{"id":"W4207014158","doi":"10.1097/inf.0000000000003462","title":"Antimicrobial Stewardship at Birth in Preterm Infants: Not Just About a Decrease!","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Children's Hospital; Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Cohort; Gestational age; Sepsis; Pediatrics; Antibiotics; Neonatal sepsis; Birth weight; Cohort study; Risk factor; Low birth weight; Pregnancy; Obstetrics; Internal medicine","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":[0.003731,0.0002425273,0.000497952,0.0006456167,0.0003839698,0.001300697,0.0006883013,0.0008911484,0.002434454],"category_scores_gemma":[0.0377743,0.0001425017,0.0004610834,0.0009066595,0.0005707771,0.001916406,0.00109214,0.001978301,0.0005058036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318105,"about_ca_system_score_gemma":0.002735983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005123564,"about_ca_topic_score_gemma":0.005626486,"domain_scores_codex":[0.9974625,0.0009118748,0.000262858,0.0002369627,0.0007612114,0.0003645272],"domain_scores_gemma":[0.9776675,0.005019005,0.008232451,0.0009391959,0.004641877,0.003500069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005425404,0.0003789946,0.5774226,0.001715749,0.0002862041,0.000330792,0.001562888,0.0002598793,0.001479316,0.001564667,0.0346586,0.3797977],"study_design_scores_gemma":[0.00006610746,0.0009704188,0.949869,0.003626418,0.0002917298,0.001161065,0.001667437,0.000437872,0.001063219,0.001361413,0.03944901,0.00003625168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6084019,0.1439854,0.001604631,0.2354187,0.002482047,0.00005382959,0.0009543517,0.0002308028,0.00686839],"genre_scores_gemma":[0.9337328,0.0486902,0.002808763,0.01119761,0.001981432,0.00007691641,0.0005331883,0.00006489011,0.0009141705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005123564,"threshold_uncertainty_score":0.01973164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536233909302683,"score_gpt":0.2458853480969742,"score_spread":0.2205230090039474,"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."}}