{"id":"W3009640687","doi":"10.3747/co.27.5211","title":"Trends in Survival Based on Treatment Modality in Patients with Pancreatic Cancer: A Population-Based Study","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Pancreatic cancer; Stage (stratigraphy); Population; Survival rate; Radiation therapy; Survival analysis; Surgery; Chemotherapy; Internal medicine; Cancer; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004737086,0.0001442864,0.0002829196,0.0008839269,0.0003573646,0.0004325461,0.0003735009,0.000293356,0.0008864525],"category_scores_gemma":[0.001800337,0.0001568489,0.0005217143,0.0020059,0.0003026275,0.0004541089,0.0003877738,0.000403065,0.0001321789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203512,"about_ca_system_score_gemma":0.001434912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.152525,"about_ca_topic_score_gemma":0.2017085,"domain_scores_codex":[0.9994801,0.00006238958,0.00005362611,0.0001311746,0.0001560785,0.0001167143],"domain_scores_gemma":[0.9983827,0.0001622409,0.0008604178,0.00008905451,0.0003091,0.0001966073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004055358,0.000006554323,0.9991422,0.000005579344,0.00002519605,0.00001878226,0.00005189099,0.00004595533,0.00006102415,0.00000665309,0.00006795658,0.0005275646],"study_design_scores_gemma":[0.000002117717,0.00003268146,0.9995559,0.000002426789,0.0000126681,0.000058643,0.00009704745,0.0000916964,0.00001342752,0.000006198831,0.0001248167,0.000002323418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975259,0.0002049501,0.00007325465,0.00006278082,0.000002943026,0.00001129236,0.001605632,0.000005918873,0.0005073935],"genre_scores_gemma":[0.9989659,0.00009002948,0.0000340949,0.0000132015,0.000003417063,0.00000680328,0.0008222014,0.00000173425,0.00006257368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.152525,"threshold_uncertainty_score":0.3032744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483293234438172,"score_gpt":0.4479564477139634,"score_spread":0.2996271242701462,"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."}}