{"id":"W2963360381","doi":"10.1016/s0140-6736(19)31627-7","title":"Rethinking management of neonates at risk of sepsis","year":2019,"lang":"en","type":"article","venue":"The Lancet","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Children's & Women's Health Centre of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of General Medical Sciences","keywords":"Sepsis; Antibiotics; Medicine; Antibiotic resistance; Intensive care medicine; Antimicrobial; Scopus; MEDLINE; Primary care; Family medicine; Internal medicine; Microbiology; Biology","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":[0.01226659,0.001035264,0.002162165,0.001696821,0.001812239,0.008662811,0.003665888,0.01045904,0.003623267],"category_scores_gemma":[0.06661514,0.0006362025,0.001590109,0.0008125358,0.003499231,0.009167374,0.004979679,0.02854873,0.001228567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004200592,"about_ca_system_score_gemma":0.00877042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005647069,"about_ca_topic_score_gemma":0.01124973,"domain_scores_codex":[0.9887739,0.005087321,0.001579415,0.0007806593,0.002720271,0.001058313],"domain_scores_gemma":[0.9690564,0.01655293,0.003431096,0.0008470467,0.004351377,0.005761137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001277431,0.0007270473,0.01641042,0.002257554,0.0004972076,0.004845062,0.004949767,0.001753048,0.00184458,0.02029662,0.3249097,0.6202316],"study_design_scores_gemma":[0.001303364,0.002904426,0.08235707,0.03526433,0.0008727217,0.01117265,0.02298169,0.002882572,0.001730468,0.1256471,0.7122198,0.000663799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01165371,0.07189317,0.002404633,0.8814348,0.02034693,0.00005191787,0.00009510052,0.0001268926,0.01199281],"genre_scores_gemma":[0.2344436,0.1738687,0.01369811,0.4232547,0.1497914,0.000397657,0.0003403029,0.0002909506,0.00391453],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01226659,"threshold_uncertainty_score":0.06487268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466732810528176,"score_gpt":0.2755335845328646,"score_spread":0.2508662564275829,"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."}}