{"id":"W4406471118","doi":"10.1016/j.ysur.2014.02.055","title":"10.1016/j.ysur.2014.02.055","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreatic ductal adenocarcinoma; Resection; Adenocarcinoma; Pancreatic carcinoma; Surgical resection; Overall survival; Oncology; Radiology; General surgery; Internal medicine; Surgery; Pancreatic cancer; Cancer","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000792825,0.001092751,0.0005874268,0.001658563,0.0009828714,0.002964604,0.0009453821,0.003229183,0.9106795],"category_scores_gemma":[0.001738842,0.0004446308,0.0006188921,0.0007714652,0.0009025653,0.002317747,0.001450217,0.001604489,0.8786893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007773315,"about_ca_system_score_gemma":0.001282767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892881,"about_ca_topic_score_gemma":0.001793541,"domain_scores_codex":[0.9997397,0.00002033071,0.00002100558,0.00007520107,0.0000796558,0.000064197],"domain_scores_gemma":[0.9989069,0.0001724105,0.0001405108,0.00007564639,0.0002247433,0.0004798942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002527994,0.0002131358,0.004068152,0.0004219348,0.00003194594,0.0003589815,0.0001232706,0.0002519534,0.0009596834,0.006029114,0.2954346,0.6918544],"study_design_scores_gemma":[0.00005446884,0.0001137916,0.004742946,0.0007729791,0.00003438545,0.002590845,0.0002786705,0.0002857375,0.0006083095,0.005602575,0.984888,0.00002728981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005151569,0.01176894,0.003998629,0.01069701,0.003176859,0.0001162147,0.003540743,0.002437006,0.9591131],"genre_scores_gemma":[0.01266661,0.004015351,0.002376808,0.002246933,0.0008033016,0.0000708834,0.001984011,0.000354902,0.9754812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08932048,"threshold_uncertainty_score":0.1274048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419192991286058,"score_gpt":0.2635116673009992,"score_spread":0.2493197373881386,"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."}}