{"id":"W2998916467","doi":"10.1016/s0923-7534(20)30034-x","title":"P-0115 Pancreatic Ductal Adenocarcinoma Resection, a Decade Experience in a Low-Volume Reference Center","year":2012,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Pancreatic ductal adenocarcinoma; Center (category theory); Adenocarcinoma; Resection; Oncology; Volume (thermodynamics); Internal medicine; General surgery; Pancreatic cancer; Surgery; Cancer","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":[0.0003503068,0.0004933914,0.0002856424,0.0005418435,0.001273667,0.0009042214,0.000492028,0.0006034159,0.00226407],"category_scores_gemma":[0.0006187001,0.0002532848,0.0005966841,0.000726535,0.0005284272,0.0005400991,0.0009557606,0.0007021942,0.001013714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000881591,"about_ca_system_score_gemma":0.0007607518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574343,"about_ca_topic_score_gemma":0.007200241,"domain_scores_codex":[0.9996966,0.00004730092,0.00002874599,0.00006199347,0.00004249982,0.0001228772],"domain_scores_gemma":[0.9994407,0.00003952334,0.00005476691,0.00003415206,0.00003838354,0.0003924297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001257737,0.002100601,0.7083887,0.0001135036,0.0002116793,0.196968,0.00271872,0.001685114,0.01266648,0.0005561937,0.003335678,0.06999746],"study_design_scores_gemma":[0.0002059703,0.01122807,0.6137606,0.00007803651,0.0001783652,0.3514639,0.00479052,0.002093116,0.006249509,0.0003756656,0.009448508,0.0001276909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996485,0.0003811372,0.0004157704,0.000268183,0.00002208551,0.0000164095,0.00008098305,0.00003021063,0.002300122],"genre_scores_gemma":[0.9969505,0.0003266175,0.0003824611,0.0002268136,0.00005231356,0.00000597433,0.00025941,0.00002208533,0.001773801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002574343,"threshold_uncertainty_score":0.007574081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814891512677803,"score_gpt":0.4516408319151197,"score_spread":0.2701516806473394,"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."}}