{"id":"W1988820966","doi":"10.1002/jhm.238","title":"Effects of rapid response systems on clinical outcomes: Systematic review and meta‐analysis","year":2007,"lang":"en","type":"review","venue":"Journal of Hospital Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Randomized controlled trial; MEDLINE; CINAHL; Emergency medicine; Meta-analysis; Relative risk; Clinical trial; Systematic review; Intensive care medicine; Internal medicine; Psychological intervention; Confidence interval; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02989247,0.003529982,0.02039509,0.00715769,0.0005985173,0.003202992,0.003058743,0.00257714,0.004579854],"category_scores_gemma":[0.07398706,0.001971978,0.03904317,0.007957518,0.001116278,0.002466744,0.001652533,0.002750647,0.0003527606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004069712,"about_ca_system_score_gemma":0.005283772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007461413,"about_ca_topic_score_gemma":0.01143351,"domain_scores_codex":[0.9742762,0.01659753,0.004652572,0.001620722,0.0023662,0.0004867593],"domain_scores_gemma":[0.9401549,0.04847706,0.00727909,0.001273751,0.00235189,0.0004633494],"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":[0.003023353,0.00005095837,0.002123429,0.4282071,0.554202,0.00008739631,0.00007744708,0.0007045664,0.00008213804,0.0001510652,0.0007095407,0.01058104],"study_design_scores_gemma":[0.00212772,0.0004592632,0.002537275,0.03477162,0.9579421,0.0000696691,0.00004866494,0.0002845023,0.0001647657,0.0002888602,0.001277417,0.0000281676],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004881512,0.9920608,0.001007218,0.0002850914,0.0002157681,0.0007295749,0.0005194537,0.0000412699,0.0002592437],"genre_scores_gemma":[0.1615888,0.8266674,0.005167688,0.0009069734,0.0003605973,0.004155709,0.0007674086,0.00004360914,0.0003418281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02989247,"threshold_uncertainty_score":0.1580883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2173742846833857,"score_gpt":0.4944121689913684,"score_spread":0.2770378843079826,"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."}}