{"id":"W3011437491","doi":"10.1007/s13304-020-00731-8","title":"Robotic spleen-preserving distal pancreatectomy: the Verona experience","year":2020,"lang":"en","type":"article","venue":"Updates in Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Distal pancreatectomy; Pancreas; Surgery; Pancreatectomy; Spleen; Lymph; Pathological; Internal medicine; Pathology","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":[0.0009190399,0.0006471965,0.0004540438,0.0004414038,0.0003904356,0.001677541,0.0004189213,0.0005488343,0.001785962],"category_scores_gemma":[0.001285659,0.0001522139,0.0006495317,0.0004522251,0.0006283799,0.001125418,0.0007720469,0.001030946,0.0007847871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006313686,"about_ca_system_score_gemma":0.0005960189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008489912,"about_ca_topic_score_gemma":0.002834611,"domain_scores_codex":[0.9997587,0.00006008396,0.00001976865,0.00006813191,0.00004318672,0.000050189],"domain_scores_gemma":[0.9996262,0.00009166786,0.00003119747,0.00006020825,0.00002370659,0.000166987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002121029,0.001074655,0.08397542,0.0005293721,0.0003725539,0.04143908,0.001459683,0.002776569,0.01809114,0.007082602,0.01565132,0.8254266],"study_design_scores_gemma":[0.0007046278,0.006040472,0.3382787,0.001915876,0.0008513732,0.2903241,0.002402628,0.003925351,0.00963818,0.006801616,0.3387503,0.0003667509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8474025,0.0578153,0.008522656,0.004548397,0.002409081,0.00007070055,0.0005005855,0.0002615064,0.0784693],"genre_scores_gemma":[0.9669138,0.0164172,0.005412607,0.002170722,0.000871803,0.00003367454,0.0006505406,0.0001080318,0.007421556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001785962,"threshold_uncertainty_score":0.00597465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07634713850387063,"score_gpt":0.3339821446141424,"score_spread":0.2576350061102718,"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."}}