{"id":"W2791262390","doi":"10.1097/mnh.0000000000000405","title":"An update on predicting renal progression in IgA nephropathy","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Nephrology & Hypertension","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto; Stornoway Diamond (Canada)","funders":"","keywords":"Proteinuria; Medicine; Renal function; Nephropathy; Internal medicine; Biomarker; Renal biopsy; Observational study; Cohort; Surrogate endpoint; Intensive care medicine; Urology; Kidney; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002867152,0.001312378,0.004749519,0.004250654,0.0003092038,0.002083319,0.002205301,0.002236244,0.006053736],"category_scores_gemma":[0.009835436,0.0004935102,0.002988948,0.003368344,0.0004858486,0.002121457,0.001029941,0.002872133,0.002546498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132591,"about_ca_system_score_gemma":0.003197887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004136368,"about_ca_topic_score_gemma":0.004271226,"domain_scores_codex":[0.9983913,0.0004801188,0.0004418572,0.0001577779,0.0004641102,0.00006463382],"domain_scores_gemma":[0.9938238,0.003279144,0.0007927772,0.0001031581,0.001817398,0.0001836907],"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":[0.000269275,0.000047557,0.0006327583,0.1037079,0.001533427,0.0001595018,0.00007170408,0.0003758441,0.0003277483,0.001144863,0.1585253,0.7332042],"study_design_scores_gemma":[0.0001143887,0.0001815292,0.002858228,0.08823729,0.003858419,0.00101436,0.00007509419,0.0002464377,0.0002208113,0.001327041,0.9018028,0.00006367232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006732773,0.9960213,0.0001589511,0.001293123,0.001831877,0.00001523523,0.0001897233,0.00001972228,0.0004027316],"genre_scores_gemma":[0.0007462291,0.9941027,0.0004624159,0.001792933,0.002207657,0.00003127915,0.000336565,0.00001137854,0.0003089943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006053736,"threshold_uncertainty_score":0.02025181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08492301080425844,"score_gpt":0.402475252358527,"score_spread":0.3175522415542685,"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."}}