{"id":"W2942974402","doi":"10.3747/co.26.4655","title":"Neoadjuvant Chemotherapy Followed by Surgery for Advanced-Stage Endometrial Cancer","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Interior Health; BC Cancer Agency","funders":"Radboud Institute for Health Sciences; Radboud Universiteit","keywords":"Medicine; Debulking; Serous fluid; Stage (stratigraphy); Endometrial cancer; Oncology; Chemotherapy; Serous carcinoma; Internal medicine; Surgery; Cancer; Ovarian cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002562691,0.0002381842,0.0009615056,0.0002172595,0.00004803299,0.000009617443,0.0001030236,0.0001564262,0.002337638],"category_scores_gemma":[0.0002658216,0.0001858998,0.0004053871,0.0004735278,0.00004795178,0.00006831846,0.00002881511,0.0001910079,0.00008921244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005918204,"about_ca_system_score_gemma":0.0003764167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004201719,"about_ca_topic_score_gemma":0.00001322026,"domain_scores_codex":[0.9983174,0.00005354727,0.0004222915,0.0004613514,0.0002530462,0.0004924182],"domain_scores_gemma":[0.9981118,0.001074906,0.0002021914,0.0002574901,0.0001286424,0.0002249208],"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":[0.009974194,0.001508895,0.09582771,0.0003045781,0.0003018797,0.000009416421,0.00007168519,0.000003214004,0.009314569,0.00008040151,0.0527062,0.8298973],"study_design_scores_gemma":[0.0314817,0.001647395,0.002536513,0.00008469593,0.0001390593,0.00000399274,0.00003421989,0.00003142368,0.006268365,0.00004652984,0.9575216,0.0002044991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954594,0.02340619,0.0003671853,0.003038484,0.0131396,0.002879831,0.0004103452,0.0001169861,0.002047342],"genre_scores_gemma":[0.9747142,0.009866612,0.000462091,0.001898866,0.002147413,0.001575187,0.0006361094,0.0001011582,0.008598428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9048154,"threshold_uncertainty_score":0.9985744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001673726217186,"score_gpt":0.4287820960800452,"score_spread":0.3286147234583266,"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."}}