{"id":"W4283804078","doi":"10.1007/s11912-022-01294-0","title":"Lymphatic Mapping and Sentinel Node Biopsy in High-Grade Uterine Cancers","year":2022,"lang":"en","type":"review","venue":"Current Oncology Reports","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; Fondation du cancer des Cèdres","keywords":"Medicine; Endometrial cancer; Sentinel lymph node; Lymphadenectomy; Radiology; Biopsy; Lymph node; Population; Uterine cancer; Cancer; Oncology; Internal medicine; Breast cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004052386,0.0004701655,0.00278015,0.0006240196,0.00007490666,0.00001341062,0.00008885245,0.0002420161,0.0007696435],"category_scores_gemma":[0.000185742,0.0003728372,0.0003254594,0.0009607344,0.0001027325,0.00003891512,0.0002567405,0.0005328869,0.000008278455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763364,"about_ca_system_score_gemma":0.001461829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002885813,"about_ca_topic_score_gemma":0.00001108216,"domain_scores_codex":[0.9969193,0.0001967038,0.00128038,0.0008293758,0.0003247109,0.0004495085],"domain_scores_gemma":[0.9981933,0.0002446421,0.000851695,0.0004404642,0.00002642693,0.000243537],"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":[0.00002001592,0.0004339051,0.005526606,0.01615085,0.0002833354,0.007956995,0.00004975827,3.861061e-7,4.956092e-7,0.000006414351,0.0003836389,0.9691876],"study_design_scores_gemma":[0.001803632,0.0001324102,0.00146637,0.004591297,0.001109416,0.006974634,0.00001802345,0.000002330979,2.041575e-7,0.00004354195,0.9836174,0.0002407495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002070345,0.9920974,0.000003351029,0.0001757684,0.003591025,0.001162994,0.0000258453,0.00005633831,0.0008169622],"genre_scores_gemma":[0.0002526742,0.9972988,0.0001124124,0.0001117825,0.0004455352,0.0008888103,0.0005798718,0.00005208587,0.0002580731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9832337,"threshold_uncertainty_score":0.9998724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1528148268799139,"score_gpt":0.4343909302683483,"score_spread":0.2815761033884344,"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."}}