{"id":"W2807646536","doi":"10.2217/ebo.11.189","title":"Surgical therapy for pancreatic cancer","year":2011,"lang":"en","type":"other","venue":"","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; General surgery; Pancreatic cancer; Surgery; Cancer; Internal medicine","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":[0.0001924753,0.0002721541,0.0001960981,0.0008771895,0.0004316307,0.0003773297,0.000157302,0.0002096289,0.01215573],"category_scores_gemma":[0.0003777942,0.00005005529,0.0004481548,0.0006652898,0.0003460393,0.0002418355,0.00043891,0.0005698997,0.004255296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247248,"about_ca_system_score_gemma":0.0006291835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002359582,"about_ca_topic_score_gemma":0.0006905704,"domain_scores_codex":[0.999918,0.00001909982,0.000007786294,0.000009920015,0.00002742331,0.00001776768],"domain_scores_gemma":[0.9998761,0.00002819876,0.00002433982,0.00001639767,0.00001296465,0.00004189515],"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":[0.0003059949,0.0002213823,0.01193108,0.001799276,0.00009347183,0.006454112,0.0001668878,0.0003126093,0.009355482,0.005433379,0.05301752,0.9109088],"study_design_scores_gemma":[0.0001021082,0.001026619,0.03627843,0.0009504531,0.0001038472,0.07028788,0.0002646575,0.0002653733,0.006529609,0.006854251,0.8772995,0.00003723153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.09144111,0.530095,0.01590392,0.01261101,0.004082104,0.0002588797,0.001194607,0.0006064671,0.3438069],"genre_scores_gemma":[0.4713551,0.4117159,0.01052921,0.005673951,0.004998861,0.0002182677,0.002276476,0.0001481014,0.09308416],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01215573,"threshold_uncertainty_score":0.04066503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08358433269121475,"score_gpt":0.4079356815100991,"score_spread":0.3243513488188844,"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."}}