{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01882478,0.0001960185,0.0004423319,0.00135504,0.001221895,0.001893102,0.0005808953,0.001255498,0.001093076],"category_scores_gemma":[0.0523172,0.0003452114,0.0008053028,0.001347359,0.002078895,0.002313968,0.002479264,0.001592984,0.0001989521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706364,"about_ca_system_score_gemma":0.002241857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009662922,"about_ca_topic_score_gemma":0.008356004,"domain_scores_codex":[0.9894907,0.005584653,0.001387788,0.0005960708,0.002015607,0.0009252508],"domain_scores_gemma":[0.960824,0.01762331,0.01202043,0.0007775091,0.005706036,0.003048823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001412861,0.0001103135,0.9288383,0.0001750697,0.00006912025,0.0001660612,0.05565248,0.0001164766,0.0003218763,0.0002625209,0.001531371,0.01261513],"study_design_scores_gemma":[0.00002095637,0.0004665828,0.8099447,0.0002951038,0.0000423216,0.0003373315,0.181882,0.0004619168,0.0002033059,0.0002373872,0.006043846,0.00006457392],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955069,0.0005111001,0.0001992714,0.002334918,0.00005263902,0.00004895747,0.0001718314,0.000003324488,0.001171084],"genre_scores_gemma":[0.9980823,0.0004221213,0.000227062,0.000851104,0.00004240842,0.0000592542,0.0001419,0.000004989321,0.0001689133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882478,"threshold_uncertainty_score":0.09955615,"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."}}