{"id":"W3034151527","doi":"10.21037/tp-20-134","title":"Antibiotic stewardship in neonates: challenges and opportunities","year":2020,"lang":"en","type":"letter","venue":"Translational Pediatrics","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Canadian Institutes of Health Research; BC Children's Hospital","keywords":"Medicine; Antibiotic Stewardship; Intensive care medicine; Stewardship (theology); Antibiotics; Antimicrobial stewardship; Antibiotic resistance; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007864431,0.0006340104,0.001164871,0.0008142401,0.005574901,0.005879248,0.001841468,0.05677649,0.007886028],"category_scores_gemma":[0.03242357,0.0005974174,0.001110683,0.0008369137,0.004064507,0.00610692,0.003738861,0.03409976,0.002906365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005760449,"about_ca_system_score_gemma":0.01625802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006704642,"about_ca_topic_score_gemma":0.02123929,"domain_scores_codex":[0.9932381,0.00265805,0.0008261695,0.0005332236,0.001576221,0.001168179],"domain_scores_gemma":[0.9665766,0.01415267,0.001957862,0.000562399,0.005375808,0.01137467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005473743,0.0001122596,0.003210134,0.0001663059,0.00001671677,0.006956071,0.0005827385,0.0001318886,0.000352073,0.006618468,0.9539871,0.02781154],"study_design_scores_gemma":[0.0001193132,0.0001949731,0.004615111,0.002048731,0.00003361816,0.01046018,0.00432287,0.001045313,0.0002501385,0.02465017,0.9521428,0.0001166693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000263538,0.001016818,0.00004560806,0.9935588,0.003971961,0.000002337968,0.000005465067,0.000006981546,0.001128448],"genre_scores_gemma":[0.007664973,0.003956259,0.0006709541,0.9224086,0.06138968,0.00003086966,0.00001839515,0.00002053098,0.003839712],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05677649,"threshold_uncertainty_score":0.04179513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013136073782739,"score_gpt":0.2777452152354728,"score_spread":0.1764316078571989,"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."}}