{"id":"W4415426950","doi":"10.1093/ndt/gfaf116.011","title":"#623 SGLT2 inhibitors in adult patients with Alport syndrome: a single center Italian experience","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Alport syndrome; Proteinuria; Renal function; Single Center; Kidney disease; Retrospective cohort study; Cohort; Nephrology; Cohort study","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":[0.000426334,0.0003883979,0.0006203865,0.0004633043,0.0004481577,0.0006901582,0.0002180927,0.0004003814,0.001253709],"category_scores_gemma":[0.0008683091,0.0001524476,0.0004809411,0.0007580388,0.0002818266,0.0002839118,0.0003566703,0.0003150423,0.0002735558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004221069,"about_ca_system_score_gemma":0.0005856067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200409,"about_ca_topic_score_gemma":0.002210772,"domain_scores_codex":[0.9996642,0.00008949691,0.00004518093,0.00008714286,0.00004915427,0.00006494783],"domain_scores_gemma":[0.9994641,0.00008726321,0.0001947669,0.00003473332,0.00003468989,0.000184442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099935,0.0009158576,0.9642517,0.0001882943,0.0002010319,0.01315597,0.0006981551,0.0001240102,0.001184153,0.0001441981,0.001398109,0.01663849],"study_design_scores_gemma":[0.0003826166,0.004039622,0.9605382,0.0001343937,0.000309562,0.02834726,0.0007717827,0.0005313792,0.0002914779,0.0001295561,0.00448837,0.00003572623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970433,0.001531785,0.0001607532,0.0001092676,0.00001794891,0.00003725298,0.0001737157,0.000007216016,0.0009188079],"genre_scores_gemma":[0.9976791,0.001116655,0.0002297906,0.0002272974,0.0001353724,0.00003447294,0.0003182395,0.000005408224,0.0002538524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00200409,"threshold_uncertainty_score":0.00419414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007362382971434208,"score_gpt":0.2570890909942716,"score_spread":0.2497267080228374,"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."}}