{"id":"W4390604823","doi":"10.24875/cirue.m21000377","title":"Distal pancreatectomy: experience in a National Hospital","year":2024,"lang":"de","type":"article","venue":"Cirugía y Cirujanos (English Edition)","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Pancreatectomy; General surgery; Medicine; Distal pancreatectomy; Total pancreatectomy; Surgery; Resection","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":[0.0003814273,0.0002700046,0.0002146285,0.0004962374,0.0007722773,0.0005450145,0.0002769209,0.0002649043,0.002819745],"category_scores_gemma":[0.0007909932,0.0002366386,0.0002987054,0.000815408,0.0003408967,0.0004851561,0.0011348,0.0004297374,0.0004718087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008291292,"about_ca_system_score_gemma":0.001130115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003763168,"about_ca_topic_score_gemma":0.007979105,"domain_scores_codex":[0.9996277,0.00005130941,0.00004092237,0.00009456578,0.00005040498,0.0001351061],"domain_scores_gemma":[0.9991847,0.00006866116,0.0001937141,0.0000636249,0.00005441462,0.0004348975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001611311,0.0002126025,0.9816218,0.00004902539,0.00003353404,0.003203789,0.0005186089,0.0001116223,0.0005283932,0.000067907,0.0007516828,0.01273991],"study_design_scores_gemma":[0.00004536316,0.0007677035,0.96983,0.00007981103,0.00005002994,0.02099408,0.002801456,0.0002808727,0.0004999783,0.0001185705,0.004500546,0.00003150246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984722,0.0003821827,0.0001239345,0.00009564374,0.00001228976,0.000008459609,0.0001454348,0.000006297256,0.000753651],"genre_scores_gemma":[0.9979441,0.0005805662,0.0003146119,0.0001324304,0.00002047719,0.00001258831,0.0004260064,0.000005265285,0.0005639883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003763168,"threshold_uncertainty_score":0.009432971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243843198575783,"score_gpt":0.3265624369580454,"score_spread":0.302178117100467,"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."}}