{"id":"W3016230899","doi":"10.1093/pch/pxaa042","title":"Evaluation of compliance with the 2017 Canadian Paediatric Society Position Statement for the management of newborns at risk for early-onset sepsis: A retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital; Royal Jubilee Hospital; University of British Columbia","funders":"","keywords":"Medicine; Retrospective cohort study; Sepsis; Pediatrics; Cohort; Neonatal sepsis; Guideline; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002336313,0.0001385229,0.0002927552,0.000051124,0.0006058312,0.00001120063,0.0001147753,0.00003190957,0.00001074207],"category_scores_gemma":[0.00005140319,0.00008344155,0.0001457062,0.0004100711,0.00004455536,0.00004252356,0.00004004543,0.0001591851,0.00000211664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007910615,"about_ca_system_score_gemma":0.000439328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02053944,"about_ca_topic_score_gemma":0.0146331,"domain_scores_codex":[0.9982558,0.0001120066,0.0003802454,0.0002750514,0.0006988011,0.0002781063],"domain_scores_gemma":[0.9980775,0.0001320108,0.0005003149,0.0002625019,0.0008434416,0.0001842843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004144443,0.0003124203,0.9682526,0.0008500035,0.001357188,8.114096e-7,0.004890738,0.0006410367,8.57814e-7,0.0001049703,0.02010868,0.003066278],"study_design_scores_gemma":[0.002915461,0.001987335,0.9870425,0.00004879246,0.002575631,0.00000209986,0.001319469,0.002669544,0.000008759657,0.0001128212,0.001235504,0.00008204602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322093,0.003251542,0.00906794,0.02877682,0.0003247216,0.02274078,0.00329314,0.00003793115,0.0002978554],"genre_scores_gemma":[0.9953709,0.001717507,0.0007723413,0.0009943015,0.0002502211,0.0007479633,0.0001006613,0.00001939513,0.00002671577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06316162,"threshold_uncertainty_score":0.9859829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106455847643239,"score_gpt":0.3297809578264281,"score_spread":0.2887163993499957,"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."}}