{"id":"W1987380823","doi":"10.1038/ki.2012.428","title":"Design of the Nephrotic Syndrome Study Network (NEPTUNE) to evaluate primary glomerular nephropathy by a multidisciplinary approach","year":2013,"lang":"en","type":"article","venue":"Kidney International","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":350,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Rare Diseases Clinical Research Network; National Institute of Diabetes and Digestive and Kidney Diseases; Nephcure Foundation","keywords":"Nephrotic syndrome; Focal segmental glomerulosclerosis; Membranous nephropathy; Medicine; Minimal change disease; Disease; Kidney disease; Glomerulonephritis; Internal medicine; Pathology; Kidney","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":[0.0003950022,0.0002365313,0.0003640887,0.0001002078,0.0001147534,0.00004514091,0.000418647,0.00006140382,0.0005042966],"category_scores_gemma":[0.0002296187,0.0001574514,0.0001784905,0.0003652873,0.0001046287,0.0001525008,0.0003347746,0.0001867326,0.0001650466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285168,"about_ca_system_score_gemma":0.000249524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000102355,"about_ca_topic_score_gemma":3.196105e-7,"domain_scores_codex":[0.9976489,0.0002057563,0.0004767536,0.0003846696,0.0009763946,0.0003075231],"domain_scores_gemma":[0.9985972,0.00006973936,0.000161009,0.0004790719,0.0003015345,0.0003914347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001741813,0.01047281,0.3078578,0.0006771185,0.003197963,0.0001945609,0.005413707,0.01668342,0.04562452,0.0002349927,0.6032676,0.004633808],"study_design_scores_gemma":[0.003968752,0.00149778,0.9670326,0.0005072111,0.0005078262,0.000242731,0.0008646668,0.02218359,0.0001696348,0.0005811591,0.002023451,0.0004206733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805767,0.0005001549,0.006371727,0.005200237,0.0007465578,0.00420828,0.00008580766,0.00006277963,0.002247789],"genre_scores_gemma":[0.9888909,0.00002281125,0.005611592,0.002546752,0.0001949917,0.0004624059,0.0001153186,0.00003818858,0.002117039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6591748,"threshold_uncertainty_score":0.6420681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603635543485187,"score_gpt":0.2632997726748915,"score_spread":0.2472634172400396,"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."}}