{"id":"W4211209990","doi":"10.1158/1055-9965.epi-21-1060","title":"Biomarkers of Glucose Homeostasis and Inflammation with Risk of Prostate Cancer: A Case–Cohort Study","year":2022,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; Centers for Disease Control and Prevention; American Cancer Society","keywords":"Prostate cancer; Prostate; Inflammation; Glucose homeostasis; Cancer; Homeostasis","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":[0.002898617,0.0006266852,0.000683279,0.0008350807,0.001315173,0.0009990124,0.00105021,0.001014419,0.001530847],"category_scores_gemma":[0.004565284,0.001004265,0.001140594,0.001689074,0.0006103558,0.00064768,0.0008104881,0.00126553,0.000281566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006793009,"about_ca_system_score_gemma":0.0009043834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109511,"about_ca_topic_score_gemma":0.009163334,"domain_scores_codex":[0.9977306,0.0008835533,0.0001631297,0.0006421226,0.0003506218,0.0002299879],"domain_scores_gemma":[0.9969505,0.0006519139,0.0008628095,0.0008321943,0.00031813,0.0003843628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008154637,0.0003274999,0.9955633,0.00003317336,0.0006832001,0.0004251385,0.0001707237,0.00005634526,0.0003441647,0.0000707017,0.0002483925,0.001261789],"study_design_scores_gemma":[0.0002365789,0.0009957642,0.993485,0.00004389951,0.0008335094,0.002460439,0.000283593,0.000640352,0.0001467503,0.0001336508,0.0007126196,0.00002771891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974114,0.001131508,0.0005017463,0.00008863151,0.00002359207,0.00006868043,0.0004738408,0.000006391664,0.0002942711],"genre_scores_gemma":[0.998184,0.0004995698,0.0006256903,0.00005796067,0.00003373682,0.00007053103,0.000342344,0.000004211317,0.0001818572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109511,"threshold_uncertainty_score":0.02177471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265898937069229,"score_gpt":0.3271926399397925,"score_spread":0.3045336505691002,"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."}}