{"id":"W2143201275","doi":"10.1158/1055-9965.epi-07-0182","title":"Prediagnostic Plasma C-Peptide and Pancreatic Cancer Risk in Men and Women","year":2007,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Lustgarten Foundation","keywords":"Pancreatic cancer; Medicine; Internal medicine; Hyperinsulinemia; Quartile; Body mass index; Cancer; Endocrinology; C-peptide; Insulin; Prospective cohort study; Population; Diabetes mellitus; Insulin resistance; Gastroenterology; Oncology; Confidence interval; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005424747,0.0002165077,0.0008930106,0.0002728412,0.0001045074,0.000004790845,0.00006901533,0.0003223965,0.0002499482],"category_scores_gemma":[0.002437828,0.0001854664,0.00005609663,0.0002178705,0.0005308606,0.00009063452,0.00007520133,0.0003508955,0.000007241163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005520069,"about_ca_system_score_gemma":0.0002406325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543951,"about_ca_topic_score_gemma":0.001700539,"domain_scores_codex":[0.9972299,0.0006552372,0.0006905482,0.0005419668,0.0001163967,0.0007659515],"domain_scores_gemma":[0.9959497,0.003156261,0.0002627781,0.0002186929,0.00005817287,0.0003543458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001378627,0.00007555506,0.9570768,0.0001723616,0.0004925901,0.00003239021,0.0005371379,0.000002799189,0.0002524381,0.00006185017,0.002218997,0.0376984],"study_design_scores_gemma":[0.003385573,0.0004643018,0.9870631,0.0004992359,0.0003642607,0.00004182044,0.0005838335,0.001996718,0.00004254609,0.004564905,0.0008364035,0.000157276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978401,0.01669579,0.0004651608,0.001597515,0.0001364288,0.0009597198,0.00001659214,0.00003499616,0.00169281],"genre_scores_gemma":[0.9572919,0.03739243,0.002174577,0.0003388138,0.0001705389,0.0006935382,0.00002372222,0.00002350304,0.00189097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03754112,"threshold_uncertainty_score":0.75631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04131035371551964,"score_gpt":0.3944847883390595,"score_spread":0.3531744346235399,"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."}}