"Internal medicine; Endocrinology; Cohort; Metabolome; Medicine; Diabetes mellitus; Kidney disease; Kidney; Renal function; Type 2 diabetes; Biology; Physiology; Metabolite","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":[0.00191361,0.0002549046,0.0005959318,0.00116565,0.0001731927,0.00003709694,0.0002677738,0.00006132626,0.0006061672],"category_scores_gemma":[0.0004067297,0.0001760525,0.00005723782,0.001339042,0.0007677934,0.0002726204,0.00002290439,0.0004580043,0.00002414524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615422,"about_ca_system_score_gemma":0.002795675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002523868,"about_ca_topic_score_gemma":0.0001312688,"domain_scores_codex":[0.9963894,0.00008498394,0.0006668398,0.0007038099,0.001560901,0.0005940932],"domain_scores_gemma":[0.9983478,0.0001446724,0.00004907558,0.0002491191,0.00006473864,0.001144552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000583383,0.0002146029,0.9079292,0.0006240371,0.00002733722,0.0001698386,0.005768857,0.000003613704,0.01088749,0.07164598,0.0002630656,0.002407592],"study_design_scores_gemma":[0.002262279,0.00009353994,0.9553287,0.001290107,0.00005821438,0.000009309912,0.0002109428,0.0008885486,0.0004193748,0.03874787,0.0004800266,0.000211087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553529,0.002102392,0.0002445014,0.1295197,0.001321925,0.001050037,0.00008022419,0.0001543565,0.01017397],"genre_scores_gemma":[0.9925799,0.001127166,0.000318329,0.004790615,0.0002289283,0.00005695188,0.00006479293,0.00001813212,0.0008152024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137227,"threshold_uncertainty_score":0.7179214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0484664208269806,"score_gpt":0.3651234513788208,"score_spread":0.3166570305518402,"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."}}