{"id":"W2159562652","doi":"10.2337/dc13-0045","title":"Detection Bias and Overestimation of Bladder Cancer Risk in Type 2 Diabetes","year":2013,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; Alberta Diabetes Foundation; Institute of Nutrition, Metabolism and Diabetes; Alberta Innovates; Alberta Innovates - Health Solutions; American Diabetes Association","keywords":"Medicine; Bladder cancer; Cohort; Diabetes mellitus; Incidence (geometry); Hazard ratio; Cohort study; Type 2 diabetes; Internal medicine; Cancer; Population; Endocrinology; Environmental health; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000752841,0.0001235556,0.000168709,0.00005951931,0.00003148045,0.00001951823,0.00006835997,0.000124868,0.0000998025],"category_scores_gemma":[0.0001170081,0.0001155813,0.00004033087,0.0001215092,0.00005735563,0.00001181239,0.00004302642,0.00007093664,0.0000142459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001447424,"about_ca_system_score_gemma":0.00002981588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000140527,"about_ca_topic_score_gemma":0.0002403737,"domain_scores_codex":[0.9992359,0.00006268347,0.0001708787,0.0002301218,0.00008767338,0.0002127586],"domain_scores_gemma":[0.9994792,0.00001801393,0.0001046776,0.0001845113,0.0001646352,0.00004901083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005316928,0.00001196131,0.6022768,0.00008572177,0.00003961941,3.592119e-8,0.0001299125,0.00009807195,0.1221268,0.000002296833,0.0003523635,0.2748711],"study_design_scores_gemma":[0.0004238532,0.0001268975,0.4083223,0.0000390846,0.00004046071,3.513773e-8,0.000200214,0.0005083531,0.5817404,0.0001194103,0.008297236,0.0001816563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8487449,0.1507396,0.000003337033,0.000004628326,0.0001831866,0.0001638872,0.00004827129,0.000006591737,0.0001056797],"genre_scores_gemma":[0.9851187,0.0143928,0.00006995507,0.0001075663,0.0001197886,0.00009074093,0.00006715792,0.00001789285,0.00001541964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4596137,"threshold_uncertainty_score":0.471327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008408085300323637,"score_gpt":0.2322040420165291,"score_spread":0.2237959567162054,"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."}}