{"id":"W3210637992","doi":"10.1136/ijgc-2021-igcs.131","title":"EPV063/#357 The impact of surgical approach in cases with no residual disease on hysterectomy specimen: a 4C (Canadian cervical cancer collaborative) working group study","year":2021,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre Hospitalier de l’Université de Montréal; University of Alberta; Trillium Health Centre; Juravinski Cancer Centre; University of Manitoba; Sunnybrook Health Science Centre; Jewish General Hospital; University of Calgary; Vancouver General Hospital; Health Sciences Centre; McMaster University; Dalhousie University; Hamilton Health Sciences; McGill University; Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Cervical cancer; Hysterectomy; Retrospective cohort study; Surgery; Stage (stratigraphy); Cohort; Radical Hysterectomy; Population; Cancer; Urology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005304602,0.0004411957,0.000483228,0.0009438085,0.0008734468,0.001296903,0.001403156,0.001088939,0.004220513],"category_scores_gemma":[0.01204152,0.0003289256,0.001357577,0.002029698,0.0006552331,0.0005980999,0.0008517785,0.0009938901,0.0005037772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002715587,"about_ca_system_score_gemma":0.007340171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2170488,"about_ca_topic_score_gemma":0.3579214,"domain_scores_codex":[0.9978806,0.0006611894,0.0001580908,0.0002390111,0.0006638014,0.0003973286],"domain_scores_gemma":[0.9926736,0.00262195,0.001897442,0.0004523867,0.00124297,0.00111171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002230011,0.000292122,0.9764671,0.0002885392,0.001008824,0.0001065078,0.000336395,0.0001517464,0.0001649734,0.0001382724,0.007095447,0.01172019],"study_design_scores_gemma":[0.0002425946,0.0003649207,0.9932964,0.0002927082,0.001007538,0.00009511412,0.0007528719,0.0000780936,0.00006350357,0.00006799075,0.003719907,0.00001838451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538543,0.00495664,0.000346072,0.001819234,0.0002714056,0.0005576358,0.02882838,0.00001080497,0.009355459],"genre_scores_gemma":[0.9761702,0.00237411,0.0005816524,0.001248397,0.0002069682,0.0003824044,0.01507452,0.00004101205,0.003920723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7829512,"threshold_uncertainty_score":0.4315709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04442782749170586,"score_gpt":0.3616672927933997,"score_spread":0.3172394653016938,"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."}}