{"id":"W4323667971","doi":"10.1097/01.eem.0000922720.76042.fd","title":"Critical Care","year":2023,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sepsis; Bolus (digestion); Saline; Anesthesia; Randomized controlled trial; Intravascular volume status; Septic shock; Blood pressure; Clinical trial; Hemodynamics; Surgery; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002116865,0.0007941092,0.0007475031,0.0008777099,0.001311427,0.0039454,0.001501184,0.002149672,0.4392121],"category_scores_gemma":[0.01286362,0.0003522801,0.0007679145,0.0006797946,0.0006827846,0.002350882,0.002877901,0.003553114,0.1390012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910552,"about_ca_system_score_gemma":0.005545695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002223737,"about_ca_topic_score_gemma":0.003489217,"domain_scores_codex":[0.9975464,0.0008739405,0.0002855671,0.0004484888,0.0005265229,0.00031909],"domain_scores_gemma":[0.9946809,0.0008642641,0.0004212079,0.0004952337,0.001578848,0.001959543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003352281,0.00009318391,0.001026507,0.0009800217,0.0000489837,0.0002097116,0.0001303289,0.00004019652,0.0001367976,0.008122755,0.7735665,0.2153097],"study_design_scores_gemma":[0.0002939383,0.00009940167,0.001225776,0.001467694,0.00002600237,0.0003456392,0.0001952681,0.00008020466,0.00007472276,0.005085331,0.9910892,0.0000168494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003767604,0.04312096,0.003991439,0.09476943,0.02616363,0.001181773,0.00701938,0.001328249,0.8186575],"genre_scores_gemma":[0.06706941,0.05674332,0.01029922,0.1311128,0.02127223,0.003456592,0.01370179,0.0009301074,0.6954147],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4392121,"threshold_uncertainty_score":0.7998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1976087867847807,"score_gpt":0.4590800948782288,"score_spread":0.2614713080934481,"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."}}