{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001074207,0.0006009201,0.001077405,0.0008781564,0.0002679472,0.0003535447,0.0004476554,0.0006695429,0.005025941],"category_scores_gemma":[0.004023776,0.0006042708,0.00034335,0.001614569,0.001000801,0.0008892162,0.000205299,0.001640118,0.003527398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583958,"about_ca_system_score_gemma":0.002734044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001519191,"about_ca_topic_score_gemma":0.00003456341,"domain_scores_codex":[0.9941838,0.0003024832,0.001103868,0.00132087,0.001784325,0.001304664],"domain_scores_gemma":[0.9964685,0.001328889,0.0001274793,0.0005438278,0.0009118333,0.000619401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009323299,0.003587424,0.3857973,0.003251166,0.002537672,0.01069026,0.06954807,0.0000156066,0.0007439513,0.03844084,0.4736686,0.0107868],"study_design_scores_gemma":[0.007831577,0.002176169,0.2210755,0.006083685,0.001305763,0.00008564252,0.008812139,0.007874248,0.001011263,0.006069721,0.7356693,0.002004979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8154981,0.04265632,0.0005336715,0.004018691,0.03265006,0.002732822,0.001277868,0.000752228,0.09988027],"genre_scores_gemma":[0.9720195,0.002366611,0.0001518362,0.0003644134,0.01990918,0.0008547978,0.0008490474,0.0001085273,0.003376089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2620007,"threshold_uncertainty_score":0.9996409,"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."}}