{"id":"W2020479571","doi":"10.1016/j.jpedsurg.2014.09.039","title":"Benefits of an abridged antibiotic protocol for treatment of gangrenous appendicitis","year":2014,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Antibiotics; Appendicitis; Cohort; Ileus; Appendix; Surgery; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0007884601,0.0001681899,0.0009925961,0.0005663992,0.00003349872,0.000008052512,0.00008426914,0.00007259565,0.00007119786],"category_scores_gemma":[0.0002311861,0.0001249231,0.0004135708,0.000265416,0.00003464199,0.00009892012,0.00001374566,0.00004560352,0.00000241877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006633022,"about_ca_system_score_gemma":0.0001788663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003660487,"about_ca_topic_score_gemma":0.00000373943,"domain_scores_codex":[0.9980516,0.00006543887,0.001068341,0.0001501655,0.0004254545,0.0002389469],"domain_scores_gemma":[0.9972659,0.0005756725,0.001381893,0.0002245994,0.000371109,0.0001808721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002582335,0.01041614,0.5911686,0.003220045,0.0008390831,0.0001545779,0.0004344743,0.0002569193,0.0005973909,0.0003205739,0.04153072,0.3484791],"study_design_scores_gemma":[0.01799803,0.02470014,0.9030194,0.0009228264,0.003427746,0.0003071156,0.0002554774,0.0001710212,0.0309259,0.0001628251,0.01760288,0.0005065728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766063,0.0002654044,0.0003777977,0.00014916,0.0003064877,0.02199511,0.00002293491,0.00001082345,0.0002659697],"genre_scores_gemma":[0.9929072,0.0004900147,0.00140664,0.00006915096,0.00304112,0.001978036,0.0000140276,0.00003790351,0.00005594208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3479725,"threshold_uncertainty_score":0.5094215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670703402301309,"score_gpt":0.3182740786398011,"score_spread":0.271567044616788,"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."}}