{"id":"W1995950710","doi":"10.1097/fjc.0b013e3181ad2190","title":"Pathophysiology of Diabetic Nephropathy: Involvement of Multifaceted Signalling Mechanism","year":2009,"lang":"en","type":"review","venue":"Journal of Cardiovascular Pharmacology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Israel Science Foundation","keywords":"Diabetic nephropathy; Medicine; Pathogenesis; Mechanism (biology); Nephropathy; Disease; Diabetes mellitus; Pathophysiology; Bioinformatics; Pharmacology; Immunology; Internal medicine; Endocrinology; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001407973,0.0004961169,0.006875655,0.0006776422,0.0000300385,0.000004244092,0.0003615531,0.000460739,0.000226251],"category_scores_gemma":[0.0001597303,0.0003835334,0.006935886,0.0003821076,0.0001617252,0.00006268625,0.0001015561,0.0007589065,0.000008028706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480362,"about_ca_system_score_gemma":0.001984428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004867495,"about_ca_topic_score_gemma":4.772096e-8,"domain_scores_codex":[0.9954036,0.0009164878,0.002164581,0.0003367788,0.0007459382,0.0004325934],"domain_scores_gemma":[0.9961659,0.0002747368,0.001993915,0.0004419391,0.000745596,0.0003778898],"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":[0.0001775286,0.0008423217,0.000002363093,0.03287314,0.03310849,0.0007721983,0.00008734526,0.0002982229,0.01467841,0.00002201945,0.0009552536,0.9161827],"study_design_scores_gemma":[0.01058402,0.003322424,0.00001464359,0.01736803,0.1391764,0.0004166701,0.00006249756,0.000132288,0.0171409,0.0005835332,0.8105677,0.000630857],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003790067,0.9940394,0.0003379736,0.00002200136,0.0007988631,0.0009136316,0.0000377107,0.00001088162,0.00004948762],"genre_scores_gemma":[0.004132727,0.9940062,0.0005570491,0.0002184505,0.0009492018,0.00002160601,0.00004287755,0.00006070185,0.00001123659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9155518,"threshold_uncertainty_score":0.9998617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138197597814806,"score_gpt":0.3214613955433661,"score_spread":0.290079419565218,"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."}}