{"id":"W2623368930","doi":"10.1016/j.ygyno.2017.03.388","title":"Cost-effectiveness of sentinel node biopsy and pathological ultrastaging in patients with early-stage endometrioid adenocarcinoma of the uterus","year":2017,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Pathological; Sentinel node; Biopsy; Uterus; Endometrial biopsy; Adenocarcinoma; Oncology; Gynecology; Radiology; Internal medicine; Cancer; 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":[0.0005176846,0.0002463507,0.0005943386,0.0003282777,0.0001563575,0.0004687143,0.0003082029,0.0006122347,0.001630845],"category_scores_gemma":[0.003960925,0.0001915171,0.001378972,0.0004014037,0.000248308,0.0005674679,0.000306906,0.0005105172,0.0000791268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008503165,"about_ca_system_score_gemma":0.0005745049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00414661,"about_ca_topic_score_gemma":0.008834315,"domain_scores_codex":[0.9995734,0.0002348114,0.00003279693,0.00004079814,0.00005457547,0.00006358529],"domain_scores_gemma":[0.99879,0.000754204,0.0002236139,0.00002654153,0.00004342711,0.0001622405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02403172,0.001000375,0.8934746,0.0004217737,0.001841207,0.0005232255,0.000103169,0.006297942,0.000689337,0.0004363752,0.0009299191,0.07025027],"study_design_scores_gemma":[0.001287725,0.00478841,0.9768041,0.0001649751,0.002242362,0.0009368553,0.0005109764,0.01120393,0.0002794178,0.0009910156,0.0007536442,0.00003664185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923686,0.006046837,0.00008534094,0.0006022805,0.00004791235,0.00001002751,0.0001658921,0.000002619057,0.0006703539],"genre_scores_gemma":[0.9987944,0.0007854436,0.00006135169,0.00008587609,0.00003711585,0.000004067173,0.0001439327,8.089291e-7,0.00008690527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00414661,"threshold_uncertainty_score":0.008244932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04460259356909985,"score_gpt":0.3267590759532518,"score_spread":0.2821564823841519,"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."}}