{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007356235,0.0002358467,0.0003708233,0.0003223475,0.00003138032,0.00001840338,0.00005909831,0.0003487756,0.00006355944],"category_scores_gemma":[0.00002023177,0.0002233116,0.0000902168,0.00009964302,0.00007128084,0.0000893553,0.00001709209,0.001051513,0.00002947262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002264397,"about_ca_system_score_gemma":0.0001761993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002951287,"about_ca_topic_score_gemma":0.0000116153,"domain_scores_codex":[0.9987642,0.00004094078,0.0003014955,0.0003058276,0.0003744474,0.0002130829],"domain_scores_gemma":[0.9994586,0.0002080402,0.00006863478,0.0001031572,0.00006389774,0.00009773597],"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":[0.0004880283,0.0004337595,0.01139195,0.02900815,0.00042614,0.02240041,0.00442512,0.00003626477,0.00005579329,0.01006506,0.7556723,0.1655971],"study_design_scores_gemma":[0.001245423,0.0002280793,0.01674263,0.0001846462,0.0003426734,0.0003355423,0.00006658796,0.00007191721,0.000008296796,0.006045215,0.9742935,0.0004354304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002350393,0.02574978,0.00003146127,0.9652395,0.000263222,0.0003157229,0.0002000942,0.00008971954,0.005760096],"genre_scores_gemma":[0.09713352,0.126984,0.0007720516,0.7571763,0.01200526,0.00002742856,0.002124202,0.0001625354,0.003614783],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2186213,"threshold_uncertainty_score":0.9106382,"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."}}