{"id":"W2914257201","doi":"10.1016/j.jpurol.2019.01.006","title":"Renal cyst evolution in childhood: a contemporary observational study","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Interquartile range; Cyst; Autosomal dominant polycystic kidney disease; Malignancy; Multicystic dysplastic kidney; Univariate analysis; Autosomal Recessive Polycystic Kidney Disease; Kidney disease; Retrospective cohort study; Nephrology; Internal medicine; Radiology; Kidney; Multivariate analysis","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":[0.0003344649,0.0001038436,0.0001883532,0.000160229,0.00001907225,0.000006759139,0.0001794992,0.0001103354,0.00005338671],"category_scores_gemma":[0.0001589599,0.00009259595,0.00009346696,0.0001404063,0.00001823644,0.00000712173,0.00005484065,0.0001453159,0.00001559997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001641928,"about_ca_system_score_gemma":0.000604107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001056597,"about_ca_topic_score_gemma":0.000005587415,"domain_scores_codex":[0.9989122,0.0001466942,0.0004398921,0.0001690043,0.0001773295,0.0001549134],"domain_scores_gemma":[0.9993196,0.00002526661,0.0002893384,0.000145449,0.0001267328,0.00009367192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003655288,0.0008527954,0.9823346,0.000003890699,0.00008716436,0.00004634409,0.00006570532,0.0003218678,0.01197892,0.00001173596,0.003902076,0.00002940602],"study_design_scores_gemma":[0.003115518,0.002345624,0.9919854,7.044554e-7,0.00006670626,0.0000910076,0.0001296511,0.0000177908,0.00006571366,0.0001671414,0.001912123,0.0001025742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966299,0.002089673,0.0001850603,0.0001972069,0.0003438422,0.0001960232,0.00001004322,0.00000213836,0.0003460901],"genre_scores_gemma":[0.9984441,0.00006096373,0.000101954,0.0002830472,0.001000163,0.000003957342,0.00002038194,0.00001006325,0.00007532327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01191321,"threshold_uncertainty_score":0.3775954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887277588502762,"score_gpt":0.2547574629279123,"score_spread":0.2358846870428847,"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."}}