{"id":"W2790015332","doi":"10.1097/mpa.0000000000000989","title":"The Association of Recently Diagnosed Diabetes and Long-term Diabetes With Survival in Pancreatic Cancer Patients","year":2018,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"National Cancer Institute; Instituto de Salud Carlos III; Fondazione Italiana per la Ricerca sul Cancro; National Institutes of Health; Fundació la Marató de TV3","keywords":"Medicine; Diabetes mellitus; Internal medicine; Hazard ratio; Proportional hazards model; Pancreatic cancer; Population; Type 2 diabetes; Body mass index; Disease; Cancer; Stage (stratigraphy); Confidence interval; Oncology; Endocrinology","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":[0.0007884809,0.0001466925,0.0005537979,0.00008063592,0.0001209464,0.0000196211,0.00009373984,0.0001069542,0.00006697419],"category_scores_gemma":[0.001110059,0.00008994438,0.0000333917,0.0002728023,0.0003204691,0.00006640467,0.00004843473,0.0001715894,0.000009704472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961002,"about_ca_system_score_gemma":0.0001612119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002603746,"about_ca_topic_score_gemma":0.001421052,"domain_scores_codex":[0.9983224,0.0002256284,0.0003096318,0.0002310688,0.0004344992,0.0004768012],"domain_scores_gemma":[0.9976524,0.001454291,0.0001945688,0.0002227294,0.0003503482,0.0001256895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002520551,0.0001981335,0.9951974,0.0001058946,0.0002373217,0.000002909537,0.0002720048,4.416803e-8,0.0003520423,0.00002694082,0.0001457028,0.003209548],"study_design_scores_gemma":[0.003071866,0.0008511958,0.9942955,0.0003820343,0.0002555911,2.773843e-7,0.00005136392,0.00008696149,0.0007582061,0.00004613769,0.0001028693,0.00009792974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964294,0.0008381627,0.000001287711,0.0004552869,0.00009812494,0.0006047717,0.00001573804,0.000016232,0.001541036],"genre_scores_gemma":[0.9975101,0.001433121,0.00005425674,0.00009259738,0.0001371087,0.0001592109,0.00002016045,0.00001942984,0.0005740068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003111618,"threshold_uncertainty_score":0.3667825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476957024813289,"score_gpt":0.2983240281450042,"score_spread":0.2835544578968713,"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."}}