{"id":"W4236810483","doi":"10.1016/j.ejso.2019.02.004","title":"Reply to: Central pancreatectomy for benign or low-grade malignant pancreatic lesions - A single-center retrospective analysis of 116 cases","year":2019,"lang":"en","type":"letter","venue":"European Journal of Surgical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatectomy; Single Center; Retrospective cohort study; Distal pancreatectomy; General surgery; Radiology; Pancreas; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002376338,0.0005728237,0.005231978,0.001567252,0.0001131489,0.00003145383,0.000570878,0.0005099049,0.001211759],"category_scores_gemma":[0.001667337,0.0003721213,0.001741489,0.001116789,0.0004315025,0.00007630848,0.0001832085,0.00217262,0.00005213625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207399,"about_ca_system_score_gemma":0.001428752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004798096,"about_ca_topic_score_gemma":0.00001260542,"domain_scores_codex":[0.992359,0.00233867,0.002451936,0.0007240438,0.0009625037,0.00116389],"domain_scores_gemma":[0.9905648,0.005132957,0.001815774,0.0007292132,0.001200115,0.0005571753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01471834,0.002234487,0.0568364,0.0006756481,0.0156596,0.1419511,0.0006389181,0.00002570354,0.0006116184,0.00002704886,0.7644572,0.002163985],"study_design_scores_gemma":[0.009582808,0.02571321,0.02464332,0.001297383,0.01462608,0.009856126,0.0001388377,0.00007086548,0.00007403556,0.000008119084,0.913605,0.0003842292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5384728,0.0008682743,0.001399124,0.428061,0.001558889,0.004056839,0.001179243,0.00006613752,0.02433769],"genre_scores_gemma":[0.5617771,0.005224431,0.01830919,0.3587774,0.01648869,0.0001349794,0.001130929,0.000697959,0.0374593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1491478,"threshold_uncertainty_score":0.9998731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0768694050405413,"score_gpt":0.3525958210050931,"score_spread":0.2757264159645518,"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."}}