{"id":"W4411449017","doi":"10.1016/j.chstcc.2025.100184","title":"Fluids in Septic Shock","year":2025,"lang":"en","type":"article","venue":"CHEST Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; University of Toronto; Sinai Health System; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Impact","funders":"Canada Research Chairs; McMaster University; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Septic shock; Protocol (science); Randomized controlled trial; Medicine; Computer science; Internal medicine; Sepsis; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003519759,0.0006329975,0.001416099,0.0005107216,0.0005810845,0.001185807,0.000442154,0.00172986,0.01135964],"category_scores_gemma":[0.01012134,0.000278242,0.002612266,0.0005127511,0.000844012,0.001080134,0.0009544429,0.003297037,0.0008056401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007690031,"about_ca_system_score_gemma":0.001814119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000856486,"about_ca_topic_score_gemma":0.001276655,"domain_scores_codex":[0.9964622,0.002689492,0.0003211086,0.0001750824,0.0002059865,0.000146192],"domain_scores_gemma":[0.9970371,0.001477798,0.0006779404,0.0001209936,0.0002550349,0.0004312022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.583881,0.005541443,0.003432941,0.03856723,0.005518152,0.0001554167,0.0002369664,0.0006186567,0.001205167,0.006184577,0.01991203,0.3347466],"study_design_scores_gemma":[0.8725653,0.06175329,0.009742243,0.01651862,0.004230397,0.0002441134,0.0002311782,0.0006128314,0.000798972,0.004830403,0.02839597,0.00007671788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4713439,0.4371704,0.003693365,0.03211799,0.01844645,0.008825809,0.003223737,0.0002905866,0.02488766],"genre_scores_gemma":[0.8312725,0.1134252,0.0076163,0.0187088,0.005246994,0.0147066,0.001396762,0.00004790488,0.007579021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135964,"threshold_uncertainty_score":0.03800178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06646619173864209,"score_gpt":0.3997782365303024,"score_spread":0.3333120447916603,"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."}}