{"id":"W4385631654","doi":"10.1136/lupus-2023-kcr.72","title":"LSO-100 Does early complete remission preclude adverse outcomes in lupus nephritis?","year":2023,"lang":"en","type":"article","venue":"","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; McMaster University","funders":"","keywords":"Lupus nephritis; Medicine; Proteinuria; Internal medicine; Kidney disease; Concomitant; Creatinine; Gastroenterology; Urinary system; Renal function; Stage (stratigraphy); Urology; Disease; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002371041,0.0001522877,0.0004165586,0.0004012363,0.0003583753,0.000902506,0.0004163891,0.0005059444,0.009787],"category_scores_gemma":[0.006374307,0.00009297235,0.0004871668,0.000780234,0.0004535165,0.000492428,0.0004451819,0.0005493935,0.001324129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008990339,"about_ca_system_score_gemma":0.001176679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004240496,"about_ca_topic_score_gemma":0.01103294,"domain_scores_codex":[0.9990867,0.0003916005,0.0001068911,0.00006571857,0.0001993669,0.000149746],"domain_scores_gemma":[0.9954553,0.001331911,0.001729823,0.0002024228,0.0003094395,0.0009710873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006934512,0.0002439867,0.8689002,0.0006663788,0.0001945851,0.0004645643,0.0001856022,0.0002150563,0.0006072658,0.0008983951,0.009360806,0.1113286],"study_design_scores_gemma":[0.0005562592,0.001414313,0.9743704,0.0004197384,0.0002510631,0.001712466,0.0004211387,0.0006430543,0.0004178076,0.001957899,0.01781221,0.00002372679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374804,0.01110975,0.0008926124,0.008448132,0.0001954167,0.0001654105,0.006140593,0.0001307795,0.03543678],"genre_scores_gemma":[0.994117,0.001060532,0.0004869789,0.0009135017,0.0001868461,0.00004766114,0.001835539,0.00001524369,0.001336689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009787,"threshold_uncertainty_score":0.03274077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384063580662043,"score_gpt":0.3357133164861281,"score_spread":0.2918726806795077,"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."}}