{"id":"W4309676964","doi":"10.53350/pjmhs22169792","title":"Importance of Lumbar Puncture in Late Onset Sepsis","year":2022,"lang":"en","type":"article","venue":"","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Sepsis; Medicine; Lumbar puncture; Blood culture; Meningitis; Lethargy; Neonatal sepsis; Neonatal intensive care unit; Pediatrics; Cerebrospinal fluid; Internal medicine; Antibiotics","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":[0.001199404,0.000622278,0.0007565972,0.001148237,0.0006606193,0.001227812,0.0005557177,0.001077048,0.002218034],"category_scores_gemma":[0.007397144,0.0002788587,0.0002425966,0.0006311872,0.0006252322,0.001408859,0.0004579834,0.001163308,0.001095131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326897,"about_ca_system_score_gemma":0.000940187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141676,"about_ca_topic_score_gemma":0.001320143,"domain_scores_codex":[0.9983239,0.0007279182,0.0002725068,0.0001746625,0.0003242154,0.0001768652],"domain_scores_gemma":[0.9946213,0.002019756,0.001287935,0.0002853247,0.00115354,0.0006322018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008710283,0.000177534,0.819177,0.0008211844,0.00004856147,0.07699798,0.0009602893,0.0002080152,0.007652743,0.0001768541,0.005746237,0.08716264],"study_design_scores_gemma":[0.00006993528,0.001178506,0.5740904,0.001583946,0.000137445,0.3960595,0.004762318,0.001392132,0.006556611,0.0007817336,0.01327638,0.000111166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437598,0.03161658,0.00451722,0.006110584,0.001275628,0.000140279,0.0004479458,0.0003472098,0.01178473],"genre_scores_gemma":[0.9899822,0.005669947,0.00182378,0.0008290734,0.0009529562,0.00002095063,0.0001336863,0.00002408907,0.0005633321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002218034,"threshold_uncertainty_score":0.007420063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143615730820904,"score_gpt":0.2629584216539472,"score_spread":0.2515222643457381,"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."}}