{"id":"W4379983944","doi":"10.1158/1055-9965.epi-22-1324","title":"Diabetes and Prostate Cancer Outcomes in Men with Nonmetastatic Castration-Resistant Prostate Cancer: Results from the SEARCH Cohort","year":2023,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Prostate cancer; Diabetes mellitus; Proportional hazards model; Internal medicine; Oncology; Cancer; Cohort; Gynecology; Veterans Affairs; Prostate; Endocrinology","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":[0.001247685,0.0003032497,0.0005027257,0.0009259988,0.0003412038,0.000828089,0.0005185661,0.0003543975,0.001336268],"category_scores_gemma":[0.002184869,0.0004158629,0.001284108,0.001609653,0.0002070981,0.0004620853,0.0008294362,0.0004897658,0.0002803018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003766898,"about_ca_system_score_gemma":0.0005736158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02372807,"about_ca_topic_score_gemma":0.03498632,"domain_scores_codex":[0.999447,0.0001583287,0.00006531775,0.0001224716,0.0001221237,0.00008474425],"domain_scores_gemma":[0.9984182,0.0002481629,0.000643439,0.0002286978,0.0001931042,0.0002683954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00023414,0.00002181125,0.9984555,0.0000181005,0.0002348294,0.0000386539,0.00005785387,0.00003000137,0.00008389247,0.0000146696,0.000177002,0.0006334895],"study_design_scores_gemma":[0.000027818,0.00006313678,0.999185,0.000008523726,0.0001669139,0.0001042572,0.0001079764,0.0001025295,0.00002607882,0.000009131977,0.0001950993,0.000003465136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965745,0.0008447466,0.00008037385,0.0000768196,0.000007757964,0.00001305141,0.002088383,0.000006664926,0.000307802],"genre_scores_gemma":[0.9970515,0.0004137562,0.00007730515,0.00004312411,0.00001537922,0.00001464339,0.002157518,0.000004356984,0.0002224844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02372807,"threshold_uncertainty_score":0.04717994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05847743160792718,"score_gpt":0.3861840335194454,"score_spread":0.3277066019115182,"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."}}