{"id":"W2727485529","doi":"10.1097/md.0000000000007429","title":"Rituximab alone as induction therapy for membranous lupus nephritis","year":2017,"lang":"en","type":"article","venue":"Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-François d'Assise","funders":"","keywords":"Medicine; Lupus nephritis; Rituximab; Proteinuria; Internal medicine; Gastroenterology; Creatinine; Hydroxychloroquine; Systemic lupus erythematosus; Renal function; Renal biopsy; Nephrotic syndrome; Surgery; 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":[0.0009344384,0.00023585,0.0008057351,0.0002248809,0.0004924417,0.00004353918,0.0003514546,0.0001935122,0.0006770332],"category_scores_gemma":[0.001624327,0.0001673957,0.0001178421,0.0001096259,0.0004359143,0.0001604774,0.00005844322,0.0002837671,0.0002021385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308122,"about_ca_system_score_gemma":0.0001759943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007680943,"about_ca_topic_score_gemma":0.00003676145,"domain_scores_codex":[0.9978107,0.00005095182,0.0004192432,0.000450635,0.0007697149,0.0004987236],"domain_scores_gemma":[0.9977049,0.0001659334,0.0002119448,0.001254282,0.0003670086,0.0002958949],"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":[0.007025694,0.001354227,0.1021374,0.002639852,0.0008935456,0.0008769546,0.007876787,5.973519e-7,0.2023897,0.00191746,0.2557769,0.4171108],"study_design_scores_gemma":[0.1394291,0.008884749,0.01961894,0.004873801,0.0003426872,0.07283302,0.003465601,0.0003566355,0.03296508,0.004557434,0.7118566,0.0008163381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930323,0.005383912,0.0003699747,0.0412094,0.002810262,0.002523419,0.000008812405,0.0001562237,0.01721498],"genre_scores_gemma":[0.9755182,0.001955844,0.0003976511,0.0009961145,0.003055398,0.0002935507,0.0000508258,0.00007544978,0.01765697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4560797,"threshold_uncertainty_score":0.7413039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05739068509683406,"score_gpt":0.3666038633192087,"score_spread":0.3092131782223747,"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."}}