{"id":"W4411787059","doi":"10.3390/curroncol32070376","title":"Surgical and Oncological Outcomes of Minimally Invasive Left Pancreatectomy for Pancreatic Cancer: Robotic vs. Laparoscopic Approach","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Pancreatic cancer; Distal pancreatectomy; Lymph; Blood loss; Lymph node; Surgery; Pancreatectomy; Dissection (medical); Stage (stratigraphy); Cancer; Internal medicine; Resection; Pathology","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":[0.0005575742,0.0001451521,0.000271582,0.0003943859,0.0001526626,0.0004631979,0.0001594886,0.0001684623,0.001027343],"category_scores_gemma":[0.002449542,0.00007952522,0.0004355235,0.000359362,0.0002545243,0.0004833001,0.0005259218,0.0002273813,0.0001556883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058778,"about_ca_system_score_gemma":0.0002349377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003404121,"about_ca_topic_score_gemma":0.0008881438,"domain_scores_codex":[0.9996175,0.00009797062,0.0000529054,0.00007160681,0.0000957802,0.00006426952],"domain_scores_gemma":[0.9986036,0.0003820154,0.0006992826,0.00004607385,0.00008023062,0.0001887558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00127661,0.00007257189,0.9738294,0.00008107677,0.0001576429,0.0003714333,0.0000740699,0.0003047034,0.001024491,0.00002403324,0.0001290681,0.02265491],"study_design_scores_gemma":[0.00005158324,0.001230066,0.9943255,0.0000289113,0.0001081896,0.002574256,0.0003039894,0.0005577407,0.0004475819,0.00005908602,0.0003038132,0.000009234916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989785,0.000453952,0.0001644547,0.00003134857,0.00000607306,0.000003831747,0.00009334031,0.000002996302,0.0002655133],"genre_scores_gemma":[0.9995478,0.0001110527,0.00006740624,0.00001760869,0.00001216633,0.000004186676,0.0001915148,0.000001339944,0.00004693975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001027343,"threshold_uncertainty_score":0.003436804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066539113475338,"score_gpt":0.4424530467386965,"score_spread":0.3357991353911627,"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."}}