{"id":"W4398135826","doi":"10.1542/peds.2023-065091","title":"Antimicrobial Stewardship Programs in Neonates: A Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Medicine; Antimicrobial stewardship; Antimicrobial; Meta-analysis; Stewardship (theology); Intensive care medicine; Internal medicine; Microbiology; Antibiotics; Antibiotic resistance","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":[0.01838303,0.003159869,0.01739576,0.005572078,0.0005944012,0.003612196,0.002358976,0.002243579,0.004146779],"category_scores_gemma":[0.03464069,0.001555392,0.06174399,0.006314697,0.0005896015,0.001834128,0.001945861,0.002528892,0.0003455412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490363,"about_ca_system_score_gemma":0.002677765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006677326,"about_ca_topic_score_gemma":0.008834828,"domain_scores_codex":[0.9856443,0.008703474,0.002894654,0.001221462,0.001072823,0.0004631288],"domain_scores_gemma":[0.975283,0.01872524,0.003401389,0.0009170513,0.00124239,0.0004309059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003667687,0.0000419225,0.004330799,0.06742763,0.9178444,0.00007202359,0.00003321343,0.000668689,0.00008542334,0.00006948406,0.0002434998,0.005515377],"study_design_scores_gemma":[0.0007420457,0.0002384166,0.002735831,0.004790985,0.990567,0.0000431122,0.00001953614,0.0002637577,0.00005188019,0.0001024164,0.0004324325,0.00001262149],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01916219,0.9777894,0.001167064,0.0003300367,0.000268994,0.0003195723,0.0005347886,0.0000583947,0.0003694895],"genre_scores_gemma":[0.5116813,0.4800518,0.004099976,0.0009716959,0.0004214913,0.00122922,0.0009912621,0.00007060203,0.0004826315],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01838303,"threshold_uncertainty_score":0.09721988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2209624281460791,"score_gpt":0.3888198804549066,"score_spread":0.1678574523088275,"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."}}