{"id":"W4328102536","doi":"10.1016/j.jpurol.2023.03.022","title":"Does VURD syndrome impact voiding efficiency in posterior urethral valves?","year":2023,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Posterior urethral valve; Vesicoureteral reflux; Clean Intermittent Catheterization; Retrospective cohort study; Population; Urology; Surgery; Reflux; Internal medicine; Disease; Urinary system; Urinary bladder","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":[0.0004234035,0.0001592458,0.0004939515,0.0007029418,0.00004187263,0.00001122336,0.0001301877,0.0001765646,0.0001982176],"category_scores_gemma":[0.0003431259,0.00008039164,0.0002774114,0.0007581808,0.00005398481,0.00008602834,0.00005491652,0.0004334021,0.00008656023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006027176,"about_ca_system_score_gemma":0.0001559734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000200935,"about_ca_topic_score_gemma":0.000004542268,"domain_scores_codex":[0.9985042,0.0001033731,0.000530754,0.0001750334,0.0002528619,0.0004338277],"domain_scores_gemma":[0.9991509,0.0002006038,0.0002759491,0.0001218004,0.00006798033,0.0001828006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005837892,0.0006174411,0.9890404,0.0000174157,0.0001949218,0.007396115,0.0002369852,0.0001027256,0.0003424797,0.0000125506,0.0005968104,0.0008583398],"study_design_scores_gemma":[0.003393451,0.005435731,0.98764,0.000002655738,0.0004194073,0.001652713,0.00004622553,0.0001365607,0.000005436498,0.001097586,0.00008009048,0.00009020026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951285,0.0009908878,0.00001831956,0.002978927,0.0005815194,0.0001388817,0.000005248956,0.0000259834,0.0001317076],"genre_scores_gemma":[0.998576,0.0006105478,0.00007028587,0.0002903263,0.000333691,0.000002634007,0.000003897469,0.00001559138,0.00009700403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005743402,"threshold_uncertainty_score":0.3278276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727737850618603,"score_gpt":0.3081126183323893,"score_spread":0.2908352398262033,"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."}}