{"id":"W3135519122","doi":"10.1097/pq9.0000000000000383","title":"Bladder and Bowel Dysfunction Network: Improving the Management of Pediatric Bladder and Bowel Dysfunction","year":2021,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; McMaster University; Brampton Civic Hospital; Markham Stouffville Hospital; Oakville-Trafalgar Memorial Hospital; University of Toronto; North York General Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Constipation; Referral; Dysfunctional family; Urinary system; Pediatric urology; Pediatrics; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.001280029,0.0002240026,0.0003329247,0.00007126619,0.0003231523,0.00004130077,0.0000491847,0.0001180226,0.00007578533],"category_scores_gemma":[0.0001800946,0.0001780224,0.00008636509,0.000396904,0.0001337785,0.0001445848,0.0001794403,0.0003139493,0.000003157027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002535914,"about_ca_system_score_gemma":0.00007436841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001498621,"about_ca_topic_score_gemma":0.00004097309,"domain_scores_codex":[0.9980171,0.0002031449,0.0005939382,0.0005032241,0.0003383434,0.0003443032],"domain_scores_gemma":[0.9988327,0.0002963586,0.0002236973,0.0003216009,0.0001551628,0.0001704745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001447824,0.0004354088,0.9551676,0.003892592,0.000297522,0.00004398933,0.0007244115,0.0001384172,0.00006119459,0.002752708,0.00185218,0.03318614],"study_design_scores_gemma":[0.002405245,0.0002097603,0.9918572,0.00002197207,0.001265807,0.00007547981,0.001757672,0.0006002256,0.000005477415,0.001272206,0.0003595116,0.0001694031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798349,0.008389006,0.006688587,0.002713111,0.0003414337,0.0004922538,0.0000152594,0.00005560423,0.001469805],"genre_scores_gemma":[0.9860625,0.01055827,0.001489318,0.0005496505,0.000770278,0.00001489075,0.00003984424,0.00001887072,0.0004963393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03668963,"threshold_uncertainty_score":0.7259544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231966718435882,"score_gpt":0.263243789852217,"score_spread":0.2400471180086288,"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."}}