{"id":"W4386438190","doi":"10.1097/pgp.0000000000000977","title":"Perceptions of Controversies and Unresolved Issues in the 2014 FIGO Staging System for Endometrial Cancer: Survey Results From Members of the International Society of Gynecological Pathologists and International Gynecologic Cancer Society","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Endometrial cancer; Lymphovascular invasion; Stage (stratigraphy); Gynecology; Lymph node; General surgery; Consensus conference; Cancer; Obstetrics; Internal medicine; Metastasis","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":[0.002426895,0.0001984791,0.0008011287,0.0002029448,0.00006943665,0.00002314749,0.0006797655,0.0002695081,0.0001840635],"category_scores_gemma":[0.006895358,0.0001112772,0.000480878,0.0003328418,0.0006562078,0.0001006709,0.0003165177,0.0003669813,5.570818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656427,"about_ca_system_score_gemma":0.0001856227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007500112,"about_ca_topic_score_gemma":0.0003190589,"domain_scores_codex":[0.9972139,0.000383156,0.001206861,0.000326713,0.0006367888,0.0002325608],"domain_scores_gemma":[0.9864178,0.0112395,0.001175946,0.0001479627,0.0009541334,0.00006467153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004256889,0.000621794,0.9677513,0.00006410162,0.001332188,0.00007102499,0.001589049,0.0004878997,0.01158222,0.0002492131,0.005994907,0.005999469],"study_design_scores_gemma":[0.01182771,0.0008085726,0.9812778,0.0001147386,0.000175718,0.00004154511,0.002859226,0.0006483478,0.0007424677,0.0006008412,0.000803936,0.00009911101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820169,0.0007215586,0.00006978254,0.01149047,0.002275024,0.0004889914,0.002811416,0.00001184415,0.0001140338],"genre_scores_gemma":[0.9919311,0.005994042,0.00088186,0.0005892034,0.0003322455,0.00006124195,0.0001249896,0.000008678682,0.00007657096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01352654,"threshold_uncertainty_score":0.8254886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06131634824647107,"score_gpt":0.365723269562057,"score_spread":0.3044069213155859,"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."}}