{"id":"W4413902420","doi":"10.1186/s12890-025-03901-9","title":"Association between stress hyperglycemia and pneumonia in patients with stroke: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMC Pulmonary Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Confounding; Pneumonia; Incidence (geometry); Stroke (engine); Internal medicine; Publication bias; Stress hyperglycemia; Comorbidity; Observational study; Systematic review; MEDLINE; Insulin","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":[0.01045326,0.00271753,0.01772248,0.006577497,0.0007679156,0.003169231,0.002073607,0.002272852,0.003122802],"category_scores_gemma":[0.02821009,0.001584825,0.04480052,0.007167948,0.0006193405,0.001637307,0.001535869,0.001836088,0.0002271555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827636,"about_ca_system_score_gemma":0.004797671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008548662,"about_ca_topic_score_gemma":0.01636063,"domain_scores_codex":[0.9924238,0.003348215,0.002302215,0.0007506235,0.0008651174,0.0003099598],"domain_scores_gemma":[0.9855025,0.01029269,0.002296821,0.0004371307,0.001254132,0.0002167492],"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":[0.001669763,0.00004613381,0.006065139,0.4169101,0.5630403,0.000156733,0.0001006971,0.0006766235,0.0001606763,0.0001168164,0.0005909587,0.01046618],"study_design_scores_gemma":[0.000360021,0.0001759397,0.003875622,0.02566414,0.9683412,0.0000936943,0.00004764276,0.0002429422,0.00007837184,0.0001348666,0.000962005,0.00002362801],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00648889,0.9913995,0.0005788376,0.0001884407,0.0001325118,0.0004329391,0.0005470187,0.00002434065,0.0002075486],"genre_scores_gemma":[0.1735254,0.8194382,0.002704848,0.000747779,0.0002923922,0.001868105,0.001080338,0.00002317087,0.0003197712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01772248,"threshold_uncertainty_score":0.05528277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07277485643852957,"score_gpt":0.4139020472369485,"score_spread":0.3411271907984189,"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."}}