{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01489829,0.002568376,0.02148009,0.006337894,0.0007056648,0.00363981,0.001987986,0.002453369,0.003342427],"category_scores_gemma":[0.03792507,0.001239625,0.04054857,0.006879326,0.0007752739,0.001897202,0.001761972,0.002258478,0.0002808234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681702,"about_ca_system_score_gemma":0.004567187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006116671,"about_ca_topic_score_gemma":0.01292173,"domain_scores_codex":[0.987193,0.006722334,0.003642724,0.0009160484,0.001181982,0.0003439292],"domain_scores_gemma":[0.9777175,0.0170579,0.002900624,0.0005588865,0.00150091,0.0002641927],"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":[0.001918456,0.00003892494,0.001766384,0.483094,0.4992811,0.0001252053,0.00009839563,0.0004454209,0.0002037631,0.0001377526,0.0004096906,0.01248086],"study_design_scores_gemma":[0.0006174721,0.0002508624,0.00217373,0.03700126,0.9580042,0.00007808055,0.00004647961,0.0001537938,0.00009231187,0.0001644349,0.001394882,0.00002242909],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003453764,0.9951577,0.000360576,0.0001544025,0.0001265729,0.0002603462,0.0002759459,0.00001612183,0.0001946038],"genre_scores_gemma":[0.1529171,0.8407227,0.002681694,0.001045969,0.0002850767,0.001316944,0.0006947513,0.00003163105,0.0003042251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02148009,"threshold_uncertainty_score":0.07879061,"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."}}