{"id":"W4398248491","doi":"10.1016/j.jpurol.2024.04.024","title":"Training the next generation of quality improvement champions in pediatric urology: A virtual program co-sponsored by the journal of pediatric urology","year":2024,"lang":"en","type":"letter","venue":"Journal of Pediatric Urology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Stollery Children's Hospital","funders":"European Cystic Fibrosis Society","keywords":"Medicine; Pediatric urology; Urology; General surgery","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":[0.002875372,0.0005615713,0.0005933247,0.0003638151,0.006248862,0.002388778,0.001475701,0.02461301,0.01122751],"category_scores_gemma":[0.00921273,0.0006161031,0.0007908873,0.0003439709,0.001800056,0.003108202,0.00286147,0.02117136,0.002382675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003264765,"about_ca_system_score_gemma":0.01143838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006791215,"about_ca_topic_score_gemma":0.02623848,"domain_scores_codex":[0.9965497,0.0009326878,0.0002143595,0.0003437626,0.0008883343,0.00107106],"domain_scores_gemma":[0.9805073,0.003006401,0.0006323078,0.0002364186,0.002225523,0.013392],"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":[0.0001249932,0.0006485379,0.009335592,0.00007185896,0.00003332599,0.008812048,0.0004315956,0.0003501704,0.000950603,0.002314314,0.9564102,0.02051681],"study_design_scores_gemma":[0.0003736595,0.0009613577,0.01845434,0.0003675203,0.00006359093,0.01292969,0.005068925,0.003497982,0.001145113,0.005403747,0.9515755,0.0001586546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005047678,0.0003788575,0.0003364013,0.9751123,0.01403619,0.00003681444,0.00003709373,0.00004699392,0.004967762],"genre_scores_gemma":[0.03815868,0.000950021,0.001596244,0.9059867,0.02462104,0.0001559096,0.00007623179,0.00007354893,0.02838156],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02461301,"threshold_uncertainty_score":0.03755981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07256152623866348,"score_gpt":0.3338003037048104,"score_spread":0.2612387774661469,"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."}}