{"id":"W2013181810","doi":"10.1002/jso.21199","title":"Lymph node assessment in cervical cancer: Prognostic and therapeutic implications","year":2008,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Lymph node; Lymph; Cervical cancer; Lymphadenectomy; Sentinel lymph node; Cervical lymph nodes; Cancer; Metastasis; Incidence (geometry); Oncology; Radiology; Internal medicine; Pathology; Breast 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006612095,0.0006012766,0.001303162,0.001896459,0.0002436643,0.0006410739,0.00078236,0.0008785232,0.002170787],"category_scores_gemma":[0.001224613,0.0001826762,0.0003818574,0.002683064,0.0005233545,0.0008812563,0.0003717328,0.001094876,0.001550961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004884306,"about_ca_system_score_gemma":0.0009348499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661604,"about_ca_topic_score_gemma":0.002973175,"domain_scores_codex":[0.9997432,0.00006966257,0.00004025555,0.00003357641,0.00009803706,0.00001525155],"domain_scores_gemma":[0.9995486,0.0002553361,0.00006205603,0.00001082172,0.0001014233,0.00002170297],"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":[0.00004642042,0.00003386184,0.0005145736,0.0124303,0.00006417189,0.0002864595,0.00005027274,0.00025309,0.0006789652,0.001059363,0.01608956,0.968493],"study_design_scores_gemma":[0.00003127641,0.0001982056,0.005501385,0.01730302,0.000315004,0.00844549,0.0002786254,0.0001659592,0.0006180291,0.003111331,0.9639919,0.00003976758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007270042,0.9992174,0.00004003841,0.0001638114,0.00008142589,0.00000196574,0.000007154338,0.000001975044,0.000413385],"genre_scores_gemma":[0.0005332494,0.999056,0.00009569675,0.00006924878,0.00007190674,0.000002162837,0.00000833695,3.764302e-7,0.000163001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002170787,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09151348920257384,"score_gpt":0.4379521523371292,"score_spread":0.3464386631345553,"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."}}