{"id":"W2801624714","doi":"10.1002/dmrr.3018","title":"Newly diagnosed type 2 diabetes may serve as a potential marker for pancreatic cancer","year":2018,"lang":"en","type":"article","venue":"Diabetes/Metabolism Research and Reviews","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"European Foundation for the Study of Diabetes","keywords":"Pancreatic cancer; Medicine; Diabetes mellitus; Type 2 diabetes; Population; Cancer; Internal medicine; Cohort; Risk factor; Pancreas; Oncology; 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":[0.0009657802,0.0003078446,0.0004147253,0.001035571,0.0003444444,0.001484033,0.0003540834,0.0006797551,0.00266003],"category_scores_gemma":[0.003271046,0.0001682581,0.0004531816,0.001769791,0.0002974487,0.0007202705,0.000342838,0.001195334,0.0006096915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003200285,"about_ca_system_score_gemma":0.0002969676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843099,"about_ca_topic_score_gemma":0.002941334,"domain_scores_codex":[0.999529,0.000201279,0.00004910935,0.00007866017,0.0000807943,0.00006118556],"domain_scores_gemma":[0.9974475,0.0009581591,0.001021647,0.0001224427,0.0002364348,0.0002139341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004876748,0.0001164749,0.9205928,0.0005941319,0.0002322807,0.002715707,0.000180376,0.0001977766,0.00153906,0.00102901,0.004071896,0.06824269],"study_design_scores_gemma":[0.00002652679,0.0005127126,0.933771,0.0006659089,0.0005376452,0.01771116,0.0006034143,0.0009836645,0.001839484,0.003101042,0.04020722,0.00004032993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6459736,0.2931968,0.005895149,0.01280866,0.00246774,0.00008825486,0.002666316,0.0001660156,0.03673758],"genre_scores_gemma":[0.9378171,0.05163653,0.002647473,0.001762984,0.001457745,0.00001816752,0.0008423205,0.00001719108,0.003800568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00266003,"threshold_uncertainty_score":0.008898735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07448279880753156,"score_gpt":0.4187706601149479,"score_spread":0.3442878613074163,"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."}}