{"id":"W4398245376","doi":"10.7759/cureus.60947","title":"Enhancing Survival in Septic Shock: A Systematic Review and Meta-Analysis of the Efficacy of Plasma Exchange Therapy","year":2024,"lang":"en","type":"review","venue":"Cureus","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Septic shock; Meta-analysis; Medicine; Intensive care medicine; Shock (circulatory); Internal medicine; Sepsis","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":[],"consensus_categories":[],"category_scores_codex":[0.0008531846,0.0004052751,0.0106156,0.0002627484,0.00001401652,0.000009730061,0.0001850259,0.0001370147,0.0003103952],"category_scores_gemma":[0.0002997321,0.0001714211,0.00366523,0.001320005,0.0000428924,0.0000157894,0.00008001531,0.0001890949,0.000008842442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102268,"about_ca_system_score_gemma":0.000111874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007136757,"about_ca_topic_score_gemma":0.0002114954,"domain_scores_codex":[0.997287,0.00047738,0.001353561,0.0003724378,0.0003548394,0.0001548008],"domain_scores_gemma":[0.9974193,0.0008873427,0.0006532029,0.0009223775,0.00006349371,0.0000542895],"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":[0.000001360775,0.0002087808,0.000007969128,0.7787976,0.2195725,0.00001017945,0.0001450498,9.976184e-8,2.083158e-7,0.00002821205,0.00004863918,0.001179479],"study_design_scores_gemma":[0.0001815952,0.00006629866,0.00002208886,0.1482332,0.8473762,0.0000111097,0.00001679681,0.00000183971,0.000004537344,0.000001531922,0.003983231,0.0001015811],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009033193,0.9957575,3.606351e-7,0.0001067223,0.00006632508,0.003781316,0.00006855619,0.000008868993,0.0001199963],"genre_scores_gemma":[0.0005657475,0.9982687,0.00001483762,0.00008278084,0.00001449522,0.0007143252,0.00002719042,0.00003697221,0.000275001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6305643,"threshold_uncertainty_score":0.725661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2684824284073482,"score_gpt":0.430544757506553,"score_spread":0.1620623290992048,"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."}}