{"id":"W2729161724","doi":"10.1186/s13017-017-0141-6","title":"The management of intra-abdominal infections from a global perspective: 2017 WSES guidelines for management of intra-abdominal infections","year":2017,"lang":"en","type":"review","venue":"World Journal of Emergency Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":482,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Intensive care medicine; Sepsis; Resuscitation; Emergency medicine; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.002573353,0.0007329985,0.003414374,0.0008414159,0.0005358891,0.00006515735,0.000770106,0.000170673,0.0005731711],"category_scores_gemma":[0.0004765404,0.0005113392,0.003645798,0.0007793975,0.0002637235,0.0002279397,0.000347168,0.0004941383,0.0000152574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005977538,"about_ca_system_score_gemma":0.0003766462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002291361,"about_ca_topic_score_gemma":0.0002846432,"domain_scores_codex":[0.9933787,0.0002264558,0.004267721,0.000540938,0.0009872976,0.0005989088],"domain_scores_gemma":[0.9906614,0.0006699063,0.00554121,0.001122817,0.001740593,0.000264111],"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":[0.0001977431,0.001051572,0.0007859396,0.01029581,0.01226943,0.0002117296,0.00002760006,0.000008372037,3.898763e-7,0.006560583,0.2552249,0.7133659],"study_design_scores_gemma":[0.0008050672,0.0002831667,0.001656234,0.03152632,0.0160754,0.0001162106,0.0007243041,0.000005922825,0.00000242266,0.001851724,0.9465553,0.0003979349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001018715,0.9767319,0.002599247,0.001664566,0.00763855,0.002188505,0.0002857077,0.00002120069,0.008768479],"genre_scores_gemma":[0.0005298335,0.9936779,0.002425016,0.00004616654,0.001300711,0.0003156318,0.00005228849,0.00006760287,0.001584825],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.712968,"threshold_uncertainty_score":0.9997338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2192200624734177,"score_gpt":0.4714876821899301,"score_spread":0.2522676197165125,"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."}}