{"id":"W4392444808","doi":"10.21203/rs.3.rs-3988068/v1","title":"Renal vascular lesions in Childhood-onset Lupus Nephritis","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Lupus nephritis; Medicine; Nephritis; Pathology; Disease","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":[0.0003785919,0.0002357478,0.0002755963,0.001218034,0.0002342593,0.0006621709,0.0001647348,0.0006060866,0.005897358],"category_scores_gemma":[0.002108564,0.000163241,0.000114584,0.0008136886,0.0004168462,0.0002736014,0.0002765033,0.0004522701,0.0005484379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003734049,"about_ca_system_score_gemma":0.000284902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234499,"about_ca_topic_score_gemma":0.001543463,"domain_scores_codex":[0.9998221,0.00005047915,0.00001428598,0.00002566492,0.00004961822,0.00003797351],"domain_scores_gemma":[0.9993284,0.0003911987,0.00009579489,0.00003668121,0.0000447862,0.000103219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005638943,0.0005259114,0.6142969,0.001433948,0.0001984552,0.1391861,0.001279912,0.002482957,0.01547687,0.01338102,0.03798655,0.1681123],"study_design_scores_gemma":[0.0001503402,0.0002634977,0.8437764,0.0001829754,0.0001305761,0.1212026,0.0007387041,0.001891395,0.004082,0.006493384,0.0210623,0.0000258674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432255,0.01258726,0.000840771,0.001778785,0.0004023701,0.00003028307,0.001076138,0.0001216698,0.03993732],"genre_scores_gemma":[0.986627,0.004744973,0.0005731094,0.00006417606,0.0005262248,0.00000550817,0.0005243137,0.0000283226,0.006906203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005897358,"threshold_uncertainty_score":0.01972866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05364171499640125,"score_gpt":0.3907548276190808,"score_spread":0.3371131126226795,"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."}}