{"id":"W4254910889","doi":"10.1053/snep.2003.50019","title":"Collapsing glomerulopathy","year":2003,"lang":"en","type":"review","venue":"Seminars in Nephrology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Focal segmental glomerulosclerosis; Glomerulopathy; Medicine; Nephrotic syndrome; Nephropathy; Podocyte; Pathology; Immunology; Glomerulonephritis; Internal medicine; Proteinuria; Kidney; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003459982,0.0005655227,0.002933859,0.0006692911,0.00005782931,0.00001789416,0.0001724429,0.0007812347,0.000326421],"category_scores_gemma":[0.0001955005,0.0004669322,0.0006567093,0.0009326392,0.0002288143,0.00003950781,0.00009218694,0.0007367118,0.0002804603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254389,"about_ca_system_score_gemma":0.0006420953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001025279,"about_ca_topic_score_gemma":0.000007260348,"domain_scores_codex":[0.997225,0.0003330804,0.0008632605,0.0006706167,0.0002398261,0.0006681748],"domain_scores_gemma":[0.9985523,0.0002588218,0.0002901425,0.0006196559,0.00005144542,0.0002276046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006142785,0.0001677989,0.0001171423,0.01939177,0.0001271285,0.001938241,0.00004791359,3.708818e-7,0.000001673617,0.0002097715,0.007811694,0.9701251],"study_design_scores_gemma":[0.0004576033,0.0002296346,0.00003737718,0.01940016,0.001053886,0.001925103,0.0000285981,0.000001813946,3.290222e-7,0.0002148829,0.9763009,0.0003497283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001254257,0.9908796,0.00000246881,0.0000695178,0.0005503643,0.0009579438,0.00003648579,0.00005002972,0.007328148],"genre_scores_gemma":[0.000006268112,0.9963747,0.0005190514,0.0007966369,0.0002173972,0.0001625579,0.0001125242,0.00009141194,0.001719451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9697753,"threshold_uncertainty_score":0.9997782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564964956433856,"score_gpt":0.3293848479439589,"score_spread":0.3037351983796203,"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."}}