{"id":"W4283389001","doi":"10.1136/ijgc-2021-003210","title":"A population-based study of outcomes in adjuvant radiotherapy for stage II endometrial carcinoma","year":2022,"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 Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Brachytherapy; Vaginal vault; External beam radiotherapy; Radiation therapy; Endometrial cancer; Stage (stratigraphy); Proportional hazards model; Retrospective cohort study; Surgery; Radiology; Hysterectomy; Cancer; Internal medicine","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":[0.0009887395,0.0003788015,0.0005498116,0.0008252799,0.0007955746,0.0009952665,0.0005069685,0.0009240646,0.001396419],"category_scores_gemma":[0.003408086,0.0004887841,0.001236105,0.0019921,0.0005157433,0.0007769727,0.0007596195,0.00104294,0.0002905157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005119743,"about_ca_system_score_gemma":0.0005052039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006696225,"about_ca_topic_score_gemma":0.00724127,"domain_scores_codex":[0.9989752,0.0004146257,0.0000932617,0.0002412412,0.0001196887,0.0001560378],"domain_scores_gemma":[0.9986869,0.000281798,0.0004670561,0.0001777669,0.000138783,0.0002476922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006667992,0.0001594949,0.9973857,0.00001264255,0.000344873,0.0001016718,0.0001465777,0.0000348107,0.0003198386,0.00001846377,0.00007380044,0.0007353008],"study_design_scores_gemma":[0.00004868836,0.0003602477,0.9985795,0.000003950584,0.0001666847,0.000158809,0.0004126569,0.00008057257,0.00002752682,0.00002462387,0.0001295297,0.000007261546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993871,0.0001277213,0.00005741295,0.00002681602,0.000006374978,0.000008132644,0.0001817579,0.000001583746,0.0002029436],"genre_scores_gemma":[0.9996181,0.0000475614,0.00002473543,0.00002389647,0.000008490384,0.000008975118,0.0001831,0.000001550755,0.00008370731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006696225,"threshold_uncertainty_score":0.01331449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04960488829420832,"score_gpt":0.377848205535662,"score_spread":0.3282433172414537,"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."}}