{"id":"W4282918027","doi":"10.1158/1538-7445.am2022-6402","title":"Abstract 6402: Associations of sodium glucose cotransporter-2 (SGLT2), metabolic disorders, and survival following incident epithelial ovarian cancer","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Mechanisms of cancer metastasis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NeuroRx Research (Canada)","funders":"","keywords":"Medicine; Debulking; Internal medicine; Ovarian cancer; Oncology; Cancer; Proportional hazards model; Epithelial 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":[],"consensus_categories":[],"category_scores_codex":[0.001656083,0.0001635892,0.0003093021,0.0001434317,0.0004152085,0.00003250262,0.0004156935,0.00008718755,0.0006760648],"category_scores_gemma":[0.00009538593,0.0001768844,0.0001641174,0.0003376816,0.0001091989,0.00001192581,0.0003161031,0.0003853414,0.000001482663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195672,"about_ca_system_score_gemma":0.0006988672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005961515,"about_ca_topic_score_gemma":0.005636769,"domain_scores_codex":[0.9974994,0.0002568548,0.0003271495,0.000487093,0.0009196668,0.0005098419],"domain_scores_gemma":[0.9991081,0.00005229875,0.0001411315,0.0003829692,0.0001673045,0.0001482206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001952577,0.0001076241,0.01185347,0.00004077986,0.0003738734,0.000005876352,0.0002607652,0.0001332342,0.9729132,0.0004168616,0.0006667302,0.01303229],"study_design_scores_gemma":[0.002557575,0.0002928022,0.1222185,0.00002713189,0.0001446164,0.000001335142,0.0007362957,0.0000160944,0.7627372,0.0008765276,0.1099479,0.0004439548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984898,0.0114313,0.0001328421,0.0007318256,0.0007038639,0.000413851,0.001401094,0.00001054751,0.0002766495],"genre_scores_gemma":[0.9941543,0.004406491,0.0001191945,0.00007640765,0.0002785752,0.0005484708,0.0001375971,0.0000433571,0.000235641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.210176,"threshold_uncertainty_score":0.9012067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438767546453897,"score_gpt":0.3661654964709947,"score_spread":0.322288741825605,"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."}}