{"id":"W4415963141","doi":"10.1016/j.kint.2025.10.004","title":"From progression to remission: a new paradigm for success in chronic kidney disease","year":2025,"lang":"en","type":"article","venue":"Kidney International","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Seven Oaks General Hospital","funders":"","keywords":"Albuminuria; Kidney disease; Renal function; Kidney; Diabetic nephropathy; Nephropathy","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":[0.03426523,0.001253105,0.002491483,0.00221193,0.006733356,0.0163805,0.003339438,0.009781904,0.007106263],"category_scores_gemma":[0.02484664,0.0006123416,0.00121585,0.001239707,0.04102595,0.02958024,0.01301941,0.0254286,0.002268828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008870257,"about_ca_system_score_gemma":0.01765988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564874,"about_ca_topic_score_gemma":0.004412283,"domain_scores_codex":[0.9817076,0.00944184,0.001203691,0.002068766,0.004057067,0.001521178],"domain_scores_gemma":[0.9716106,0.01201748,0.001762601,0.002550253,0.003633556,0.008425517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006368972,0.0004289802,0.003301141,0.001816219,0.0001396162,0.000425597,0.009190346,0.000571064,0.001305159,0.4890319,0.1638541,0.3292989],"study_design_scores_gemma":[0.0001411974,0.0005046965,0.001785588,0.00182599,0.00007238684,0.0004778147,0.004895959,0.0006227092,0.0004380776,0.6602253,0.3288702,0.0001398958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004231394,0.09994276,0.01398162,0.8569599,0.007092988,0.00005341178,0.0000998247,0.0002734163,0.01736476],"genre_scores_gemma":[0.361056,0.1887108,0.04989761,0.3445165,0.03743024,0.000783118,0.0002965317,0.0006509335,0.0166583],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03426523,"threshold_uncertainty_score":0.181214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139414036775756,"score_gpt":0.3472247044060489,"score_spread":0.3332833007284732,"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."}}