{"id":"W4385063856","doi":"10.1186/s13017-023-00509-4","title":"Source control in emergency general surgery: WSES, GAIS, SIS-E, SIS-A guidelines","year":2023,"lang":"en","type":"review","venue":"World Journal of Emergency Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Intensive care medicine; Sepsis; Infection control; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005996884,0.001184783,0.008013819,0.00516157,0.0001385164,0.00003483389,0.0005330892,0.0003730599,0.005953427],"category_scores_gemma":[0.002774664,0.00095735,0.005860458,0.003699222,0.00005624412,0.0002520671,0.0001800305,0.001280184,0.0003235209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003625862,"about_ca_system_score_gemma":0.001078986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002798803,"about_ca_topic_score_gemma":0.0005356233,"domain_scores_codex":[0.9860878,0.0007263212,0.009568954,0.0007961504,0.001542357,0.001278436],"domain_scores_gemma":[0.9914927,0.001388158,0.004769853,0.0008556271,0.0008240148,0.0006695857],"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":[0.00004136583,0.0002863093,0.01276962,0.007121088,0.001206475,0.0009206207,0.0000119425,0.00001780862,5.80399e-7,0.00003625002,0.6030238,0.3745641],"study_design_scores_gemma":[0.0003933662,0.00005015912,0.001598621,0.02721085,0.002922052,0.0001556299,0.0000319885,0.0000229932,3.837079e-7,0.00007521427,0.9667497,0.0007890522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002137968,0.9827507,0.0001318072,0.002111621,0.01304091,0.001015757,0.00006091135,0.00008789433,0.0005866185],"genre_scores_gemma":[0.0001049408,0.9806932,0.00009161661,0.0004777977,0.005024604,0.0001568314,0.0001759217,0.0003283271,0.0129468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3737751,"threshold_uncertainty_score":0.9992877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193272467813921,"score_gpt":0.4122931958393688,"score_spread":0.2190207280254478,"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."}}