{"id":"W2569754686","doi":"","title":"Prostate Cancer as a Metabolic Disease - Is Prostate Cancer Diagnosis Associated with Worse Cardiovascular Outcomes?","year":2014,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Confounding; Metabolic syndrome; Disease; Internal medicine; Cancer; Population; Oncology; Selection bias; Cancer registry; Obesity; Pathology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000887857,0.0001739447,0.000391296,0.0005471068,0.0003981125,0.001455756,0.0002948466,0.0005895115,0.004489962],"category_scores_gemma":[0.002240933,0.0001565632,0.0004594338,0.001884715,0.0005978463,0.0005792199,0.0004670965,0.0007247332,0.000330744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061569,"about_ca_system_score_gemma":0.001804371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03182351,"about_ca_topic_score_gemma":0.07987124,"domain_scores_codex":[0.9995529,0.0001211119,0.00002331485,0.00008492888,0.0001426961,0.0000749161],"domain_scores_gemma":[0.999308,0.0001042952,0.0002725636,0.00005571924,0.0001088803,0.0001505654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004198861,0.0000824975,0.9303662,0.0005712591,0.0003889067,0.0002621603,0.0004178747,0.0002363554,0.0006457429,0.001564409,0.004478985,0.06056565],"study_design_scores_gemma":[0.00001564577,0.00008934148,0.9930162,0.0002033512,0.000165576,0.0002987403,0.0003549755,0.0001335952,0.00008119909,0.001067162,0.004561762,0.00001231639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7756878,0.1470247,0.0008069757,0.03909904,0.0009000163,0.00007722723,0.003474252,0.00004349989,0.03288655],"genre_scores_gemma":[0.9669409,0.02838751,0.0002102499,0.001240808,0.0005111039,0.00001106874,0.000726685,0.000006151758,0.001965607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03182351,"threshold_uncertainty_score":0.06327659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006342091592792666,"score_gpt":0.2406945628946688,"score_spread":0.2343524713018761,"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."}}