{"id":"W2040937491","doi":"10.1016/j.ygyno.2015.02.028","title":"Clinical and pathological characterization of endometrial cancer in young women: Identification of a cohort without classical risk factors","year":2015,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"BC Cancer Foundation","keywords":"Medicine; Gynecology; Population; Cohort; Endometrial cancer; Retrospective cohort study; Menarche; Obstetrics; Lynch syndrome; Cancer; Atypical hyperplasia; Malignancy; Ovarian cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001773818,0.0001499527,0.001102025,0.0002624132,0.00002152352,0.00000432511,0.00008613185,0.0004261372,0.0001734038],"category_scores_gemma":[0.004920729,0.0001040644,0.00009213818,0.0005607553,0.0004141123,0.00006191021,0.00007499207,0.0002921941,0.000003592544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227817,"about_ca_system_score_gemma":0.0003053565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001460882,"about_ca_topic_score_gemma":0.00009154543,"domain_scores_codex":[0.9974146,0.0005967795,0.00110419,0.0003767186,0.0002533882,0.0002542538],"domain_scores_gemma":[0.9979285,0.0008233846,0.0006674941,0.000174293,0.0001890151,0.0002173191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002066921,0.001166362,0.9711779,0.00002336933,0.0001199992,0.00001772984,0.0003195649,0.00000263459,0.005759946,0.00004737812,0.000005787001,0.01929243],"study_design_scores_gemma":[0.009643036,0.005035873,0.9834229,0.00001085519,0.0001982185,0.000008777201,0.0002294783,0.00008119671,0.000813371,0.0002856419,0.0001868164,0.00008380312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974974,0.00009581006,0.00006291658,0.0001816994,0.00087151,0.0007641687,0.00008796318,0.0000214912,0.0004170701],"genre_scores_gemma":[0.9983515,0.001000643,0.0001394634,0.00004748815,0.0001384734,0.0001697952,0.00004765284,0.000008636514,0.0000963652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01920863,"threshold_uncertainty_score":0.5890928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0578503503750598,"score_gpt":0.3784071958833612,"score_spread":0.3205568455083014,"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."}}