{"id":"W3202978660","doi":"10.1186/s13017-021-00387-8","title":"WSES/GAIS/SIS-E/WSIS/AAST global clinical pathways for patients with intra-abdominal infections","year":2021,"lang":"en","type":"review","venue":"World Journal of Emergency Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine","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":[0.001744488,0.0006564901,0.004605372,0.0006706451,0.000168796,0.0000401693,0.0002397804,0.0002438865,0.001673079],"category_scores_gemma":[0.001140268,0.0004689562,0.004104434,0.001293636,0.00008262397,0.000181149,0.0001137504,0.0008064946,0.00003173825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003414664,"about_ca_system_score_gemma":0.001196399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008862655,"about_ca_topic_score_gemma":0.00007683569,"domain_scores_codex":[0.9936973,0.000373065,0.003960144,0.0005433463,0.0008195608,0.0006065582],"domain_scores_gemma":[0.9939373,0.00105157,0.002948147,0.0005115368,0.0009919008,0.000559538],"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":[0.00009741564,0.002180033,0.0708775,0.003943859,0.002111088,0.0002289282,0.000004879377,5.355594e-7,7.373657e-9,0.0002606611,0.2316939,0.6886011],"study_design_scores_gemma":[0.0009029754,0.0006916296,0.00624638,0.02102087,0.006747197,0.0001225466,0.00002362681,7.132274e-7,7.065555e-8,0.00003993812,0.9637738,0.0004302331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004639922,0.9863391,0.0005445584,0.0002344305,0.009454517,0.001259429,0.0001960451,0.00002582032,0.001482125],"genre_scores_gemma":[0.0005201188,0.9954923,0.000584828,0.0002049836,0.002382014,0.0001275387,0.0002991627,0.00009211888,0.000296944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7320799,"threshold_uncertainty_score":0.9997762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210983787729775,"score_gpt":0.4055608914449252,"score_spread":0.2844625126719477,"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."}}