{"id":"W2528080761","doi":"10.1177/000313481608200951","title":"Patients with Risk Factors for Complications Do Not Require Longer Antimicrobial Therapy for Complicated Intra-Abdominal Infection","year":2016,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Diabetes mellitus; Incidence (geometry); Antibiotics; Clostridium difficile; Prospective cohort study; Internal medicine; Obesity; Abdominal surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115131,0.000303803,0.001514464,0.0001885709,0.0003515723,0.0005619801,0.0003008288,0.0008605751,0.002032156],"category_scores_gemma":[0.003201896,0.0001982016,0.00186633,0.0003422279,0.0004076303,0.0006097282,0.0002541167,0.001651493,0.0001118081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000320894,"about_ca_system_score_gemma":0.0007166349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006066955,"about_ca_topic_score_gemma":0.001490764,"domain_scores_codex":[0.9993083,0.0003131676,0.0001227055,0.00009451502,0.00007899827,0.00008224672],"domain_scores_gemma":[0.9978766,0.0006411805,0.0006907255,0.0001091897,0.00009727677,0.0005848993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8476656,0.01200912,0.03992664,0.002589411,0.005764267,0.0001241041,0.0001109392,0.0006261889,0.003530433,0.000390965,0.001242074,0.0860202],"study_design_scores_gemma":[0.5793441,0.2340577,0.1766365,0.0005404791,0.004442069,0.0002825373,0.0001319335,0.0009879308,0.0009310967,0.000527898,0.002065398,0.00005240679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908764,0.007414529,0.000188098,0.0003752188,0.0002284757,0.0001865682,0.0001012475,0.00001090502,0.0006184584],"genre_scores_gemma":[0.9963136,0.002028464,0.0003888718,0.0004039567,0.0002436083,0.0002031524,0.0001925842,0.000002192256,0.0002235224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002032156,"threshold_uncertainty_score":0.006798267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383604513710112,"score_gpt":0.2826354373677454,"score_spread":0.2587993922306443,"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."}}