{"id":"W4386570936","doi":"10.1016/j.ekir.2023.08.035","title":"Focal Segmental Glomerulosclerosis: Assessing the Risk of Relapse","year":2023,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; University Health Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"University of Toronto","keywords":"Medicine; Proteinuria; Nephrotic syndrome; Hypoalbuminemia; Focal segmental glomerulosclerosis; Internal medicine; Immunosuppression; Retrospective cohort study; Logistic regression; Pediatrics; Kidney","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":[0.00265628,0.0004414208,0.0004883389,0.001639004,0.0002759287,0.0004859917,0.0006548177,0.0005417462,0.00110185],"category_scores_gemma":[0.007431623,0.000185328,0.0006820491,0.001066212,0.0002933653,0.0006067377,0.0006414916,0.0005350247,0.0002314462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307158,"about_ca_system_score_gemma":0.0002479141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008624529,"about_ca_topic_score_gemma":0.0009758027,"domain_scores_codex":[0.9985593,0.000656613,0.0002058831,0.0002509856,0.0002378301,0.00008934651],"domain_scores_gemma":[0.9937444,0.001914735,0.003325477,0.0002654548,0.0003218506,0.000428002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009824605,0.00001036487,0.9978599,0.00001175709,0.00005251856,0.00003377407,0.00002082299,0.0001975152,0.00007782746,0.00001127351,0.00003904828,0.001586918],"study_design_scores_gemma":[0.000009187534,0.0002909834,0.9939075,0.00001946562,0.00009471827,0.001206099,0.0001060257,0.0038336,0.0002278644,0.0001176308,0.0001732303,0.00001366866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979323,0.0004404024,0.0008568594,0.00004479513,0.000004304676,0.00001880015,0.0003257075,0.00002642175,0.0003503728],"genre_scores_gemma":[0.9989471,0.00006902794,0.0006675746,0.000007861379,0.000009122769,0.00001056056,0.0002374195,0.000002872538,0.00004843078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00265628,"threshold_uncertainty_score":0.01404792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605487957597499,"score_gpt":0.3073092658156256,"score_spread":0.2912543862396506,"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."}}