{"id":"W2025931554","doi":"10.1016/j.ygyno.2010.09.014","title":"CA 125 normalization with chemotherapy is independently predictive of survival in advanced endometrial cancer","year":2010,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Endometrial cancer; Carboplatin; Oncology; Internal medicine; Chemotherapy; Ovarian cancer; Multivariate analysis; Stage (stratigraphy); Paclitaxel; Serous fluid; Cervical cancer; Gynecology; Epithelial ovarian cancer; Cancer; Cisplatin","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":[0.0003076959,0.0001883741,0.0007521727,0.0003295828,0.00003595502,0.000004018802,0.0001249664,0.0003500418,0.003844591],"category_scores_gemma":[0.0004467073,0.0001320439,0.00007858296,0.001046755,0.0001534817,0.00008316094,0.00003779811,0.0003962138,0.00001134315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840814,"about_ca_system_score_gemma":0.0005523917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006384814,"about_ca_topic_score_gemma":0.004300018,"domain_scores_codex":[0.9985028,0.00009408031,0.0004053983,0.0003574491,0.0003076626,0.000332629],"domain_scores_gemma":[0.9986081,0.0005945252,0.0002597832,0.0002067012,0.0002088102,0.000122111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01367673,0.001746392,0.881032,0.00005893259,0.0002953846,0.0001078331,0.0005462085,0.00008163627,0.0100542,0.0001803063,0.0001129824,0.09210741],"study_design_scores_gemma":[0.05052644,0.01306552,0.9081219,0.00003290261,0.0001970492,0.0000271202,0.0002887303,0.00009265234,0.01678448,0.0003132567,0.01033025,0.0002196999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848655,0.0001534663,0.0000873463,0.001062063,0.001145242,0.00098351,0.00005990643,0.0000328298,0.01161012],"genre_scores_gemma":[0.9971048,0.0004179194,0.0008314914,0.0007776659,0.0002091995,0.0002467549,0.00003652915,0.00001766477,0.0003580167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09188771,"threshold_uncertainty_score":0.997066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637145835826378,"score_gpt":0.3249099744856787,"score_spread":0.3085385161274149,"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."}}