{"id":"W4210253382","doi":"10.1016/j.diabres.2022.109229","title":"Long-Term patterns of cancer incidence among patients with and without type 2 diabetes in the United Kingdom","year":2022,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Incidence (geometry); Poisson regression; Rate ratio; Internal medicine; Cancer; Confidence interval; Population; Type 1 diabetes; Endocrinology; Environmental health","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":[0.0003148306,0.0002262814,0.0005138943,0.001010073,0.0003768099,0.000862526,0.0004735022,0.0006362967,0.001750273],"category_scores_gemma":[0.001791662,0.0003211462,0.000617722,0.001947971,0.0003979419,0.0005526409,0.0009649179,0.0006659111,0.0002546029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546682,"about_ca_system_score_gemma":0.0005787982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1416261,"about_ca_topic_score_gemma":0.1448132,"domain_scores_codex":[0.9994264,0.0001071214,0.0001238737,0.0001186318,0.00008888266,0.0001350895],"domain_scores_gemma":[0.9979813,0.0002648562,0.0008880609,0.00007142854,0.0003235319,0.0004709296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001147253,0.000007852348,0.9988676,0.00001480952,0.0000426409,0.0001062841,0.0001205005,0.00002829414,0.0001263598,0.00001338318,0.0001021117,0.000455389],"study_design_scores_gemma":[0.000001979999,0.00002148329,0.9995536,0.000006492489,0.000009411528,0.0000814919,0.0002093617,0.00002372923,0.00001000393,0.000002982769,0.00007661701,0.000002711458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965708,0.001136577,0.0000386059,0.0001367842,0.0000101214,0.000004280777,0.001572252,0.000004029888,0.0005266874],"genre_scores_gemma":[0.9984992,0.0003332424,0.00002049177,0.0000511768,0.000005109645,0.000003949603,0.0008527157,0.000001710301,0.0002325258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1416261,"threshold_uncertainty_score":0.2816035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06158544091213135,"score_gpt":0.4240519784043699,"score_spread":0.3624665374922386,"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."}}