{"id":"W2972319648","doi":"10.1016/j.ijrobp.2019.06.1679","title":"A Survey of Radiotherapy Practices in Post-operative Endometrial Cancer","year":2019,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Endometrial cancer; Brachytherapy; External beam radiotherapy; Radiation therapy; Radiation treatment planning; Lymphovascular invasion; Cancer; Medical physics; Surgery; 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":[0.0005134069,0.00009022703,0.0001944084,0.0009046342,0.0004693996,0.0004179629,0.0002273313,0.0004245249,0.002092932],"category_scores_gemma":[0.002733295,0.0001871892,0.0003166343,0.001487133,0.0002314184,0.0003840403,0.0004923175,0.0003810452,0.0003655829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005925679,"about_ca_system_score_gemma":0.000823179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008149069,"about_ca_topic_score_gemma":0.0121637,"domain_scores_codex":[0.9993936,0.0001650217,0.00012759,0.00007747285,0.0001133678,0.0001228997],"domain_scores_gemma":[0.9970008,0.0006947887,0.001401884,0.0000869868,0.0002883472,0.0005272664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000404674,0.0000554468,0.9943222,0.00004730911,0.00001686141,0.0001315268,0.001123545,0.00003281222,0.000364111,0.00002153804,0.0002097409,0.003634497],"study_design_scores_gemma":[0.000001609971,0.0001150209,0.9957578,0.00002300803,0.000006360986,0.0003807915,0.002833247,0.0000383983,0.00004521388,0.000006522653,0.0007883005,0.000003789172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99809,0.0004263043,0.00005615829,0.0001564491,0.000004578223,0.00001247996,0.0004464536,0.000003027403,0.00080462],"genre_scores_gemma":[0.9984649,0.0005268762,0.0001178243,0.0001664293,0.000006728684,0.00001875809,0.0002807998,0.000003228276,0.0004143584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008149069,"threshold_uncertainty_score":0.01620322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0500065387827283,"score_gpt":0.4183660492417999,"score_spread":0.3683595104590716,"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."}}