{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007013518,0.000118686,0.0002773897,0.0001865992,0.0001856267,0.0003071841,0.0001777614,0.0001203362,0.0006930025],"category_scores_gemma":[0.002318448,0.00004741932,0.0002352076,0.0001966829,0.0001299845,0.0002779504,0.0002340352,0.000179636,0.00006897935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002896368,"about_ca_system_score_gemma":0.0003849546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004616754,"about_ca_topic_score_gemma":0.001942011,"domain_scores_codex":[0.9997961,0.00009534226,0.00002171302,0.00002773046,0.00002899531,0.00003016881],"domain_scores_gemma":[0.9991137,0.0002554486,0.0003761921,0.00004807616,0.00005126821,0.0001552926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001667902,0.000178556,0.817724,0.0001244302,0.0001279548,0.000313199,0.0000650753,0.0008023785,0.002868337,0.0001493309,0.0006396973,0.175339],"study_design_scores_gemma":[0.0001252069,0.002561959,0.9854264,0.0002182008,0.0002457606,0.002058798,0.0001554537,0.003616493,0.001284956,0.0004908217,0.003801913,0.00001409651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989618,0.00795619,0.000653794,0.0005327701,0.00003691096,0.00001614038,0.0001196867,0.00001348304,0.001053004],"genre_scores_gemma":[0.9982369,0.001058553,0.0003698945,0.00007187473,0.00004588761,0.00001017672,0.000102172,0.000001473873,0.0001030267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007013518,"threshold_uncertainty_score":0.003709137,"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."}}