{"id":"W4320709875","doi":"10.1172/jci165654","title":"Molecular pathways that drive diabetic kidney disease","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Investigation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":315,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Kidney; Albuminuria; Kidney disease; Endocrinology; Diabetes mellitus; Podocyte; Internal medicine; Oxidative stress; Renal function; Diabetic nephropathy; Fibrosis; Medicine; Biology; Actin cytoskeleton; Proteinuria; Cell; Cytoskeleton; Biochemistry","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001743897,0.0004128683,0.003082673,0.0003451234,0.00004814467,0.000055773,0.0002802735,0.0004743743,0.00008856806],"category_scores_gemma":[0.01772577,0.0002954591,0.002695197,0.0004385311,0.0002454536,0.0001642584,0.00009071062,0.001248708,0.0002722696],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546648,"about_ca_system_score_gemma":0.009091851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000011164,"about_ca_topic_score_gemma":1.0999e-7,"domain_scores_codex":[0.9948367,0.0005853079,0.002974372,0.0003798493,0.0008976594,0.0003260848],"domain_scores_gemma":[0.9911589,0.001267775,0.002786697,0.0005403828,0.0003438761,0.003902342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001721944,0.0008591634,0.00770569,0.08928492,0.003750212,0.003643501,0.00006892462,0.000006751027,0.00001264748,0.0009772236,0.09256466,0.8009541],"study_design_scores_gemma":[0.002261792,0.0005500098,0.001833319,0.1095756,0.01650909,0.00004304534,0.00001430359,0.00009733582,0.00001951634,0.007457169,0.8611652,0.0004737002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003291182,0.9932506,0.00002237639,0.001174792,0.00129001,0.0006644644,0.0000915956,0.00005885195,0.0001561095],"genre_scores_gemma":[0.0003736762,0.9941268,0.0002099323,0.002820597,0.001863451,0.00002438833,0.0003444263,0.0001046916,0.0001320274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8004804,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1921302012424787,"score_gpt":0.4263697159941644,"score_spread":0.2342395147516857,"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."}}