{"id":"W4311737337","doi":"10.1093/ofid/ofac492.763","title":"918. Influence of a hospital-based antimicrobial stewardship program on clinical and economic outcomes. The experience from a referral center in Mexico.","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Levofloxacin; Defined daily dose; Tigecycline; Antimicrobial stewardship; Clindamycin; Linezolid; Clostridioides; Tazobactam; Piperacillin; Internal medicine; Medical prescription; Emergency medicine; Antibiotics; Antibiotic resistance; Imipenem; Vancomycin; Nursing; Pseudomonas aeruginosa; Microbiology","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":[0.0001502081,0.0001632193,0.0003643948,0.00005308875,0.0003007373,0.0000456899,0.0004795654,0.00007819141,0.0002102078],"category_scores_gemma":[0.0000690419,0.0001180702,0.0001192163,0.00008039844,0.0005395464,0.0001128774,0.0004662984,0.0002699881,0.00002945213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005145725,"about_ca_system_score_gemma":0.0001370622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588853,"about_ca_topic_score_gemma":0.0006918783,"domain_scores_codex":[0.9985756,0.0003180642,0.0004044687,0.0003840002,0.00003806486,0.0002798014],"domain_scores_gemma":[0.9991853,0.0002137962,0.0001955489,0.0003582754,0.00001644155,0.00003069981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004505627,0.00189516,0.9945592,0.000007276087,0.00007439958,0.000006875469,0.0002349881,0.0001859954,0.0001107914,0.000250411,0.001313683,0.0009107167],"study_design_scores_gemma":[0.00366511,0.001220684,0.9895118,0.00006027528,0.00003381065,0.000003208722,0.0005806014,0.00001189217,0.0005494282,0.0001740413,0.003979443,0.0002097276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968435,0.0001559112,0.000001354267,0.0006965445,0.0005159438,0.0008618964,0.000362245,0.00003332923,0.0005292993],"genre_scores_gemma":[0.9983858,0.00003521863,0.000007366196,0.001275024,0.000007257901,0.0001247371,0.00007105279,0.00001378047,0.0000798022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005047362,"threshold_uncertainty_score":0.4814764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579707674648741,"score_gpt":0.3093135033990446,"score_spread":0.2935164266525572,"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."}}