{"id":"W2396383404","doi":"10.1089/vid.2016.0012","title":"Pediatric Laparoscopic Congenital Vesico-Vaginal Fistula Repair for Vaginal Agenesis","year":2016,"lang":"en","type":"article","venue":"Videourology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Surgery; Vaginoplasty; Cystoscopy; Cosmesis; Fistula; Laparoscopy; Vesicovaginal fistula; Urinary incontinence; Urinary system; Vagina","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":[0.00009519311,0.0001419458,0.0002536655,0.0001117218,0.000103817,0.000008224163,0.000116364,0.0001100385,0.0002077216],"category_scores_gemma":[0.0001492084,0.00009981782,0.0001429417,0.0001133177,0.00008195111,0.00005104636,0.00003972861,0.00007829534,0.0001353205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002952055,"about_ca_system_score_gemma":0.0001182433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001264634,"about_ca_topic_score_gemma":0.00001016713,"domain_scores_codex":[0.9989387,0.00003053718,0.000232651,0.0003565657,0.0001032359,0.0003383491],"domain_scores_gemma":[0.9991472,0.0001818181,0.0000717735,0.0003300908,0.0001269189,0.0001422248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002009135,0.0006640203,0.7152933,0.0003854754,0.0005245019,0.0001452407,0.0002168993,0.000003540531,0.05270192,0.0175218,0.1992235,0.01131065],"study_design_scores_gemma":[0.006201814,0.003745117,0.7782783,0.00001884671,0.001037376,0.0007509209,0.00001343633,0.0002031683,0.001782838,0.006736387,0.2008092,0.0004226763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767215,0.0009027485,0.005935154,0.01460398,0.0002885298,0.0004961418,0.00004563333,0.000221968,0.0007843009],"genre_scores_gemma":[0.9920037,0.00005080566,0.00194507,0.002393852,0.0008110053,0.0001784623,0.00001536898,0.00002568509,0.002575984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06298492,"threshold_uncertainty_score":0.4070453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155091890721895,"score_gpt":0.2856996774456028,"score_spread":0.2641487585383838,"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."}}