{"id":"W4414546784","doi":"10.1007/978-981-95-0673-6_53","title":"Goal-Directed Resuscitation in Sepsis: The Rivers et al., ProCESS, ARISE, and ProMISe Trials","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Resuscitation; Early goal-directed therapy; Septic shock; Sepsis; Clinical trial; Hemodynamics; Multicenter trial","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":[0.00508987,0.0006262121,0.0007301665,0.0006978216,0.0005793331,0.003328201,0.0009346553,0.002543886,0.008934475],"category_scores_gemma":[0.01073358,0.000270684,0.0004708886,0.000764845,0.002431464,0.004911655,0.001426717,0.009102362,0.003224937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629456,"about_ca_system_score_gemma":0.003056899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022373,"about_ca_topic_score_gemma":0.007005693,"domain_scores_codex":[0.9988157,0.0006996866,0.00004882031,0.00005055556,0.0003487833,0.00003658625],"domain_scores_gemma":[0.9942741,0.004808022,0.0001203264,0.0001265203,0.0004000444,0.0002710634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.0001033733,0.00005600367,0.0001124627,0.0007513821,0.00002713403,0.00005063014,0.0002219453,0.000238177,0.0001043165,0.08529752,0.6073336,0.3057035],"study_design_scores_gemma":[0.00006012978,0.00008362393,0.0002173154,0.002951375,0.00002479235,0.0002194723,0.0001702273,0.0001850353,0.00009044895,0.06859025,0.9273866,0.00002073969],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0004550361,0.7415068,0.00364343,0.1755585,0.01308168,0.00004698027,0.0001388396,0.00007551501,0.06549324],"genre_scores_gemma":[0.009783041,0.7811859,0.009543188,0.1216448,0.01711078,0.0002065219,0.0001948357,0.0001722173,0.06015871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008934475,"threshold_uncertainty_score":0.02988875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0899317828325163,"score_gpt":0.3761638172324245,"score_spread":0.2862320343999082,"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."}}