{"id":"W4307149950","doi":"10.1016/j.ijrobp.2022.07.1273","title":"Early-Stage Endometrial Ca with Multifocal LVSI – Adjuvant Radiation Treatment Choice","year":2022,"lang":"sk","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Endometrial cancer; Stage (stratigraphy); Retrospective cohort study; Proportional hazards model; Internal medicine; Brachytherapy; Oncology; Radiation therapy; 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":[0.0002779923,0.0002234245,0.0003129737,0.0003970335,0.0004145113,0.0004234391,0.0002224857,0.0004538937,0.009754243],"category_scores_gemma":[0.001318831,0.0001033886,0.0004241178,0.000263498,0.000269692,0.0003798795,0.0003174933,0.0005464637,0.0007175845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005661635,"about_ca_system_score_gemma":0.0008868077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294533,"about_ca_topic_score_gemma":0.005594881,"domain_scores_codex":[0.9998362,0.00002138402,0.00001689887,0.00003773397,0.00003254265,0.00005513988],"domain_scores_gemma":[0.9996817,0.00006626188,0.00007170263,0.00002364286,0.00003074671,0.0001258981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00312986,0.0003102551,0.562376,0.000819119,0.0002873512,0.0193607,0.0002607467,0.002785195,0.04617712,0.004709611,0.01452408,0.3452601],"study_design_scores_gemma":[0.0003416644,0.001779978,0.711206,0.0006775436,0.0006677536,0.1037092,0.0009779823,0.004822597,0.01211838,0.02113865,0.1424697,0.00009064343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792045,0.02534928,0.008086111,0.01073562,0.001017863,0.0003000245,0.00209576,0.0001945016,0.0730163],"genre_scores_gemma":[0.9868948,0.002318146,0.003062272,0.001347292,0.0005128455,0.0000559271,0.000943993,0.00003319387,0.004831557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009754243,"threshold_uncertainty_score":0.03263116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966010739578236,"score_gpt":0.3429142670985073,"score_spread":0.313254159702725,"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."}}