{"id":"W2966487909","doi":"10.1097/inf.0000000000002420","title":"Contemporary Microbiology and Antimicrobial Treatment of Complicated Appendicitis","year":2019,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Antimicrobial; Microbiology; Appendicitis; Medicine; Clinical microbiology; Intensive care medicine; General surgery; Biology","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":[0.0001320938,0.0001589934,0.0003615269,0.0001711999,0.0001266448,0.00002250425,0.00006666689,0.0000444672,0.000327377],"category_scores_gemma":[0.00001713309,0.00009926091,0.0001572713,0.000136616,0.00009173033,0.00004555346,0.00004572088,0.0001217085,0.0000727745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007517703,"about_ca_system_score_gemma":0.0001416332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006195515,"about_ca_topic_score_gemma":0.000001479627,"domain_scores_codex":[0.9991077,0.00008333765,0.0003337392,0.0001724271,0.00009296816,0.0002098553],"domain_scores_gemma":[0.9991742,0.00009523355,0.0002583164,0.0002050502,0.00006944239,0.0001977325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002780919,0.0006969122,0.9832001,0.00009983436,0.0002066151,0.0001057756,0.0001024507,0.00001197385,0.001748937,0.0000916639,0.01272082,0.0007368237],"study_design_scores_gemma":[0.01315186,0.003417101,0.9611358,0.00009855499,0.00183881,0.004680254,0.0001485304,0.00008620647,0.000474252,0.0002913421,0.01431562,0.0003616697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935418,0.002311674,0.00005019735,0.001201123,0.0002949409,0.0007333468,0.00005501017,0.00002665744,0.001785295],"genre_scores_gemma":[0.9950702,0.003804473,0.0000181356,0.0005188707,0.0003890505,0.00001009538,0.0000314944,0.00001748487,0.0001402318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0220643,"threshold_uncertainty_score":0.4047742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305330114774872,"score_gpt":0.2468214710201113,"score_spread":0.2337681698723626,"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."}}