{"id":"W4394072523","doi":"10.6084/m9.figshare.22705758","title":"Pentraxin-3 and neonatal sepsis: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Figshare","topic":"Biomarkers in Disease Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neonatal sepsis; Meta-analysis; Sepsis; Medicine; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01243327,0.002726826,0.01889445,0.007730254,0.000669846,0.00325452,0.002253264,0.00242729,0.00391946],"category_scores_gemma":[0.02690801,0.001600361,0.04143169,0.008571263,0.000615914,0.001734229,0.001785893,0.001925199,0.0003297067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643611,"about_ca_system_score_gemma":0.004217854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006957352,"about_ca_topic_score_gemma":0.01457409,"domain_scores_codex":[0.9914479,0.00389156,0.002423653,0.000844261,0.001058164,0.0003344882],"domain_scores_gemma":[0.9836245,0.01230516,0.002124903,0.0005352758,0.001199808,0.0002104156],"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":[0.001468582,0.00002830379,0.003330995,0.447449,0.5352601,0.0001652134,0.00007350033,0.0005866581,0.0002066915,0.0001546242,0.00064877,0.01062759],"study_design_scores_gemma":[0.0003418627,0.0001485118,0.002905794,0.02546203,0.9691489,0.0001028789,0.00003685901,0.0001970114,0.00008798192,0.000180188,0.00136785,0.00002013228],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003228028,0.995212,0.0004869783,0.0001740799,0.0001222548,0.0002366144,0.0003662659,0.00002383366,0.0001500879],"genre_scores_gemma":[0.1098476,0.8836589,0.002740056,0.0007411983,0.0002840877,0.001480908,0.0008603464,0.00002985044,0.0003570689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01889445,"threshold_uncertainty_score":0.06575423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331275124446162,"score_gpt":0.3412565003279557,"score_spread":0.2081289878833395,"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."}}