{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003029299,0.00009023068,0.000194234,0.00007578023,0.00002549259,0.00001354628,0.00003769351,0.0000766176,0.0002423484],"category_scores_gemma":[0.0004127779,0.00007543737,0.00007289946,0.0001708394,0.0000616996,0.00002121566,0.00002712996,0.0001116731,0.00008584152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829487,"about_ca_system_score_gemma":0.00007229848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002273149,"about_ca_topic_score_gemma":0.00002150677,"domain_scores_codex":[0.9993635,0.00001465001,0.0001335464,0.0001956534,0.0001028274,0.0001897678],"domain_scores_gemma":[0.9994459,0.000183839,0.000002824086,0.0001955256,0.00008178264,0.00009018154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005773728,0.0009137533,0.9394625,0.001371016,0.00004794816,0.0007335277,0.0008103815,0.00000118895,0.0007454329,0.03369378,0.00567171,0.01649097],"study_design_scores_gemma":[0.002174597,0.0003131652,0.9639686,0.0007285511,0.0002717015,0.00001449725,0.003313281,0.00005490523,0.01322031,0.001054127,0.01472653,0.0001596907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995221,0.007046754,0.00003526373,0.01436589,0.000271292,0.0002826345,0.000008074193,0.00006940842,0.0783986],"genre_scores_gemma":[0.9968502,0.00002053623,0.0003378176,0.002384185,0.00005051765,0.00006491136,0.00001871623,0.00000816513,0.00026497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0973281,"threshold_uncertainty_score":0.3076247,"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."}}