{"id":"W4401698541","doi":"10.1097/shk.0000000000002427","title":"OUTCOMES OF PEDIATRIC FLUID-REFRACTORY SEPTIC SHOCK ACCORDING TO DIFFERENT VASOACTIVE STRATEGIES: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2024,"lang":"en","type":"review","venue":"Shock","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; Septic shock; Epinephrine; Randomized controlled trial; Norepinephrine; Cochrane Library; Internal medicine; Anesthesia; Dopamine; Sepsis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0003937948,0.001027805,0.01816711,0.001023606,0.00004377283,0.00008316695,0.0002340732,0.0002329314,0.0003623702],"category_scores_gemma":[0.0001995537,0.0005117406,0.006283422,0.001457929,0.0000242949,0.00007423897,0.0001837887,0.0003602802,0.0001502827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003641725,"about_ca_system_score_gemma":0.0002572391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003895444,"about_ca_topic_score_gemma":0.00001777772,"domain_scores_codex":[0.9958737,0.0003414815,0.001886024,0.0009063715,0.0006369656,0.000355482],"domain_scores_gemma":[0.9966641,0.0009916007,0.0007228618,0.001160846,0.0001467923,0.0003138118],"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":[0.00000114027,0.0001653766,0.00007263864,0.6521609,0.3468301,0.00003087138,0.00005212726,2.880741e-7,2.901957e-8,0.00002689536,0.0002520407,0.0004075332],"study_design_scores_gemma":[0.0001094433,0.0002106246,0.00005242339,0.0359138,0.9619085,0.00001837621,0.0002079065,0.000002035426,2.310081e-7,0.00001129389,0.001212285,0.0003530831],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007418783,0.9935172,0.00002368389,0.0001541227,0.00008664107,0.005678006,0.0002072841,0.00005632544,0.0002025321],"genre_scores_gemma":[0.001598352,0.9953207,0.00008829054,0.000302988,0.00006201321,0.001634847,0.00009517672,0.00009482943,0.0008027397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6162472,"threshold_uncertainty_score":0.9997334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2191728715233048,"score_gpt":0.4399588313339248,"score_spread":0.22078595981062,"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."}}