{"id":"W4403832324","doi":"10.1681/asn.2024vexpvzee","title":"Clinical and Histological Predictors of Outcomes in C3 Glomerulopathy","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Glomerulopathy; Internal medicine; Kidney Glomerulus; Urology; Pathology; Glomerulonephritis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002586313,0.0004536263,0.0002348251,0.0007008163,0.0003062778,0.0005228267,0.0005273949,0.0005097596,0.001662778],"category_scores_gemma":[0.005812562,0.0001449358,0.0004838675,0.0006874642,0.0003948486,0.0003047969,0.0005380992,0.0007616357,0.0002019074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003335957,"about_ca_system_score_gemma":0.0005157067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00223802,"about_ca_topic_score_gemma":0.00233066,"domain_scores_codex":[0.99937,0.0002505589,0.00004685002,0.0001146791,0.0001346551,0.00008335352],"domain_scores_gemma":[0.9954448,0.001752982,0.001524065,0.0003205068,0.0003454591,0.0006122509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001731158,0.00001877983,0.9987921,0.000005055309,0.00003204541,0.00002262156,0.00001070281,0.0002266102,0.00006165396,0.00001053987,0.00003962332,0.0006071331],"study_design_scores_gemma":[0.00001507891,0.0001226849,0.9972816,0.000005103268,0.0000484036,0.0001391835,0.00003625196,0.002023499,0.0001496503,0.00009662462,0.00007853795,0.000003352805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993346,0.0001158436,0.0001918264,0.00003929482,0.000002932457,0.000004748613,0.0001761,0.000003152176,0.0001314241],"genre_scores_gemma":[0.999678,0.00001911018,0.00008144098,0.000006374584,0.000006000395,0.000003705235,0.0001666207,0.000001674514,0.00003703315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002586313,"threshold_uncertainty_score":0.01367795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349527340535772,"score_gpt":0.3170541845839482,"score_spread":0.2935589111785905,"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."}}