{"id":"W3158618539","doi":"10.1007/s00467-021-05064-1","title":"Outcomes of solitary functioning kidneys—renal agenesis is different than multicystic dysplastic kidney disease","year":2021,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Kidney disease; Multicystic dysplastic kidney; Nephrology; Internal medicine; Proteinuria; Urinary system; Kidney; Renal agenesis","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001837943,0.0004435946,0.00109616,0.0004227376,0.0002358484,0.000006076311,0.0001661951,0.0003461744,0.001746465],"category_scores_gemma":[0.00176754,0.0003736974,0.0003590803,0.0004735709,0.0003487796,0.00006939525,0.0002251017,0.0004622989,0.0001269633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004148736,"about_ca_system_score_gemma":0.000660387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004252344,"about_ca_topic_score_gemma":0.0000214036,"domain_scores_codex":[0.99714,0.0002552814,0.0007828593,0.0007378949,0.00033677,0.0007472109],"domain_scores_gemma":[0.997058,0.00105842,0.0002889326,0.0005922177,0.0002753659,0.0007270395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001073899,0.0005510234,0.9725896,0.000172044,0.001329867,0.0006297751,0.0001405221,0.00001810908,0.0005456411,0.00005288388,0.02268057,0.0002161413],"study_design_scores_gemma":[0.003144709,0.0004333927,0.9869012,0.000004143272,0.006431167,0.0001297204,0.00003298538,0.0003297372,0.0001182078,0.000378814,0.001824051,0.0002719277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831247,0.006481225,0.0006948533,0.007880658,0.001028011,0.0002775726,0.0001844462,0.0001137649,0.000214814],"genre_scores_gemma":[0.9793803,0.002532099,0.000543911,0.01537115,0.001163009,0.00005525966,0.0002022151,0.00003556081,0.0007164811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02085652,"threshold_uncertainty_score":0.9998715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427848730291513,"score_gpt":0.2544190695203005,"score_spread":0.2401405822173853,"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."}}