{"id":"W4362465321","doi":"10.1097/md.0000000000033366","title":"Management of diabetic kidney disease: where do we stand?: A narrative review","year":2023,"lang":"en","type":"review","venue":"Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rogue Research (Canada)","funders":"","keywords":"Medicine; Kidney disease; Narrative review; MEDLINE; Disease management; Disease; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171961,0.0008475577,0.001918565,0.004713441,0.0005487865,0.001841849,0.000973632,0.001294188,0.00454235],"category_scores_gemma":[0.00485153,0.0002850069,0.00120457,0.006130676,0.0004295275,0.002144765,0.0008059496,0.001032979,0.0007336728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018785,"about_ca_system_score_gemma":0.003627777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002369918,"about_ca_topic_score_gemma":0.005354444,"domain_scores_codex":[0.9993302,0.0001637511,0.0002313025,0.00008040953,0.0001551246,0.00003924977],"domain_scores_gemma":[0.9972892,0.001753037,0.0004710732,0.00002992349,0.0003876221,0.00006923175],"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":[0.0001378182,0.00005775704,0.0006830493,0.3581625,0.0005726374,0.000543335,0.0004382608,0.0002007177,0.0003502469,0.003164421,0.0431463,0.592543],"study_design_scores_gemma":[0.0000499966,0.0001456941,0.002562064,0.3882143,0.003263355,0.003715099,0.0007453765,0.000141316,0.0001979217,0.002344423,0.5985672,0.00005313581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007347401,0.9989989,0.00003274015,0.0004255755,0.0001419752,0.000007695,0.00003006988,0.00000210542,0.0002873956],"genre_scores_gemma":[0.0006450403,0.9987185,0.000100784,0.0002889215,0.000140083,0.000009907265,0.0000258668,6.647969e-7,0.00007027725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004713441,"threshold_uncertainty_score":0.01519567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04674425817462664,"score_gpt":0.3635987022351573,"score_spread":0.3168544440605306,"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."}}