{"id":"W2102113127","doi":"10.1093/jnci/djt123","title":"Hyperglycemia, Insulin Resistance, Impaired Pancreatic β-Cell Function, and Risk of Pancreatic Cancer","year":2013,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; U.S. Public Health Service; National Institutes of Health; Howard Hughes Medical Institute","keywords":"Proinsulin; Insulin resistance; Internal medicine; Medicine; Pancreatic cancer; Diabetes mellitus; Endocrinology; Insulin; Impaired glucose tolerance; Peripheral; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006403027,0.0001678946,0.000631134,0.0002027268,0.0001855514,0.00001977875,0.0002059624,0.0001253777,0.000413454],"category_scores_gemma":[0.0008280285,0.0001039302,0.0001754583,0.0004037698,0.0003902278,0.0002992388,0.00005578997,0.0004823294,0.000008913206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004674112,"about_ca_system_score_gemma":0.002241231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375195,"about_ca_topic_score_gemma":0.0003729112,"domain_scores_codex":[0.9977321,0.0001381467,0.0007337886,0.0001629296,0.001004933,0.0002280812],"domain_scores_gemma":[0.9968262,0.0002766341,0.0008175758,0.0001653346,0.00172864,0.0001855805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001586993,0.0002450438,0.963118,0.0003646469,0.001110698,0.000006231706,0.0002519303,0.0002570657,0.006605582,0.0004068136,0.02439221,0.001654855],"study_design_scores_gemma":[0.004881607,0.0003141066,0.9782523,0.0006550374,0.00153612,0.00008180668,0.00008919815,0.0004393047,0.0008772587,0.003456499,0.00928425,0.000132537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984849,0.007492546,0.0001013871,0.002283711,0.0006327974,0.0004654313,0.00006028911,0.000007499822,0.004107336],"genre_scores_gemma":[0.9844061,0.008787271,0.001098123,0.0004952125,0.0007224563,0.00007998908,0.000002719424,0.00001648595,0.0043917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01513435,"threshold_uncertainty_score":0.4527031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03375624116049702,"score_gpt":0.321464622788536,"score_spread":0.287708381628039,"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."}}