{"id":"W4223542536","doi":"10.1097/ede.0000000000001486","title":"Incretin-Based Drugs and the Incidence of Prostate Cancer Among Patients With Type 2 Diabetes","year":2022,"lang":"en","type":"article","venue":"Epidemiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Prostate cancer; Hazard ratio; Internal medicine; Dipeptidyl peptidase-4; Oncology; Proportional hazards model; Type 2 diabetes; Incidence (geometry); Confounding; Cancer; Incretin; Propensity score matching; Cohort study; Confidence interval; Cohort; Endocrinology; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001179679,0.0002205216,0.0003626827,0.0007909611,0.0001887265,0.0006322402,0.0003602248,0.0004040876,0.001629068],"category_scores_gemma":[0.004579634,0.0002574032,0.001027362,0.001618947,0.0001785733,0.0002978531,0.0004122083,0.0009859566,0.0002102885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004287942,"about_ca_system_score_gemma":0.0003334806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985769,"about_ca_topic_score_gemma":0.004950963,"domain_scores_codex":[0.9991493,0.0002740512,0.00009237658,0.0001913425,0.00021049,0.0000823856],"domain_scores_gemma":[0.995914,0.0008290454,0.00245869,0.000264987,0.0002540963,0.0002791501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002439177,0.00003199961,0.9970005,0.00004905468,0.0002717678,0.00001805783,0.00001629173,0.0001359534,0.00005876089,0.00001936371,0.0001707718,0.001983599],"study_design_scores_gemma":[0.00002385073,0.0001184353,0.9987804,0.00002146819,0.0002008099,0.000112334,0.00002590694,0.0002500486,0.00004622867,0.00003914362,0.000376044,0.000005304023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854786,0.008689858,0.0004684372,0.0002659574,0.00006226791,0.00002376525,0.003696284,0.00002302749,0.00129182],"genre_scores_gemma":[0.9972389,0.001053971,0.0001764309,0.00007616641,0.000042712,0.00001247048,0.001220556,0.000003827447,0.0001749998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005985769,"threshold_uncertainty_score":0.01190186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102308449651402,"score_gpt":0.2586926382314632,"score_spread":0.248461793266323,"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."}}