{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08393954,0.0005994953,0.001226338,0.001955302,0.0007004371,0.00229238,0.00219965,0.001581034,0.0009234326],"category_scores_gemma":[0.2557898,0.0006956533,0.00208085,0.002534756,0.001664755,0.001506434,0.002156854,0.001083106,0.000200134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116515,"about_ca_system_score_gemma":0.001475205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185429,"about_ca_topic_score_gemma":0.008132017,"domain_scores_codex":[0.9092307,0.06163349,0.007309236,0.009054833,0.01098447,0.001787331],"domain_scores_gemma":[0.6935469,0.1975747,0.07670442,0.02050501,0.01047451,0.001194372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003633581,0.00002011069,0.9891357,0.0002067659,0.001056372,0.00007301223,0.0003825715,0.0003339183,0.000125281,0.0002325851,0.0003148543,0.007755478],"study_design_scores_gemma":[0.0001140532,0.0003406351,0.98699,0.0004216841,0.00146044,0.001222169,0.0003826008,0.004319233,0.001034966,0.001826761,0.001836482,0.00005084917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440719,0.02132073,0.02474614,0.002479914,0.0004093039,0.0004025743,0.002698593,0.0001100515,0.003760731],"genre_scores_gemma":[0.9933558,0.0009871656,0.003459078,0.0008909449,0.0002420628,0.0001453026,0.000586644,0.00001575135,0.0003174133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08393954,"threshold_uncertainty_score":0.4439201,"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."}}