{"id":"W2922187804","doi":"10.1097/sla.0000000000003234","title":"Updated Alternative Fistula Risk Score (ua-FRS) to Include Minimally Invasive Pancreatoduodenectomy","year":2019,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"Università di Pisa; Gazi Üniversitesi; Leids Universitair Medisch Centrum; Amsterdam University Medical Centers","keywords":"Medicine; Pancreatic fistula; Confidence interval; Odds ratio; Receiver operating characteristic; Surgery; Body mass index; Framingham Risk Score; Cohort study; Cohort; Fistula; Internal medicine; 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":[0.003615897,0.001031639,0.0009554464,0.002244149,0.0002215558,0.001133399,0.000690474,0.0005507168,0.001563355],"category_scores_gemma":[0.01069521,0.0002041352,0.002250049,0.001887943,0.0002727957,0.001049422,0.001095891,0.0008160286,0.0003501316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004933115,"about_ca_system_score_gemma":0.0006866117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001835184,"about_ca_topic_score_gemma":0.001832341,"domain_scores_codex":[0.9979582,0.000733856,0.0003813089,0.0003353368,0.0004617227,0.0001295932],"domain_scores_gemma":[0.9948677,0.001064178,0.002486427,0.0003508487,0.0008906125,0.0003401616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007260793,0.00005362161,0.972647,0.00009273965,0.0005641437,0.00007611972,0.00002985374,0.002423306,0.000164556,0.0001251574,0.001153956,0.02194347],"study_design_scores_gemma":[0.0002418329,0.001284087,0.9746459,0.0001828306,0.0006849091,0.001489921,0.0001030862,0.01689836,0.0004791284,0.000678179,0.00326324,0.00004859813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798231,0.002624514,0.009689582,0.0004015885,0.0001726179,0.0002124836,0.004153796,0.0001920082,0.002730317],"genre_scores_gemma":[0.9862393,0.0004232486,0.008920181,0.00009795109,0.00008746122,0.0001368119,0.00372595,0.00002277504,0.0003462191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003615897,"threshold_uncertainty_score":0.01912296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781381282424164,"score_gpt":0.3917234129880461,"score_spread":0.2135852847456297,"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."}}