{"id":"W3023797004","doi":"10.1097/anc.0000000000000761","title":"Can Procalcitonin Improve Antibiotic Stewardship for Late-Onset Sepsis Evaluations in Neonates?","year":2020,"lang":"en","type":"article","venue":"Advances in Neonatal Care","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brantford Energy (Canada)","funders":"","keywords":"Medicine; Procalcitonin; Sepsis; Guideline; Intensive care; Intensive care medicine; Population; Antibiotics; Antibiotic Stewardship; Neonatal sepsis; Pediatrics; Antimicrobial stewardship; Internal medicine; 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":[0.007892055,0.0002831384,0.0003969924,0.0007748991,0.0003225669,0.001205929,0.0007749522,0.0004624713,0.001547618],"category_scores_gemma":[0.06415573,0.0001306475,0.0005020638,0.001116816,0.0003964189,0.001145044,0.0008407331,0.0008556398,0.0001812609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002115242,"about_ca_system_score_gemma":0.007306754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019127,"about_ca_topic_score_gemma":0.02316367,"domain_scores_codex":[0.9958774,0.002517992,0.0004208784,0.0002703566,0.0006377916,0.0002755937],"domain_scores_gemma":[0.9714301,0.008296008,0.01231167,0.000869141,0.004126349,0.002966758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005831898,0.0007269884,0.8125499,0.0008566067,0.0001939815,0.0001653935,0.0007153272,0.0005563652,0.0004238036,0.0001924315,0.005508757,0.1775272],"study_design_scores_gemma":[0.0001458772,0.001248521,0.9888713,0.001480909,0.0001759289,0.0002384858,0.001247537,0.001164609,0.0007912429,0.0002435614,0.004372547,0.0000195122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447461,0.01459423,0.001212232,0.03542576,0.0002929055,0.0001990608,0.0006652029,0.00008218214,0.002782346],"genre_scores_gemma":[0.9879797,0.004859475,0.004463173,0.001955201,0.000175584,0.0001512874,0.0002115002,0.00001062043,0.000193472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019127,"threshold_uncertainty_score":0.04173768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177048310643362,"score_gpt":0.3305907378565074,"score_spread":0.3128859067921712,"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."}}