{"id":"W2893193895","doi":"10.7759/cureus.3387","title":"Outcomes of Adjuvant Therapy for Stage IA Serous Endometrial Cancer","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre","funders":"","keywords":"Medicine; Endometrial cancer; Serous fluid; Brachytherapy; Stage (stratigraphy); Hazard ratio; Serous carcinoma; Chemotherapy; Proportional hazards model; Retrospective cohort study; Oncology; Radiation therapy; Cancer; Internal medicine; Surgery; Ovarian 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000120181,0.0001420509,0.0005014621,0.00009075255,0.00004483185,0.000006159054,0.0000979484,0.00007496448,0.001593511],"category_scores_gemma":[0.0002413264,0.00009105244,0.0001939068,0.0003107732,0.00008038331,0.00004435235,0.00002174272,0.00005236594,0.00001517487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010249,"about_ca_system_score_gemma":0.0001013683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008369702,"about_ca_topic_score_gemma":0.0001702368,"domain_scores_codex":[0.9990405,0.00001764595,0.0002623409,0.0002082034,0.0002403673,0.0002308745],"domain_scores_gemma":[0.9991125,0.0002050902,0.0001109445,0.0002540469,0.0002045789,0.0001127775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01832262,0.00204995,0.6539896,0.0002607022,0.003043952,0.00002058933,0.0008735387,0.000001716172,0.01878109,0.001188995,0.004793547,0.2966737],"study_design_scores_gemma":[0.09134313,0.01418637,0.469723,0.0001284162,0.00063288,0.000005991476,0.0001961533,0.00003173728,0.1988709,0.0008566002,0.2235559,0.0004689016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859202,0.007127123,0.0002130518,0.0006191088,0.001729635,0.00121983,0.0003293266,0.00005379542,0.00278794],"genre_scores_gemma":[0.9934619,0.0009611598,0.0006761741,0.0005898218,0.001028297,0.0001546003,0.00002227515,0.00002528976,0.003080483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2962048,"threshold_uncertainty_score":0.9993192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06967409839006791,"score_gpt":0.3998417605874507,"score_spread":0.3301676621973828,"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."}}