{"id":"W7046368251","doi":"","title":"DISTINCT PERIPHERAL IMMUNOPHENOTYPING UNDERLINES HISTOPATHOLOGICAL FEATURES IN PATIENTS WITH LUPUS NEPHRITIS IN A LARGE MULTI-CENTER COHORT","year":2023,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Medicine, University of California, San Diego; Medical Center, University of Rochester; University of California, San Diego; York University; Cedars-Sinai Medical Center; University of South Carolina; University of Cincinnati; University of Rochester; Texas Tech University","keywords":"Lupus nephritis; Immunophenotyping; Cohort; Peripheral; Connective tissue disease; Lupus erythematosus; Systemic lupus erythematosus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004133807,0.0003259662,0.0003283757,0.0008093031,0.0006286894,0.0009433419,0.000441054,0.0004394588,0.00317486],"category_scores_gemma":[0.001892991,0.0003356889,0.0002740322,0.0006339964,0.0003494753,0.000584094,0.0005598641,0.0005090803,0.0004609865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762715,"about_ca_system_score_gemma":0.0002546422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079184,"about_ca_topic_score_gemma":0.001411813,"domain_scores_codex":[0.9996305,0.00006806648,0.00003360562,0.0001388222,0.00005456615,0.00007446936],"domain_scores_gemma":[0.9991227,0.0001546256,0.0002940003,0.00009014482,0.00007300129,0.0002656144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001348681,0.0000215161,0.9969327,0.000003676438,0.00002006139,0.0004257566,0.00007676533,0.00002012844,0.0008521322,0.00002493951,0.0001868965,0.001300365],"study_design_scores_gemma":[0.000009431348,0.00006106769,0.9957431,0.000006228636,0.00003331442,0.003172029,0.0002872019,0.0001748617,0.0001846594,0.00005227238,0.0002699888,0.000005634767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992536,0.0001105539,0.000078028,0.00005060585,0.000007875199,0.000003563622,0.00008757869,0.000006056153,0.0004021321],"genre_scores_gemma":[0.9995993,0.00005599585,0.00005320889,0.00003984516,0.00001809321,0.000003249842,0.00009302354,0.000004301673,0.0001330416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00317486,"threshold_uncertainty_score":0.01062101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009294928682145695,"score_gpt":0.221499725876684,"score_spread":0.2122047971945383,"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."}}