{"id":"W3114352601","doi":"","title":"Role of Adjuvant Multimodality Therapy After Curative-Intent Resection of Ampullary Carcinoma","year":2019,"lang":"en","type":"article","venue":"PMC","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Gemcitabine; Adenocarcinoma; Ampulla of Vater; Interquartile range; Proportional hazards model; Hazard ratio; Internal medicine; Radiation therapy; Oncology; Retrospective cohort study; Fluorouracil; Survival analysis; Cohort; Adjuvant therapy; Pancreaticoduodenectomy; Gastroenterology; Surgery; Chemotherapy; Carcinoma; Cancer; Pancreas; Confidence interval","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":[0.0002747978,0.00007429068,0.00039194,0.00006977528,0.00001240472,0.000001370849,0.00005389364,0.00007766777,0.000738263],"category_scores_gemma":[0.0000690065,0.00005310454,0.00008268446,0.00009295237,0.00009964898,0.00003536983,0.00002983936,0.0001328927,0.00003837972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004532605,"about_ca_system_score_gemma":0.0001223831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005609184,"about_ca_topic_score_gemma":0.00001707285,"domain_scores_codex":[0.9991272,0.00009591465,0.0002393227,0.0001455911,0.0002460151,0.0001459764],"domain_scores_gemma":[0.9992602,0.00009880131,0.00008094968,0.000274449,0.000225631,0.00006000601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002122598,0.0002262474,0.8862971,0.00008756987,0.0000676545,0.000004284204,0.001024416,5.14783e-7,0.1075113,0.00003459705,0.00004110735,0.002582581],"study_design_scores_gemma":[0.00173391,0.001377701,0.9426088,0.00007689091,0.00002686877,0.000008228685,0.0005629224,0.0009077211,0.0522272,0.0001424824,0.0002847515,0.00004257965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921681,0.00145666,0.00002871391,0.0002065769,0.00005175795,0.0004904934,0.000008851019,0.000007917615,0.005580906],"genre_scores_gemma":[0.99847,0.0002028541,0.0003887174,0.00004192603,0.00003633085,0.00002883723,0.000006792523,0.000008063693,0.000816488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05631165,"threshold_uncertainty_score":0.8083462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690522817276839,"score_gpt":0.3294319087105234,"score_spread":0.302526680537755,"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."}}