{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000722794,0.0004015528,0.000305969,0.0006301017,0.0003325846,0.0005644907,0.0002531523,0.0005260096,0.001698929],"category_scores_gemma":[0.002432587,0.0004088768,0.0006546814,0.0006280057,0.0003817575,0.0002858339,0.0003173015,0.0005196737,0.0002309137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547271,"about_ca_system_score_gemma":0.0002257448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281861,"about_ca_topic_score_gemma":0.001910402,"domain_scores_codex":[0.9997666,0.00005841828,0.00001598681,0.00008438169,0.00003289041,0.00004165501],"domain_scores_gemma":[0.9989153,0.0003574528,0.0003663878,0.0000984209,0.00004893907,0.0002134959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001793733,0.000009329298,0.9989421,0.000004999942,0.00004542275,0.00004548904,0.00002702863,0.00002363738,0.000101194,0.00001038083,0.00003726591,0.0005739128],"study_design_scores_gemma":[0.00001124875,0.00009135185,0.9991601,0.000005501992,0.00005774471,0.0002696574,0.00005522107,0.000120277,0.00006001649,0.00003551335,0.0001308827,0.00000248653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979749,0.001075004,0.0001257197,0.00005712574,0.00001233223,0.000006073773,0.0002441244,0.000008515417,0.0004960466],"genre_scores_gemma":[0.999302,0.000253912,0.00007455359,0.00002840873,0.00001808011,0.000006792893,0.0001829418,0.000002204791,0.0001310692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002281861,"threshold_uncertainty_score":0.005683541,"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."}}