{"id":"W2954677953","doi":"10.3747/co.26.4066","title":"Total Compared with Partial Pancreatectomy for Pancreatic Adenocarcinoma: Assessment of Resection Margin, Readmission Rate, and Survival from the U.S. National Cancer Database","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreatectomy; Perioperative; Pancreatic cancer; Survival rate; Resection margin; Adenocarcinoma; Distal pancreatectomy; Survival analysis; Surgery; Cancer; General surgery; Internal medicine; Resection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001932765,0.0001705516,0.0005315124,0.001708032,0.0002178743,0.000717083,0.0004420971,0.0003455226,0.001467818],"category_scores_gemma":[0.008477256,0.0001605086,0.0006846259,0.003098838,0.0001849282,0.0007416193,0.0006289162,0.000434904,0.0001534579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004822435,"about_ca_system_score_gemma":0.0005006763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005364957,"about_ca_topic_score_gemma":0.008714605,"domain_scores_codex":[0.9981769,0.0005844379,0.0004610096,0.0002730294,0.0003851791,0.0001194215],"domain_scores_gemma":[0.9917378,0.002805676,0.004127138,0.000237214,0.0005137183,0.0005785805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002028568,0.00001700253,0.9978421,0.00004802436,0.0001160355,0.00002100938,0.00002399058,0.00004553369,0.00002962897,0.00001041717,0.0003963119,0.001247019],"study_design_scores_gemma":[0.00003319042,0.00008749851,0.9983796,0.00003545128,0.0001231588,0.000246991,0.0001895415,0.0005151413,0.00004618857,0.0000269837,0.000311124,0.000005042495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916382,0.001372281,0.00007930978,0.000249299,0.00001386341,0.00002002196,0.006154735,0.00000728501,0.0004649388],"genre_scores_gemma":[0.9942239,0.0004876554,0.0001459473,0.0001036926,0.00002087125,0.00003036427,0.004909403,0.000002972007,0.00007516698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005364957,"threshold_uncertainty_score":0.01066744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432439713268905,"score_gpt":0.4568273032235717,"score_spread":0.3135833318966812,"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."}}