{"id":"W4226031275","doi":"10.3389/fendo.2021.811776","title":"Association of Preadmission Metformin Use and Prognosis in Patients With Sepsis and Diabetes Mellitus: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Frontiers in Endocrinology","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metformin; Meta-analysis; Odds ratio; Cochrane Library; Internal medicine; Diabetes mellitus; Confidence interval; Sepsis; Relative risk; Observational study; Insulin; Endocrinology","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":[0.01196918,0.002888941,0.01728035,0.007542189,0.0006429918,0.003236342,0.00219595,0.002510127,0.002461421],"category_scores_gemma":[0.02882718,0.001761498,0.04609666,0.007653755,0.0005581024,0.00154997,0.001386658,0.00180754,0.0002214263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191117,"about_ca_system_score_gemma":0.002821051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006596133,"about_ca_topic_score_gemma":0.01258292,"domain_scores_codex":[0.9914962,0.003944109,0.002541975,0.0008297075,0.0008984605,0.0002895569],"domain_scores_gemma":[0.9810963,0.01377066,0.003162688,0.0005711121,0.001140857,0.0002582922],"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":[0.00156849,0.00003235787,0.007868391,0.2053742,0.7765961,0.0001399716,0.00005446876,0.000517458,0.0001411292,0.0000754149,0.0003182105,0.007313818],"study_design_scores_gemma":[0.0002433173,0.0001383576,0.004402056,0.01068794,0.9834548,0.00008196948,0.00002516315,0.0001888232,0.00006875992,0.00008914206,0.0006022856,0.00001737971],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005993978,0.9926776,0.0004281969,0.0001579334,0.0001233674,0.000154472,0.0003012727,0.00001726856,0.0001459357],"genre_scores_gemma":[0.2048527,0.7895631,0.00244737,0.0007647668,0.0003391264,0.0009839938,0.0007302664,0.00002513042,0.000293642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01728035,"threshold_uncertainty_score":0.06329983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07252580152991389,"score_gpt":0.3297029622194171,"score_spread":0.2571771606895032,"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."}}