{"id":"W3137935822","doi":"10.1111/petr.14006","title":"Utility of pre‐transplant lower urinary tract investigation in pediatric renal transplant population after referral: A 16‐year institutional experience","year":2021,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Referral; Urinary system; Transplantation; Renal transplant; Psychological intervention; Etiology; Pediatrics; Population; Internal medicine; Surgery; Intensive care medicine; Family medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002062895,0.0003423336,0.0004787292,0.0004576545,0.00008862752,0.00002252882,0.00009172863,0.0002442175,0.0003042806],"category_scores_gemma":[0.00001831325,0.0003248986,0.0002319957,0.0009145043,0.0000622185,0.0005382449,0.000005268042,0.0003175476,0.00001335015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009395245,"about_ca_system_score_gemma":0.0003260663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003233457,"about_ca_topic_score_gemma":0.0002036859,"domain_scores_codex":[0.9970717,0.0001645972,0.001039089,0.0006145184,0.0007450033,0.0003650813],"domain_scores_gemma":[0.9990145,0.0001392525,0.0002137576,0.0002738636,0.0001499627,0.0002086538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003040955,0.001062816,0.9890753,0.001653323,0.0000298104,0.001854257,0.002626427,0.000164016,0.0002271484,0.000135045,0.000002464355,0.0001284063],"study_design_scores_gemma":[0.004268968,0.0002663981,0.9905668,0.000321746,0.0008948257,0.001159727,0.00002032174,0.0001677983,0.001897712,0.0001448067,0.000008243921,0.0002825877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949664,0.0006012041,0.002492518,0.0001013303,0.0002814583,0.0005604817,0.0004568847,0.00007154374,0.0004681146],"genre_scores_gemma":[0.9840015,0.01123293,0.001386042,0.00007904328,0.0001972816,0.0001026783,0.002891038,0.00002952764,0.00008002453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096503,"threshold_uncertainty_score":0.9999203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727967584972285,"score_gpt":0.2879719303620855,"score_spread":0.2606922545123627,"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."}}