{"id":"W3135103722","doi":"10.1007/s00464-021-08409-x","title":"Minimally invasive (laparoscopic and robot-assisted) versus open approach for central pancreatectomies: a single-center experience","year":2021,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatic fistula; Perioperative; Abdominal surgery; Surgery; Hepatology; Single Center; Laparoscopy; Retrospective cohort study; Internal medicine; General surgery; Pancreas","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":[0.001325396,0.0009066357,0.0008495908,0.0004477687,0.0006873306,0.0009156613,0.0006877161,0.0004841056,0.002332696],"category_scores_gemma":[0.001968367,0.0002823168,0.0008430419,0.0005613559,0.0006296032,0.0008547498,0.0008174057,0.0007971115,0.0003945513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007047175,"about_ca_system_score_gemma":0.0005836958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007234704,"about_ca_topic_score_gemma":0.001906719,"domain_scores_codex":[0.9992648,0.0002397943,0.00008664044,0.00014593,0.0001006549,0.0001621888],"domain_scores_gemma":[0.9989384,0.0002912955,0.0001588699,0.00008176627,0.00007923578,0.0004505705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03730847,0.02725934,0.4730835,0.001044352,0.001306104,0.01628267,0.004950548,0.005226966,0.04015679,0.0008542005,0.003131259,0.3893958],"study_design_scores_gemma":[0.003797796,0.1216817,0.7795433,0.0003043233,0.001166113,0.05974501,0.006822374,0.005632895,0.01395006,0.0006235551,0.006353803,0.0003790459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978486,0.000699339,0.0007130665,0.00003591066,0.00001525935,0.00003707992,0.00006484528,0.0000101283,0.0005757569],"genre_scores_gemma":[0.9954454,0.0009566814,0.002710091,0.0001067627,0.00006916519,0.00003905699,0.0002142854,0.00002433546,0.0004341555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002332696,"threshold_uncertainty_score":0.007803619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09525545028580612,"score_gpt":0.3731842998322334,"score_spread":0.2779288495464273,"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."}}