{"id":"W3002848604","doi":"10.5489/cuaj.6024","title":"Pediatric bladder augmentation – Panacea or Pandora’s box?","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Bladder augmentation; Surgery; Cystoscopy; Bladder stone; Complication; Urinary diversion; Vesicoureteral reflux; Retrospective cohort study; Urinary system; Urinary bladder disease; Urinary bladder; Bladder cancer; Cystectomy; Reflux","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000743604,0.0001880567,0.0003076005,0.0008937956,0.0005194648,0.0007140961,0.0003112392,0.0005283462,0.003175767],"category_scores_gemma":[0.002133839,0.0001319962,0.0002660047,0.001871804,0.0009467978,0.001137447,0.0004667595,0.0009784861,0.0004427514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005788637,"about_ca_system_score_gemma":0.001679127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004978541,"about_ca_topic_score_gemma":0.01129448,"domain_scores_codex":[0.9995473,0.00007106151,0.00008253821,0.00009293669,0.0001572682,0.00004887038],"domain_scores_gemma":[0.9985418,0.000451766,0.0006541951,0.00003501339,0.0001986148,0.0001185471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001770475,0.00006521119,0.2525668,0.005409119,0.0001993041,0.01044377,0.001092215,0.0001754691,0.002356609,0.003026724,0.03879117,0.6856964],"study_design_scores_gemma":[0.00003020275,0.0004364184,0.3070099,0.01272787,0.0003642728,0.2294221,0.004310653,0.0002191478,0.001641467,0.001866341,0.4418938,0.00007780781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1260905,0.8282355,0.001624215,0.02689718,0.002099323,0.00004297967,0.0006324943,0.0001231714,0.01425463],"genre_scores_gemma":[0.3407607,0.633639,0.003687466,0.01350214,0.004330506,0.00003909962,0.0005651005,0.0000478684,0.003428199],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004978541,"threshold_uncertainty_score":0.01062399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270447175300042,"score_gpt":0.2468728334440234,"score_spread":0.2198281159140192,"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."}}