{"id":"W2309145526","doi":"10.1016/j.urology.2016.01.041","title":"Influence of Metabolic Syndrome on Prostate Cancer Stage, Grade, and Overall Recurrence Risk in Men Undergoing Radical Prostatectomy","year":2016,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Biochemical recurrence; Hazard ratio; Odds ratio; Internal medicine; Metabolic syndrome; Confidence interval; Prostate-specific antigen; Urology; Prostate biopsy; Androgen deprivation therapy; Proportional hazards model; Cancer; Surgery; Obesity","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":[0.0003899794,0.0002628115,0.0004300296,0.0003664673,0.0003573031,0.000573994,0.0002948455,0.0005517246,0.001711237],"category_scores_gemma":[0.002008853,0.0003186353,0.001164096,0.0005621901,0.0002465049,0.0003076225,0.0004115633,0.0008226093,0.0001217931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310956,"about_ca_system_score_gemma":0.0004716361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007006837,"about_ca_topic_score_gemma":0.01232937,"domain_scores_codex":[0.9996988,0.000116774,0.00002637232,0.00004276814,0.00004877237,0.00006669648],"domain_scores_gemma":[0.9990572,0.0002593371,0.000296464,0.00007942224,0.00005219209,0.0002554487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007418054,0.00005303439,0.9969751,0.000008842108,0.0002528132,0.00006503898,0.00002687047,0.00005987468,0.0002108345,0.00001308398,0.00004170879,0.001550957],"study_design_scores_gemma":[0.000005780336,0.0001022157,0.9995365,0.000002447362,0.0000914794,0.00006164857,0.00004259984,0.00008811864,0.00001894483,0.00001164461,0.0000358543,0.000002692637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981344,0.00108856,0.00004365165,0.00009390295,0.00001726035,0.000003398195,0.0001170957,0.000003906318,0.0004978065],"genre_scores_gemma":[0.9995204,0.0001959395,0.00002667672,0.00002654546,0.00002359802,0.000001224372,0.00007758731,0.000001520526,0.0001265389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007006837,"threshold_uncertainty_score":0.01393211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214246629439331,"score_gpt":0.2786789578064089,"score_spread":0.2665364915120156,"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."}}