{"id":"W4200119349","doi":"10.1089/lap.2021.0246","title":"Ureteral Reimplantation for Primary Obstructive Megaureter in Pediatric Patients: Is It Time for Robot-Assisted Approach?","year":2021,"lang":"en","type":"article","venue":"Journal of Laparoendoscopic & Advanced Surgical Techniques","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Megaureter; Surgery; Ureter; Group B; Medical record; Incidence (geometry)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001430131,0.0002085765,0.0007209237,0.0001565911,0.00005625226,0.00001940717,0.00008705362,0.0001243019,0.00004439383],"category_scores_gemma":[0.000205016,0.0001538353,0.0003234702,0.000213034,0.00003712413,0.0002135531,0.00002669091,0.0002753192,8.638887e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526281,"about_ca_system_score_gemma":0.00009164147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.81324e-7,"about_ca_topic_score_gemma":5.726643e-7,"domain_scores_codex":[0.9983518,0.00008279518,0.000711334,0.0002868487,0.0002736989,0.0002935597],"domain_scores_gemma":[0.9985604,0.0003374942,0.0003711659,0.0001395191,0.0004712329,0.0001202337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04267495,0.01513434,0.568882,0.003163699,0.001715903,0.002327116,0.001319792,0.00006844616,0.01689655,0.0008823749,0.01274786,0.334187],"study_design_scores_gemma":[0.07069434,0.01767817,0.8115441,0.0008960906,0.002066766,0.001453202,0.0002379477,0.0002356946,0.03878024,0.02112665,0.03403017,0.001256664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847485,0.00124688,0.007948855,0.001154004,0.0001859183,0.001883897,0.00009917596,0.00006191738,0.00267083],"genre_scores_gemma":[0.7184744,0.0007752375,0.2781565,0.001205937,0.0002414177,0.0002644302,0.000306015,0.00004029638,0.0005357621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3329303,"threshold_uncertainty_score":0.6273221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866207812757171,"score_gpt":0.3031501036898734,"score_spread":0.2844880255623017,"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."}}