{"id":"W2588356309","doi":"10.1093/ndt/gfw319","title":"Managing glomerular disease in pregnancy","year":2017,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; Pregnancy; Lupus nephritis; Intensive care medicine; Disease; Immunosuppression; Nephrotic syndrome; Kidney disease; Population; Proteinuria; Obstetrics; Pediatrics; Immunology; Kidney; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000255175,0.000389128,0.001769652,0.0007706035,0.000110048,0.00002286462,0.0002558937,0.0004310551,0.0001167265],"category_scores_gemma":[0.0001041125,0.0003349433,0.0005841518,0.000270226,0.0001373951,0.0001759297,0.00001313759,0.0004931514,0.0001377523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122517,"about_ca_system_score_gemma":0.0005288881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003620278,"about_ca_topic_score_gemma":0.00004152894,"domain_scores_codex":[0.9977655,0.0002575571,0.0007423636,0.0005740883,0.0002683093,0.0003922211],"domain_scores_gemma":[0.998271,0.0001415589,0.0004606322,0.0008148878,0.00003506499,0.000276866],"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":[0.0001114186,0.0001198066,0.0009676528,0.0269561,0.0003444552,0.001035943,0.0002076751,0.000004120955,9.932419e-7,0.00006773994,0.00002946312,0.9701546],"study_design_scores_gemma":[0.002419493,0.0000817438,0.01070959,0.09777377,0.0167206,0.0001688434,0.000004002122,0.0000547822,0.000001272546,0.0002607735,0.8713212,0.0004839148],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004064083,0.9960027,0.0007409335,0.0003627273,0.0001986311,0.001201782,0.00007675646,0.00007921465,0.001296579],"genre_scores_gemma":[0.001051635,0.9952304,0.00008360718,0.0002132639,0.000161512,0.0004581943,0.002381764,0.00004698412,0.0003725898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9696707,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05368957884706402,"score_gpt":0.363689104231397,"score_spread":0.309999525384333,"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."}}