{"id":"W2907500279","doi":"10.1002/9781119245193.ch27","title":"Percutaneous Nephrolithotomy in Children","year":2018,"lang":"en","type":"other","venue":"","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Percutaneous nephrolithotomy; Medicine; Nephrostomy; Surgery; Blood loss; Percutaneous; Kidney stones; Percutaneous nephrostomy","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":[0.0002580943,0.000331804,0.000404538,0.0007884369,0.0009608527,0.0006530599,0.0003042386,0.0007670684,0.00638793],"category_scores_gemma":[0.001550606,0.0001748223,0.0004388602,0.0007341488,0.0005693232,0.0008842828,0.0009721961,0.001230868,0.001073855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006669339,"about_ca_system_score_gemma":0.002151359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785983,"about_ca_topic_score_gemma":0.003793279,"domain_scores_codex":[0.9995419,0.00006406004,0.00006091429,0.00006667813,0.0001402834,0.0001262787],"domain_scores_gemma":[0.9993411,0.0001078545,0.0002077976,0.00002730184,0.00006324422,0.0002527039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003811834,0.0002733062,0.5486101,0.00184269,0.0001456328,0.210428,0.00118257,0.0004656696,0.00463547,0.007955258,0.03181075,0.1922694],"study_design_scores_gemma":[0.00005132467,0.0002052957,0.1224908,0.0007958374,0.00008480638,0.8121368,0.001270646,0.00025006,0.001628688,0.001934702,0.05911551,0.00003561876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6756133,0.1377374,0.01280537,0.01283542,0.001805639,0.0004351467,0.002332561,0.0005819739,0.1558532],"genre_scores_gemma":[0.9353205,0.04532216,0.007146771,0.002264446,0.001152618,0.0001833147,0.001038444,0.00009511954,0.007476636],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00638793,"threshold_uncertainty_score":0.0213697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006938328982307835,"score_gpt":0.2611902437130313,"score_spread":0.2542519147307235,"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."}}