{"id":"W3023461812","doi":"10.1016/j.jpurol.2020.04.031","title":"Dorsal lumbotomy for pediatric upper pole hemi-nephrectomy: Back (door) to the future?","year":2020,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Ureterocele; Nephrectomy; Pyeloplasty; Ectopic ureter; Surgery; Context (archaeology); General surgery; Ureter; Urinary system; Anatomy; Hydronephrosis; Kidney; Internal 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":[0.0008140741,0.0003785966,0.0009475076,0.0005592995,0.000242774,0.00001559288,0.0005502346,0.0004875437,0.000293857],"category_scores_gemma":[0.0008228158,0.0002546624,0.0005328706,0.001211043,0.0001212933,0.000113342,0.0001935074,0.001149207,0.0003360753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004771402,"about_ca_system_score_gemma":0.00054516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000349074,"about_ca_topic_score_gemma":0.000005735189,"domain_scores_codex":[0.9971716,0.0001988796,0.001013687,0.0004459496,0.0003747149,0.0007951666],"domain_scores_gemma":[0.9972463,0.0008280994,0.0006588391,0.0003057513,0.0004743499,0.0004866645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005459531,0.0004045562,0.2191092,0.00005675866,0.001310092,0.0002473124,0.001143863,0.00004238558,0.0001192904,0.0001289784,0.7709076,0.001070398],"study_design_scores_gemma":[0.00768703,0.007149174,0.09208782,4.459996e-7,0.007604712,0.001032602,0.0001716883,0.00007537083,0.0000324285,0.0002990633,0.8834861,0.0003736047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7871737,0.02825795,0.001549831,0.178569,0.002919346,0.000911056,0.00003556337,0.00005446285,0.0005290005],"genre_scores_gemma":[0.7838421,0.009200188,0.004971364,0.1021176,0.09923893,0.00008029769,0.0000130949,0.0001086382,0.0004277975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1270214,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729446741941734,"score_gpt":0.26920069923229,"score_spread":0.2519062318128726,"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."}}