{"id":"W2632916022","doi":"10.1016/j.ygyno.2017.06.020","title":"Assessment of DNA Ploidy in the ProMisE molecular subgroups of endometrial cancer","year":2017,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Ploidy; Endometrial cancer; Internal medicine; Medicine; DNA; Oncology; Cancer; Carcinoma; Cancer research; Biology; Gene; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008451894,0.0001386037,0.0007847472,0.0001820135,0.00006880613,0.000007449391,0.0004003647,0.0001966662,0.0006185578],"category_scores_gemma":[0.001642863,0.00008152594,0.0001641222,0.0002722632,0.0002724245,0.00004203366,0.0001138576,0.0002294561,0.000003219283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003417952,"about_ca_system_score_gemma":0.0004827016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007089574,"about_ca_topic_score_gemma":0.000439366,"domain_scores_codex":[0.9984584,0.0002451527,0.0004778432,0.0002464569,0.0003034509,0.00026871],"domain_scores_gemma":[0.9978377,0.0009507868,0.0005120828,0.0005276555,0.0001075753,0.00006424587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001989705,0.005203084,0.8479535,0.0002555341,0.0005139146,0.0007239156,0.0003488662,0.00002376278,0.05771827,0.004857687,0.0001947163,0.08021704],"study_design_scores_gemma":[0.0153245,0.005483848,0.9677132,0.00003058634,0.0002577238,0.00001117493,0.0001407452,0.00001616274,0.008414646,0.0009197305,0.001605535,0.00008217918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695395,0.0004008866,0.00001309855,0.002025996,0.0004934653,0.001084811,0.00002136013,0.000008529834,0.02641241],"genre_scores_gemma":[0.9982051,0.0002900818,0.0005970437,0.000386378,0.0001052485,0.0003294063,0.0000084173,0.000008212328,0.00007013197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197597,"threshold_uncertainty_score":0.6772774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05177726583671645,"score_gpt":0.4016788306287309,"score_spread":0.3499015647920145,"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."}}