{"id":"W2603544482","doi":"10.2337/db16-0796","title":"Proximal Tubulopathy: Prime Mover and Key Therapeutic Target in Diabetic Kidney Disease","year":2017,"lang":"en","type":"review","venue":"Diabetes","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":351,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Canada Research Chairs","keywords":"Nephron; Kidney disease; Medicine; Diabetic nephropathy; Glomerulus; Kidney; Tubulopathy; Diabetes mellitus; Disease; Podocyte; Pathology; Internal medicine; Endocrinology; Proteinuria","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003676632,0.0008434525,0.002777621,0.000396626,0.000137202,0.0001658518,0.0003647262,0.0003683549,0.0003096173],"category_scores_gemma":[0.001156879,0.0006618197,0.0006066071,0.0002008759,0.000314413,0.0002110716,0.0002407547,0.000597354,0.0001696823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167883,"about_ca_system_score_gemma":0.002639733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006665153,"about_ca_topic_score_gemma":3.777676e-7,"domain_scores_codex":[0.996716,0.0001805049,0.0007354218,0.0009749467,0.0004230093,0.0009701675],"domain_scores_gemma":[0.9964673,0.0002283062,0.0003769522,0.001274524,0.00006586475,0.001587067],"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":[0.00004393419,0.0008336066,0.08718062,0.08356524,0.0007944035,0.0002151773,0.0001056801,8.889431e-8,0.00001696809,0.0001898314,0.002264982,0.8247895],"study_design_scores_gemma":[0.001627594,0.000127642,0.007665156,0.02981564,0.002900641,0.000002233834,0.000004198759,0.00009991125,0.00002652616,0.0006191267,0.9563105,0.0008008998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003616179,0.9921154,4.59898e-7,0.0002827384,0.0002424895,0.002149787,0.0004825589,0.0001044157,0.001005908],"genre_scores_gemma":[0.003075797,0.9922429,0.00006136915,0.00110804,0.0005100371,0.0006575685,0.001223638,0.0001790663,0.000941566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9540455,"threshold_uncertainty_score":0.9995833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665644889254491,"score_gpt":0.3209577802970399,"score_spread":0.284301331404495,"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."}}