{"id":"W3083035037","doi":"10.1093/cid/ciaa876","title":"C-Reactive Protein, Procalcitonin, and White Blood Count to Rule Out Neonatal Early-onset Sepsis Within 36 Hours: A Secondary Analysis of the Neonatal Procalcitonin Intervention Study","year":2020,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; McMaster Children's Hospital","funders":"Fonds NutsOhra","keywords":"Procalcitonin; Medicine; Sepsis; Neonatal sepsis; C-reactive protein; White blood cell; Internal medicine; Antibiotics; Antibiotic therapy; Blood culture; Gastroenterology; Biomarker; Area under the curve; Inflammation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003798259,0.000745996,0.001971016,0.0005514142,0.0002668689,0.0001688631,0.000378929,0.000567921,0.0002262195],"category_scores_gemma":[0.001401932,0.0005390787,0.001660067,0.001232761,0.0006121256,0.0002402424,0.0006759411,0.002788997,0.00004726222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145257,"about_ca_system_score_gemma":0.000470509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004911385,"about_ca_topic_score_gemma":0.0005728383,"domain_scores_codex":[0.9948209,0.0006698475,0.001737596,0.001363657,0.0009060259,0.0005019711],"domain_scores_gemma":[0.9965268,0.0004363382,0.001051698,0.0008630217,0.0005751248,0.0005469662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008503036,0.002987421,0.9472306,0.0009060734,0.01202056,0.0009213863,0.001237782,0.0000128068,0.0000247634,0.000001799226,0.03044005,0.003366428],"study_design_scores_gemma":[0.00513424,0.007395014,0.9388759,0.001577843,0.03300859,0.0001213005,0.0005518912,0.0000818538,0.0004562794,0.0003246728,0.01149355,0.0009789404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691178,0.0003850209,0.0001936329,0.02188325,0.0008602789,0.004747419,0.002434456,0.0002800793,0.00009803483],"genre_scores_gemma":[0.9412318,0.00001519057,0.0000320666,0.05419124,0.001353962,0.001126922,0.0006077371,0.0001185597,0.001322567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03230799,"threshold_uncertainty_score":0.9997061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161730553450899,"score_gpt":0.3283892018359172,"score_spread":0.3067718963014082,"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."}}