{"id":"W4398174873","doi":"10.3389/fmed.2024.1379019","title":"Factors contributing to sepsis-associated encephalopathy: a comprehensive systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Sepsis; Intensive care medicine; Medicine; Psychology; 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":[0.02260565,0.003885124,0.02158296,0.01142937,0.0008406346,0.004258049,0.002521302,0.002583993,0.003246161],"category_scores_gemma":[0.04390173,0.00214085,0.04310447,0.009573522,0.0009202045,0.002123423,0.001907733,0.001965455,0.0002730021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003349204,"about_ca_system_score_gemma":0.006529771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006470414,"about_ca_topic_score_gemma":0.01498284,"domain_scores_codex":[0.9856774,0.007155167,0.003996833,0.001176127,0.001532054,0.000462457],"domain_scores_gemma":[0.9718421,0.02050412,0.004631058,0.0007796568,0.00194958,0.0002935299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009086398,0.00002754652,0.004418176,0.494518,0.4887681,0.0001457102,0.00009201351,0.0006145427,0.0001843643,0.000139871,0.0004405633,0.009742497],"study_design_scores_gemma":[0.0003152091,0.0001694711,0.003057879,0.05022566,0.9442,0.0001348177,0.00004642772,0.0001958302,0.00009934171,0.0001938928,0.001336743,0.00002476669],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002857622,0.9955601,0.0005469413,0.0002087401,0.0001077354,0.0002769273,0.0002787886,0.00002057264,0.0001426393],"genre_scores_gemma":[0.1120989,0.8813536,0.003300735,0.0008220486,0.0002958817,0.001315019,0.0006256414,0.00002809559,0.0001601252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02260565,"threshold_uncertainty_score":0.1195515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131688739426504,"score_gpt":0.3762719430870326,"score_spread":0.2445832036605286,"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."}}