{"id":"W3124579964","doi":"10.1016/j.kint.2020.10.003","title":"Therapeutic transformation for diabetic kidney disease","year":2021,"lang":"en","type":"letter","venue":"Kidney International","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Albuminuria; Diabetic nephropathy; Urology; Kidney disease; Internal medicine; Kidney; Post-hoc analysis; Endocrinology; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004132761,0.0008483249,0.001320915,0.001074498,0.008921944,0.006242895,0.001821434,0.08680925,0.01481675],"category_scores_gemma":[0.0209522,0.0006651148,0.00189243,0.0009099421,0.005245441,0.004079286,0.004784747,0.06966988,0.004864459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007118877,"about_ca_system_score_gemma":0.01142337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006979367,"about_ca_topic_score_gemma":0.01731027,"domain_scores_codex":[0.9959848,0.00113553,0.0004481527,0.0003615247,0.001065134,0.001004794],"domain_scores_gemma":[0.9915828,0.003627564,0.0004756958,0.000249911,0.0009677485,0.003096337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004012065,0.00006702662,0.0004582361,0.00005142438,0.00001432658,0.003308093,0.000160731,0.0000999214,0.0001362748,0.01498179,0.9691266,0.01155547],"study_design_scores_gemma":[0.0001444863,0.00005841727,0.0009647954,0.0004549442,0.00002523065,0.003460317,0.0003910365,0.0004342662,0.0001174581,0.02480555,0.96909,0.00005349944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002369824,0.00188161,0.00007874829,0.9754927,0.01559358,0.000008151186,0.00001028613,0.00001216446,0.006685678],"genre_scores_gemma":[0.00369895,0.001414097,0.0001742691,0.9458713,0.03894465,0.00003072792,0.00001412608,0.00001486656,0.009836976],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08680925,"threshold_uncertainty_score":0.05165136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166637520982314,"score_gpt":0.2733805027659446,"score_spread":0.2517141275561214,"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."}}