{"id":"W4207015136","doi":"10.1097/inf.0000000000003462","title":"Antimicrobial Stewardship at Birth in Preterm Infants","year":2022,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Libin Cardiovascular Institute of Alberta; Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Sepsis; Gestational age; Cohort; Antibiotics; Birth weight; Neonatal sepsis; Cohort study; Risk factor; Low birth weight","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":[0.001759569,0.0001447203,0.0002884557,0.0007820406,0.0003923335,0.0005299238,0.0004229647,0.0003394194,0.000971131],"category_scores_gemma":[0.01750463,0.0001219923,0.0003635109,0.0006853114,0.0002189495,0.0003992677,0.0007067227,0.0008329437,0.0001084188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000972486,"about_ca_system_score_gemma":0.002061269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003745506,"about_ca_topic_score_gemma":0.003656426,"domain_scores_codex":[0.9985955,0.0004711957,0.0002147309,0.0001205831,0.0003931012,0.0002048567],"domain_scores_gemma":[0.9906116,0.00216987,0.005169216,0.0002104545,0.0008099226,0.001028948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001169586,0.00006247459,0.9641877,0.0002074664,0.00004578316,0.0004165894,0.0003472895,0.00006825263,0.0002193488,0.0001180894,0.0008630711,0.033347],"study_design_scores_gemma":[0.000007093442,0.0002138722,0.9950899,0.0004238303,0.00004563079,0.001304456,0.0004748989,0.0002512735,0.000360818,0.0001666657,0.001655659,0.000005980071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839259,0.01187548,0.0002101343,0.001776414,0.00006389644,0.00002596573,0.000257797,0.00001229762,0.001852197],"genre_scores_gemma":[0.9960253,0.00315972,0.0003328726,0.0001525248,0.00004393661,0.00002575752,0.000133323,0.000003306648,0.0001232266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003745506,"threshold_uncertainty_score":0.009305656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008746385468102412,"score_gpt":0.2413570200957807,"score_spread":0.2326106346276783,"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."}}