{"id":"W1996266356","doi":"10.1245/s10434-006-9249-8","title":"Trends in the Treatment and Outcome of Pancreatic Cancer in the United States","year":2007,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Pancreatic cancer; Cancer; Surgical oncology; Internal medicine; Cancer registry; Survival rate; Epidemiology; Disease; Adenocarcinoma; Population; Incidence (geometry); Mortality rate; Surgery; Oncology","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":[0.0004646845,0.0001076281,0.0002572003,0.001256419,0.0003264772,0.0007848518,0.000314127,0.0005878841,0.001490682],"category_scores_gemma":[0.00286348,0.0001451648,0.0004453676,0.003079015,0.0002517855,0.0007400153,0.0003566317,0.0007599558,0.0002361579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439632,"about_ca_system_score_gemma":0.001500688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05481743,"about_ca_topic_score_gemma":0.08903186,"domain_scores_codex":[0.9993721,0.0001082575,0.0001455046,0.00008334551,0.0001422075,0.0001486069],"domain_scores_gemma":[0.9962808,0.0003888128,0.00209926,0.00005991801,0.0007403204,0.0004307936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001328411,0.00005052553,0.9909484,0.00004151668,0.00004932772,0.00004719407,0.0000815648,0.0001762124,0.0001354238,0.0001252388,0.001973842,0.006238057],"study_design_scores_gemma":[0.000006162475,0.00004475792,0.9973421,0.00002884846,0.00002573707,0.0001728158,0.000365755,0.0002605144,0.00007573179,0.00004603991,0.001627267,0.000004431651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717172,0.009102318,0.0002538711,0.006501834,0.0001287839,0.00001605681,0.007178117,0.00004236147,0.005059472],"genre_scores_gemma":[0.9895558,0.004063652,0.0001557014,0.0007879692,0.0001081129,0.00001436259,0.004719362,0.000007740752,0.000587329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05481743,"threshold_uncertainty_score":0.1089967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783315088743508,"score_gpt":0.4951051408629666,"score_spread":0.3167736319886159,"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."}}