{"id":"W4407565388","doi":"10.34067/kid.0000000738","title":"Second Trimester Kidney Function and Adverse Pregnancy Outcomes among Patients with Lupus","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Division of Diabetes, Endocrinology, and Metabolic Diseases; American Kidney Fund","keywords":"Systemic lupus erythematosus; Pregnancy; Obstetrics; Adverse effect; Medicine; Renal function; Function (biology); Internal medicine; Biology","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":[0.0001356856,0.0002214108,0.0004172875,0.0002795933,0.00009193628,0.00002791039,0.00008512051,0.000135049,0.0004059586],"category_scores_gemma":[0.0003433521,0.0001516627,0.00007319701,0.0003016992,0.0001256845,0.000196709,0.00008297857,0.0002257232,0.0000549425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112889,"about_ca_system_score_gemma":0.0003706341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002011537,"about_ca_topic_score_gemma":0.0000136066,"domain_scores_codex":[0.9985352,0.00006210369,0.000300144,0.0004093978,0.0003515455,0.0003416254],"domain_scores_gemma":[0.9987087,0.00008099479,0.00008075703,0.0004882184,0.0001946876,0.0004466991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002387623,0.0001400562,0.959269,0.0008212222,0.0002231604,0.00001117498,0.0002339424,7.126257e-8,0.00004856238,0.00007457702,0.03810773,0.0008317702],"study_design_scores_gemma":[0.0123262,0.0003025054,0.9673829,0.002883804,0.000189466,0.00006629193,0.0001996115,0.0000211046,0.0001116987,0.0001151413,0.01622146,0.0001798153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971095,0.0001935167,0.0001072457,0.0007958471,0.0006918886,0.001342224,0.00003380409,0.0001014006,0.02563903],"genre_scores_gemma":[0.8899714,0.00001244248,0.0001294846,0.001772375,0.00002784548,0.00006237962,0.00007809882,0.00003417852,0.1079118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08227275,"threshold_uncertainty_score":0.6184626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00767817760216652,"score_gpt":0.2500773364480343,"score_spread":0.2423991588458678,"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."}}