{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003710201,0.0001360829,0.000214892,0.0003915965,0.0002504213,0.0003167001,0.0002608026,0.0001671157,0.002041966],"category_scores_gemma":[0.001323573,0.000109066,0.0001985924,0.000615588,0.0001573705,0.0001787845,0.0002618209,0.0003957898,0.0001459437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002873342,"about_ca_system_score_gemma":0.0003277224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005274975,"about_ca_topic_score_gemma":0.007433606,"domain_scores_codex":[0.9998237,0.00003603606,0.00002110448,0.00005189451,0.00003362882,0.00003365934],"domain_scores_gemma":[0.9986625,0.0002747583,0.0006162707,0.00009068968,0.0001484312,0.0002073027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006155118,0.000006223342,0.9993089,0.000003535758,0.00001387714,0.00001786918,0.000005086823,0.00001846298,0.0001142819,0.000002033892,0.00005061479,0.0003973861],"study_design_scores_gemma":[0.000005301164,0.00003133593,0.9994468,0.000001657658,0.00001799381,0.0001240964,0.00002123837,0.0001399594,0.00009833344,0.000006217811,0.0001061614,8.921083e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984805,0.0001777644,0.0001108342,0.00004499332,0.000004505757,0.000005178672,0.0009426935,0.000005909909,0.0002275572],"genre_scores_gemma":[0.9987627,0.00005651351,0.0000929808,0.00001328678,0.000008443692,0.000006552984,0.0008737846,0.000001816395,0.000183819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005274975,"threshold_uncertainty_score":0.01048857,"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."}}