{"id":"W4385431935","doi":"10.1053/j.ajkd.2023.04.016","title":"Microscopic Kidney Disease in Tuberous Sclerosis Complex and Treatment With mTOR Inhibition","year":2023,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Tuberous sclerosis; Medicine; Kidney disease; Renal function; Kidney; Angiomyolipoma; PI3K/AKT/mTOR pathway; Pathology; Debulking; Glomerulosclerosis; Internal medicine; Urology; Proteinuria; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001297778,0.0002626278,0.0006676551,0.0006279208,0.000103918,0.00006820638,0.00009605618,0.00002233607,0.0001485082],"category_scores_gemma":[0.0006948846,0.0001934195,0.0001434644,0.001037376,0.0006535309,0.0001760041,0.00006068162,0.0001724392,0.00002603235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002906932,"about_ca_system_score_gemma":0.0014726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002899993,"about_ca_topic_score_gemma":0.00001232839,"domain_scores_codex":[0.9979733,0.0001651431,0.0004663324,0.0003188878,0.0005914829,0.0004849159],"domain_scores_gemma":[0.9955335,0.0001708503,0.0002445747,0.0002602026,0.0001853893,0.003605441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00303913,0.0009347325,0.9455053,0.000121374,0.00019659,0.0008072726,0.0003111405,0.00001552384,0.01358984,0.000007774817,0.01022866,0.0252427],"study_design_scores_gemma":[0.005797706,0.004216463,0.9857472,0.0016927,0.0003236067,0.0001358259,0.0005029353,0.0001669695,0.0002870829,0.0000212752,0.0009099621,0.0001983278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988506,0.0003311835,0.00001955587,0.0103159,0.00004255512,0.0003931196,0.0003062644,0.0000538795,0.00003157196],"genre_scores_gemma":[0.9959425,0.0007785122,0.0003739271,0.002446664,0.0001627612,0.00003690028,0.0001256786,0.00005065231,0.00008244588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04024188,"threshold_uncertainty_score":0.7887419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917508903505117,"score_gpt":0.2974980792720626,"score_spread":0.2583229902370114,"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."}}