{"id":"W4386994330","doi":"10.1080/14767058.2023.2259049","title":"Perinatal risk factors for neonatal early-onset sepsis: a meta-analysis of observational studies","year":2023,"lang":"en","type":"review","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neonatal sepsis; Observational study; Medicine; Meta-analysis; Sepsis; Pediatrics; Risk factor; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003026944,0.001073068,0.009596542,0.001819628,0.0002706336,0.00002983731,0.0009480504,0.0003240004,0.0004521069],"category_scores_gemma":[0.001871717,0.0005152256,0.006523981,0.001836457,0.0008089843,0.0003795632,0.0003632324,0.001279257,0.0000309885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358951,"about_ca_system_score_gemma":0.0003411783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007038396,"about_ca_topic_score_gemma":0.00008196967,"domain_scores_codex":[0.9928963,0.0005341362,0.003641991,0.0004805014,0.001861649,0.0005854396],"domain_scores_gemma":[0.9878029,0.00504678,0.004669151,0.0007596627,0.0013429,0.0003786284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001344915,0.0001679051,0.0008371935,0.02468619,0.8886102,0.0005064026,0.002221884,0.0001176297,0.000009159706,0.0002152736,0.001839996,0.07944329],"study_design_scores_gemma":[0.001482274,0.001904222,0.002308689,0.005182557,0.757008,0.002532189,0.000636695,0.00003325859,0.00004970557,0.0005053893,0.2278995,0.0004575573],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0389861,0.9529412,0.0005358924,0.0006061682,0.001363874,0.001344683,0.00414944,0.00005975135,0.00001288336],"genre_scores_gemma":[0.005753088,0.9896556,0.0003590795,0.000114796,0.0008138272,0.0001111298,0.0003808127,0.0001633521,0.002648316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2260595,"threshold_uncertainty_score":0.9997299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.312583468841263,"score_gpt":0.4388403794895067,"score_spread":0.1262569106482436,"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."}}