{"id":"W3128876117","doi":"10.1007/978-3-030-53786-9_63","title":"Laparoscopic Distal Pancreatectomy","year":2021,"lang":"br","type":"book-chapter","venue":"","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pancreas; Distal pancreatectomy; Radiology; Pancreatic cancer; General surgery; Laparoscopic surgery; Cancer; Laparoscopy; 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":[0.0001511755,0.0005141454,0.0003580994,0.0005785829,0.000457612,0.0007337941,0.0003507334,0.0003412892,0.03784947],"category_scores_gemma":[0.0002261051,0.0002397788,0.0005226852,0.0004957221,0.0003776809,0.000707645,0.001076045,0.001464906,0.01488131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003962684,"about_ca_system_score_gemma":0.0003412469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005672933,"about_ca_topic_score_gemma":0.00162567,"domain_scores_codex":[0.9999303,0.000007066146,0.000004615871,0.00001653467,0.00002395524,0.00001750351],"domain_scores_gemma":[0.9999402,0.00001485671,0.000005017703,0.00001378176,0.000005135695,0.00002104147],"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":[0.0002020337,0.00009224185,0.001380557,0.0003522166,0.00003548066,0.004405988,0.0001346311,0.0008388295,0.009205121,0.01296416,0.09863137,0.8717574],"study_design_scores_gemma":[0.00002588508,0.000199811,0.00476393,0.0001610483,0.00002367655,0.03552265,0.00007262517,0.000415239,0.002278347,0.005478806,0.9510326,0.0000253432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01803942,0.02557731,0.04358385,0.004340372,0.002265225,0.00006331957,0.0006604024,0.0021804,0.9032897],"genre_scores_gemma":[0.09273202,0.02003056,0.02021429,0.003247614,0.002429737,0.00006061951,0.001472238,0.0003612752,0.8594517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03784947,"threshold_uncertainty_score":0.126619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04447909584666077,"score_gpt":0.3332150642883936,"score_spread":0.2887359684417328,"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."}}