{"id":"W4293510180","doi":"10.1055/a-1933-0104","title":"A Neonatologist-Driven Antimicrobial Stewardship Program in a Neonatal Tertiary Care Center in Oman","year":2022,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Antimicrobial stewardship; Neonatology; De-escalation; Antibiotics; Retrospective cohort study; Cohort; Pediatrics; Antimicrobial; Neonatal sepsis; Cefotaxime; Neonatal intensive care unit; Infection control; Antibiotic resistance; Antibiotic Stewardship; Sepsis; Emergency medicine; Intensive care medicine; Internal medicine; Pregnancy; 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":[0.0001221521,0.0001538294,0.0005588336,0.0005804528,0.00006092953,0.000008783587,0.0002005594,0.00003901534,0.0001338577],"category_scores_gemma":[0.00002958307,0.000139666,0.0001643673,0.0004167902,0.000319189,0.0000794136,0.0001768434,0.0008144698,0.00000394486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865495,"about_ca_system_score_gemma":0.0001920552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006822051,"about_ca_topic_score_gemma":0.0003368057,"domain_scores_codex":[0.9985212,0.0002158285,0.0005135065,0.0002025317,0.0001917424,0.0003552072],"domain_scores_gemma":[0.9993526,0.00004109577,0.0002733058,0.0001359975,0.00008274951,0.0001142478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001117044,0.0007276874,0.7032331,0.0000857126,0.00006948237,0.01316935,0.003609624,0.0001135411,0.0003977848,0.0001450032,0.0001175409,0.2772141],"study_design_scores_gemma":[0.01167946,0.01050532,0.4569034,0.0002832017,0.00009836016,0.1002974,0.02276916,0.0001771536,0.001241637,0.0001494581,0.3952879,0.0006074695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970453,0.0003240615,0.00001549976,0.001793287,0.0003637795,0.0002573614,0.00002143856,0.00002257414,0.0001566649],"genre_scores_gemma":[0.9982597,0.00003459252,0.0008695813,0.0006843046,0.00004572219,0.00004513354,0.00001250379,0.00001973015,0.0000287691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3951704,"threshold_uncertainty_score":0.5695415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007556007367697818,"score_gpt":0.2838372660225887,"score_spread":0.2762812586548909,"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."}}