{"id":"W2167582066","doi":"10.1016/j.urology.2014.02.002","title":"Minimally Invasive vs Open Pyeloplasty in Children: The Differential Effect of Procedure Volume on Operative Outcomes","year":2014,"lang":"en","type":"article","venue":"Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Pyeloplasty; Quartile; Perioperative; Logistic regression; Genitourinary system; Ureteropelvic junction; Surgery; Urinary system; Hydronephrosis; Confidence interval; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001502384,0.0002648043,0.000666338,0.001420787,0.0003360507,0.001154849,0.0005002169,0.0005635537,0.002033181],"category_scores_gemma":[0.01391619,0.0001888884,0.001163271,0.001929725,0.0007750723,0.00138541,0.0007575903,0.0009516258,0.0001655806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005049858,"about_ca_system_score_gemma":0.0008461882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901432,"about_ca_topic_score_gemma":0.003664139,"domain_scores_codex":[0.9985483,0.0004221135,0.0001661834,0.0001690469,0.0003958063,0.0002985473],"domain_scores_gemma":[0.9878131,0.006716801,0.003961562,0.0003103583,0.0003102879,0.0008878573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002438828,0.00003641498,0.995006,0.00004617839,0.0001076649,0.0001666833,0.0001557455,0.00006275871,0.0001388055,0.0001182115,0.00007036732,0.00384737],"study_design_scores_gemma":[0.000008695186,0.0003430603,0.9971084,0.00006567457,0.0001107274,0.001045159,0.000721817,0.00008658863,0.0001511171,0.0000845254,0.0002674134,0.000006802713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958597,0.002886836,0.00008690449,0.0001520087,0.00001920697,0.000003950731,0.0001442129,0.000002136934,0.0008449956],"genre_scores_gemma":[0.9985147,0.001090593,0.0001013592,0.00003521614,0.00004601003,0.000003212488,0.0001405908,0.000006232543,0.00006195863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002033181,"threshold_uncertainty_score":0.007945418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00617483373400521,"score_gpt":0.2658476312253508,"score_spread":0.2596727974913455,"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."}}