{"id":"W2782993211","doi":"10.1111/bju.14127","title":"The role of lymph node dissection in the management of renal cell carcinoma: a systematic review and meta‐analysis","year":2018,"lang":"en","type":"review","venue":"British Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Renal cell carcinoma; Meta-analysis; Hazard ratio; Nephrectomy; Internal medicine; Oncology; Confidence interval; Lymph node; Systematic review; MEDLINE; Kidney cancer; Dissection (medical); Surgery; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00241238,0.0002636076,0.005086496,0.0002814662,0.00005275719,0.00001793031,0.0003675234,0.0001363082,0.00002637455],"category_scores_gemma":[0.00005390941,0.00013869,0.001897444,0.0005999813,0.0001647363,0.00003072199,0.00007080738,0.0003223116,0.000001665265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007545466,"about_ca_system_score_gemma":0.00009558518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008024968,"about_ca_topic_score_gemma":0.00002965586,"domain_scores_codex":[0.9957325,0.001362114,0.002043364,0.0002207792,0.0004331165,0.0002080724],"domain_scores_gemma":[0.9964303,0.0003964378,0.002404399,0.0004679501,0.0002343404,0.00006650731],"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":[0.00005145178,0.0002922825,0.00004491848,0.9018905,0.08844606,0.001758643,0.00006117132,0.000001846758,6.035103e-7,0.00003084658,0.00008441543,0.007337288],"study_design_scores_gemma":[0.0004226892,0.0004328622,0.0004348744,0.02555264,0.9492728,0.01970398,0.00008240365,0.000002889783,0.00000203723,0.00003687564,0.00396032,0.0000956445],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003370147,0.9976875,0.00001436966,0.00009186284,0.00003145439,0.001328895,0.00001772741,0.000001471304,0.0004896806],"genre_scores_gemma":[0.02810327,0.9715133,0.00007522824,0.00006241922,0.00003506506,0.00009514279,0.000009196194,0.00001979685,0.00008653279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8763378,"threshold_uncertainty_score":0.5655614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732327447086007,"score_gpt":0.2854058706716182,"score_spread":0.2580825962007581,"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."}}