{"id":"W4232062496","doi":"10.1097/ju.0000000000000243","title":"This Month in Pediatric Urology","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pediatric urology; Hydronephrosis; Grading (engineering); Urinary system; Grading scale; Pyeloplasty; Urology; Pediatrics; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000677591,0.001143947,0.001011904,0.001824575,0.001435253,0.003629925,0.0006763854,0.001603375,0.743013],"category_scores_gemma":[0.004006663,0.0005012586,0.0008814592,0.001512637,0.000504898,0.002774819,0.002408289,0.003231065,0.5034738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007673026,"about_ca_system_score_gemma":0.00128672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291426,"about_ca_topic_score_gemma":0.004024444,"domain_scores_codex":[0.999297,0.00007538356,0.0000614184,0.0001375983,0.0002817546,0.000146836],"domain_scores_gemma":[0.9966589,0.0003170185,0.0002296949,0.000220009,0.0009048837,0.00166949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002435419,0.00003696825,0.0004886697,0.0001590808,0.000006523835,0.0002407398,0.00002536665,0.00002254139,0.0001830268,0.0005973974,0.9179291,0.08028619],"study_design_scores_gemma":[0.000005517533,0.00001777972,0.0006523934,0.0002442285,0.000002435226,0.000724723,0.00004045865,0.00001376574,0.00007054284,0.0001778664,0.9980437,0.000006696889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002146795,0.02012197,0.001294251,0.01798288,0.09678728,0.0001676878,0.002129683,0.002769924,0.8565996],"genre_scores_gemma":[0.006665197,0.01423087,0.001172231,0.009698563,0.01909361,0.00005917397,0.001205902,0.001053106,0.9468212],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.743013,"threshold_uncertainty_score":0.3665608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028337429336374,"score_gpt":0.248987086953205,"score_spread":0.2387037126598412,"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."}}