{"id":"W4295068046","doi":"10.1007/s00383-022-05190-3","title":"Scoping review of recent evidence on the management of pediatric urolithiasis: summary of meta-analyses, systematic reviews and relevant randomized controlled trials","year":2022,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Randomized controlled trial; Systematic review; Pediatric surgery; MEDLINE; Percutaneous nephrolithotomy; Meta-analysis; Medical literature; Evidence-based medicine; Intensive care medicine; Medical physics; Surgery; Alternative medicine; Percutaneous; Internal medicine; Pathology","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":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03836199,0.0002880956,0.008977684,0.0005596174,0.0000608776,0.000008609384,0.0002423593,0.00003397683,0.001449294],"category_scores_gemma":[0.0332598,0.0001395591,0.003177056,0.0006531492,0.00004901057,0.00006190496,0.0001500373,0.0001550989,0.000002915905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008019507,"about_ca_system_score_gemma":0.0002396299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002226846,"about_ca_topic_score_gemma":1.046775e-7,"domain_scores_codex":[0.9863712,0.005812841,0.005652003,0.0003393745,0.001656991,0.0001676036],"domain_scores_gemma":[0.9600962,0.03196712,0.006757194,0.0005919164,0.000492523,0.00009503965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.06928922,0.00189036,0.01281477,0.8238756,0.07534668,0.00006587616,0.0002038601,0.00003189554,0.00002076752,0.001449241,0.01423051,0.0007812169],"study_design_scores_gemma":[0.1243966,0.0004763846,0.001620407,0.2132633,0.6580495,0.000106757,0.000231234,0.0002562472,0.0001578991,0.0002937872,0.0004995339,0.0006483764],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01319844,0.9672327,0.00004947873,0.004050538,0.0007784414,0.01396179,0.00008416747,0.00001350515,0.0006309216],"genre_scores_gemma":[0.0719128,0.9228508,0.0002101666,0.0007288755,0.0001834859,0.003824494,0.00003457496,0.00001768279,0.0002371436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6106123,"threshold_uncertainty_score":0.9994635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3181012592875577,"score_gpt":0.4295244484313858,"score_spread":0.111423189143828,"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."}}