{"id":"W1999264016","doi":"10.1016/j.juro.2010.04.019","title":"Is Retroperitoneoscopy the Gold Standard for Endoscopic Nephrectomy in Children on Peritoneal Dialysis?","year":2010,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Nephrectomy; Gold standard (test); Urology; Surgery; Internal medicine; Kidney","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":[0.001266065,0.0003758825,0.0004715633,0.0004822178,0.0003128394,0.0005233645,0.0005701798,0.0009588581,0.001621163],"category_scores_gemma":[0.007909274,0.0001594416,0.0002599358,0.0004434173,0.001168428,0.001220233,0.000289368,0.0007758456,0.0006473807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531906,"about_ca_system_score_gemma":0.0005641376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007265647,"about_ca_topic_score_gemma":0.000878247,"domain_scores_codex":[0.9990712,0.0002421953,0.0001434608,0.0001626159,0.0002796155,0.0001007779],"domain_scores_gemma":[0.9948636,0.001695784,0.00209777,0.0003474279,0.0005353063,0.0004601536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003170586,0.00004178526,0.9372967,0.0003097145,0.00005558639,0.005800757,0.0001520527,0.0001842072,0.002843653,0.0002196487,0.001531361,0.05124744],"study_design_scores_gemma":[0.0000553143,0.0007836151,0.8378562,0.001077636,0.0001744637,0.1384652,0.001958188,0.001297105,0.005150307,0.0005597697,0.01257312,0.00004913894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588653,0.02723865,0.004665338,0.00427173,0.0005372535,0.00003186722,0.0002068813,0.00009721314,0.004085863],"genre_scores_gemma":[0.9914033,0.004596819,0.002893371,0.0004367064,0.0003334779,0.00001377767,0.0001335832,0.00002437242,0.0001646002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001621163,"threshold_uncertainty_score":0.006695628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009094251727179432,"score_gpt":0.2744893399757304,"score_spread":0.265395088248551,"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."}}