{"id":"W2339098461","doi":"10.1016/j.urology.2015.12.023","title":"The Evolving Role of Minimally Invasive Surgery in Pediatric and Adolescent Urologic Oncology","year":2016,"lang":"en","type":"review","venue":"Urology","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Izaak Walton Killam Health Centre; Dalhousie University; Hospital for Sick Children","funders":"","keywords":"Medicine; Pediatric oncology; Invasive surgery; Pediatric urology; General surgery; Surgery; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0004181064,0.0002630652,0.0008660588,0.0001486568,0.00004890995,0.000005858971,0.0002728582,0.0009335721,0.000009305516],"category_scores_gemma":[0.0003687074,0.0001460421,0.000255851,0.0001265562,0.0002691614,0.000001721544,0.0002238837,0.0003216829,0.00001037209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003385065,"about_ca_system_score_gemma":0.0007735821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000437145,"about_ca_topic_score_gemma":0.00004066864,"domain_scores_codex":[0.9980664,0.0004621124,0.0005855804,0.000439037,0.00007390547,0.0003730181],"domain_scores_gemma":[0.9985195,0.0006028631,0.0004834049,0.0002788366,0.00005105913,0.00006428812],"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":[0.0001550289,0.00006508136,0.001522313,0.001903063,0.0001804659,0.00004485145,0.00001595362,0.000003434388,0.0003275626,0.00003398297,0.00310575,0.9926425],"study_design_scores_gemma":[0.0001713564,0.0003890714,0.0001280156,0.0002377869,0.0001806471,0.0001070606,0.000006338863,9.073431e-7,0.00003731795,0.0001023124,0.9984648,0.0001744514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002213585,0.9963127,0.000002150656,0.0001445409,0.0002754698,0.0002680872,0.00001187184,0.00000419704,0.0007673347],"genre_scores_gemma":[0.004635861,0.9947107,0.000006479915,0.0001430025,0.000295292,0.00005875349,0.00002551341,0.00002495016,0.00009937771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.995359,"threshold_uncertainty_score":0.7200563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130117159525789,"score_gpt":0.2618548894149889,"score_spread":0.24884317346241,"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."}}