{"id":"W3158705568","doi":"10.1016/j.ygyno.2021.04.029","title":"Uterine serous carcinoma","year":2021,"lang":"en","type":"review","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute","keywords":"Medicine; Endometrial cancer; Serous fluid; Oncology; Serous carcinoma; Internal medicine; Cancer; Radiation therapy; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002276266,0.0005270209,0.004690128,0.0002471331,0.00007337325,0.00001448753,0.0002246711,0.001110681,0.007710177],"category_scores_gemma":[0.0005579203,0.0003526259,0.0009492777,0.0007536201,0.0001033129,0.00002354956,0.0002852474,0.0006973353,0.0008061606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657706,"about_ca_system_score_gemma":0.001800446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004008621,"about_ca_topic_score_gemma":0.00003210165,"domain_scores_codex":[0.9972858,0.000404579,0.0007764854,0.0007501068,0.0002084344,0.0005746252],"domain_scores_gemma":[0.9975669,0.001085475,0.0003491914,0.0005705076,0.0001192483,0.0003086767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002803225,0.0005754318,0.00007345009,0.005754178,0.0004679496,0.005755586,0.000008275026,3.228877e-8,2.059435e-7,0.00009431937,0.002215048,0.9850275],"study_design_scores_gemma":[0.001990414,0.003305427,0.0002112246,0.0009233495,0.002729391,0.001926253,0.0000134784,2.27798e-7,8.304214e-7,0.00003247443,0.9885928,0.0002741516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008160896,0.9645367,0.000003581068,0.0002654259,0.001706171,0.001156512,0.0000584578,0.000109184,0.03208242],"genre_scores_gemma":[0.00006617222,0.9882751,0.0007256207,0.0009707064,0.0007731618,0.0005775447,0.0005787637,0.0000537521,0.007979193],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9863777,"threshold_uncertainty_score":0.9999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151077605673731,"score_gpt":0.4314905779340817,"score_spread":0.3163828173667087,"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."}}