{"id":"W1825626208","doi":"10.2215/cjn.12861214","title":"A New Grading System for the Management of Antenatal Hydronephrosis","year":2015,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; University Health Network; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Medicine; Hydronephrosis; Hazard ratio; Confidence interval; Grading (engineering); Retrospective cohort study; Renal pelvis; Proportional hazards model; Urology; Nuclear medicine; Internal medicine; Urinary system; Ureter","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001984001,0.0001447466,0.001044458,0.00003478504,0.00009661594,0.000001917946,0.0005166577,0.0001253409,0.000002859988],"category_scores_gemma":[0.0001141121,0.00007605927,0.001187559,0.0002942459,0.002190152,0.00003315621,0.0002255494,0.0004737669,0.000001264657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004507648,"about_ca_system_score_gemma":0.00023908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002859657,"about_ca_topic_score_gemma":0.000001608342,"domain_scores_codex":[0.9979911,0.0002129037,0.0010969,0.0001628124,0.0002672777,0.0002690167],"domain_scores_gemma":[0.9957327,0.00147676,0.001975646,0.0003605005,0.0003059336,0.0001484835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01285448,0.0006020213,0.1042355,0.000256265,0.02400595,0.00005474006,0.001283835,0.00007014915,0.001793936,0.0005601046,0.8273265,0.02695654],"study_design_scores_gemma":[0.02865645,0.02217514,0.7423328,0.0003132797,0.02249422,0.003533056,0.0221072,0.001450937,0.0006225661,0.002059391,0.1538176,0.0004374268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517426,0.004007659,0.005720384,0.03734085,0.000722367,0.0003675107,0.00000780256,0.00001105619,0.00007973472],"genre_scores_gemma":[0.966022,0.002981501,0.01516314,0.01485565,0.0008442244,0.000005707779,4.886778e-7,0.00001533415,0.0001119055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6735089,"threshold_uncertainty_score":0.8069707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07812484379753984,"score_gpt":0.3684843920595124,"score_spread":0.2903595482619725,"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."}}