{"id":"W2324806156","doi":"10.1097/sle.0b013e31828e3f18","title":"Pediatric Robotic Pyeloplasty in Patients Weighing Less Than 10kg Initial Experience","year":2014,"lang":"en","type":"article","venue":"Surgical Laparoscopy Endoscopy & Percutaneous Techniques","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Pyeloplasty; Ureteropelvic junction; Surgery; Fibrous joint; Stent; General surgery; Urinary system; Hydronephrosis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004395664,0.0005715624,0.001126182,0.0004726062,0.0002965107,0.0000315551,0.00035286,0.0006178102,0.0002015428],"category_scores_gemma":[0.0003887066,0.0004990052,0.0002027893,0.000578661,0.0005092072,0.0001823507,0.0002447116,0.001018163,0.00006285838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606948,"about_ca_system_score_gemma":0.0001224888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000114746,"about_ca_topic_score_gemma":0.00005258559,"domain_scores_codex":[0.9963148,0.000342474,0.0008014435,0.0009465077,0.0005419911,0.00105281],"domain_scores_gemma":[0.9981106,0.0006946109,0.0001976592,0.0005420268,0.0001507627,0.0003043385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004154801,0.0017538,0.9724269,0.0001569974,0.0001408527,0.002899168,0.00135566,0.00001194561,0.0100215,0.0004965007,0.001485394,0.005096517],"study_design_scores_gemma":[0.007644542,0.05125594,0.2427683,0.0009414045,0.005213631,0.01571856,0.001567241,0.001990854,0.5607803,0.005864079,0.09426868,0.01198652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898202,0.0003143422,0.00003157797,0.0002491825,0.000521496,0.0006958242,0.00001071641,0.0006956937,0.007660903],"genre_scores_gemma":[0.9930386,0.001043239,0.004010926,0.00073702,0.0007650746,0.0001586384,0.00004609044,0.00006452762,0.0001358819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7296586,"threshold_uncertainty_score":0.9997461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121782762979558,"score_gpt":0.2865609958111253,"score_spread":0.2743827195131694,"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."}}