{"id":"W3118657264","doi":"10.1093/ofid/ofaa439.919","title":"727. Outcomes of Antibiotic Use in Ischemic Colitis","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Antibiotics; Internal medicine; Ischemic colitis; Bacteremia; Adverse effect; Retrospective cohort study; Diarrhea; Cohort; Colitis; Disease","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":[0.0006262932,0.0001691701,0.0003592479,0.0005855137,0.0003119365,0.00058342,0.0001987267,0.0002544871,0.0031024],"category_scores_gemma":[0.002828129,0.00009915065,0.0005677273,0.001098685,0.0002106413,0.0003384416,0.0003568892,0.0005411083,0.0002812342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004541984,"about_ca_system_score_gemma":0.000471695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713858,"about_ca_topic_score_gemma":0.001967621,"domain_scores_codex":[0.999116,0.0002187727,0.0001801954,0.0001503573,0.0001772147,0.0001573934],"domain_scores_gemma":[0.9957746,0.0005053343,0.002898126,0.00008769327,0.0002399442,0.0004944062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002784778,0.00005015959,0.9961074,0.00006433811,0.00008121396,0.00007077071,0.00001712228,0.00004203472,0.00004896612,0.00002044434,0.0003003354,0.002918778],"study_design_scores_gemma":[0.00001301549,0.0001703652,0.9992216,0.00002942357,0.00004082052,0.00015404,0.00004348803,0.00006912361,0.00003874714,0.00002315896,0.0001930903,0.000003181159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992531,0.002279942,0.00009457762,0.0002155301,0.00002641613,0.00003066593,0.002655271,0.000007486569,0.00215912],"genre_scores_gemma":[0.9987626,0.0002193809,0.0000350535,0.00003972738,0.00002612194,0.00001502196,0.0007804137,0.000001365296,0.0001203263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0031024,"threshold_uncertainty_score":0.01037854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302148344253462,"score_gpt":0.2883075194734793,"score_spread":0.2652860360309447,"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."}}