{"id":"W4400324082","doi":"10.1093/cid/ciae347","title":"2024 Clinical Practice Guideline Update by the Infectious Diseases Society of America on Complicated Intra-abdominal Infections: Risk Assessment in Adults and Children","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Infectious Diseases Society of America","keywords":"Medicine; Guideline; Clinical Practice; Risk assessment; Intensive care medicine; Family medicine; Pediatrics; Pathology","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":[0.001218603,0.0004025654,0.0009744457,0.0001502161,0.000218506,0.0001356583,0.0001603908,0.000202608,0.0002731555],"category_scores_gemma":[0.003264931,0.0002854977,0.0007309638,0.0007119605,0.0009398584,0.0002328433,0.0002633713,0.001268326,0.00007564485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538543,"about_ca_system_score_gemma":0.0002707226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007402537,"about_ca_topic_score_gemma":0.00004569321,"domain_scores_codex":[0.9952792,0.0008179645,0.002058527,0.0009783887,0.0004712012,0.00039471],"domain_scores_gemma":[0.9933997,0.004689853,0.000576607,0.0006426742,0.0002501983,0.0004410042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001789105,0.005657674,0.6043888,0.0001286797,0.0008882246,0.0000242189,0.00001929696,0.0000505216,6.512437e-7,0.0002518667,0.2780263,0.1103849],"study_design_scores_gemma":[0.004572933,0.003808229,0.874065,0.0007837235,0.002641431,0.00005173409,0.0001646854,0.006209888,0.000001477443,0.0009876323,0.1063577,0.0003555842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495201,0.01180155,0.005349932,0.02163612,0.002021765,0.004155633,0.001445907,0.0007394957,0.003329514],"genre_scores_gemma":[0.9428546,0.04192914,0.0001958089,0.01353189,0.000670814,0.0002974634,0.0004178595,0.00005892655,0.00004354171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2696762,"threshold_uncertainty_score":0.9999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750546309252709,"score_gpt":0.4048627441803239,"score_spread":0.3873572810877968,"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."}}