{"id":"W4404850145","doi":"10.1038/s41585-024-00976-7","title":"Advancing the state of the art in congenital obstructive uropathy","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Obstructive uropathy; Medicine; Intensive care medicine; Urology; Internal medicine; Urinary system","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001281604,0.0005615987,0.003342949,0.0002594411,0.00007825752,0.000003472475,0.0005014166,0.001134614,0.00003049307],"category_scores_gemma":[0.001442416,0.000235636,0.001029457,0.001007831,0.0007338928,0.00002710943,0.0003998131,0.005945668,0.0002010222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007795291,"about_ca_system_score_gemma":0.0004090636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002129837,"about_ca_topic_score_gemma":0.00009013903,"domain_scores_codex":[0.9961678,0.00138232,0.001172254,0.0006086098,0.000174669,0.0004942825],"domain_scores_gemma":[0.9974968,0.0009050277,0.0006744979,0.0007923929,0.00007934396,0.00005189926],"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":[0.0000788945,0.00006808127,0.0001480027,0.007016355,0.001647574,0.0003072826,0.000221048,3.218673e-7,8.125127e-7,0.000205993,0.02071455,0.9695911],"study_design_scores_gemma":[0.0001923574,0.0001627984,0.0002764058,0.000659943,0.009672999,0.001503036,0.000003817944,0.000001048932,2.117607e-7,0.0003953989,0.9869795,0.0001524637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009967385,0.9928342,0.00000160345,0.001590703,0.001841691,0.002295844,0.00004951145,0.0000232986,0.00126351],"genre_scores_gemma":[0.00009604738,0.9960107,0.00003472244,0.00254914,0.0003939756,0.0002630863,0.00002014979,0.00004566246,0.0005865271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9694386,"threshold_uncertainty_score":0.9963477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608528750198715,"score_gpt":0.3331966114098151,"score_spread":0.3171113239078279,"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."}}