{"id":"W2399565158","doi":"10.1016/j.brachy.2016.04.180","title":"Outcomes of Stage IA Serous Endometrial Adenocarcinoma","year":2016,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Serous fluid; Endometrial cancer; Stage (stratigraphy); Brachytherapy; Hazard ratio; Surgery; External beam radiotherapy; Oncology; Chemotherapy; Internal medicine; Radiation therapy; Cancer; Confidence interval","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":[0.0001325822,0.0001667682,0.000560234,0.0002159157,0.00002179736,0.000005396664,0.0000962509,0.00008443907,0.003974315],"category_scores_gemma":[0.0001227914,0.0000879351,0.0002334488,0.0004257413,0.0000548296,0.00007561836,0.00002109396,0.00006220346,0.0001385292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008081894,"about_ca_system_score_gemma":0.00005647283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082834,"about_ca_topic_score_gemma":0.00000945223,"domain_scores_codex":[0.9987527,0.0000440715,0.0003335137,0.0002525218,0.0003729048,0.0002442829],"domain_scores_gemma":[0.998961,0.0003304057,0.0001293424,0.0003570474,0.00007405321,0.0001481789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002409562,0.0002868632,0.8855007,0.00003286357,0.0003476724,0.00003377133,0.00005714708,8.203908e-8,0.01445954,0.0004936702,0.00007412653,0.09630398],"study_design_scores_gemma":[0.02790545,0.00200868,0.93826,0.00005287946,0.00006552594,0.00001491643,0.00002551126,5.057031e-7,0.02527195,0.0003029387,0.005957773,0.0001338641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937446,0.001789615,0.00009261759,0.0009717346,0.0003880812,0.0004755571,0.00005414809,0.00006093301,0.002422724],"genre_scores_gemma":[0.9896187,0.0003405151,0.0003899186,0.000459522,0.0002142591,0.00002714798,0.000005862878,0.00002774029,0.008916352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09617012,"threshold_uncertainty_score":0.9969362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467407836599606,"score_gpt":0.3277930572940261,"score_spread":0.2931189789280301,"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."}}