{"id":"W3011134632","doi":"10.1016/j.urology.2020.03.001","title":"What to Do With Renal Cysts in Children?","year":2020,"lang":"en","type":"article","venue":"Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Marsupialization; Pediatric Surgeon; Pediatric urology; Cyst; Pediatric Radiology; General surgery; Pediatrics; Surgery; Radiology; Pediatric surgery","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":[0.001485337,0.0003961031,0.001192151,0.001093111,0.002225393,0.002547521,0.001028418,0.005171996,0.007303687],"category_scores_gemma":[0.01288488,0.0002975423,0.0009212348,0.001028911,0.001741766,0.004373927,0.0007358094,0.005232661,0.001417083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002018152,"about_ca_system_score_gemma":0.00665755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01851983,"about_ca_topic_score_gemma":0.03407464,"domain_scores_codex":[0.9987369,0.0003270621,0.0001512621,0.0001365363,0.0003275047,0.0003207606],"domain_scores_gemma":[0.9952852,0.001282228,0.0007669473,0.00007849354,0.0007310736,0.001855987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003968898,0.0009532857,0.3118685,0.004687471,0.0003010913,0.02529916,0.002501517,0.0009856607,0.0006738657,0.006986486,0.2529714,0.3923746],"study_design_scores_gemma":[0.0002561731,0.0009708636,0.3137764,0.02789529,0.000507882,0.1808818,0.0456226,0.0006172821,0.000946218,0.02270902,0.4053549,0.0004615934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06793676,0.3028968,0.001024005,0.569505,0.01373042,0.00008847488,0.0008836484,0.0001235549,0.04381143],"genre_scores_gemma":[0.4269311,0.3819704,0.005546195,0.1408267,0.0330687,0.0001740508,0.001308788,0.0001436515,0.01003052],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01851983,"threshold_uncertainty_score":0.03682405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295433519988108,"score_gpt":0.2381231233926195,"score_spread":0.2251687881927384,"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."}}