{"id":"W4380480619","doi":"10.1001/jama.2023.7560","title":"Fluid Therapy for Critically Ill Adults With Sepsis","year":2023,"lang":"en","type":"review","venue":"JAMA","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Sepsis; Septic shock; Resuscitation; Intensive care unit; Intravascular volume status; Surviving Sepsis Campaign; Central venous pressure; Anesthesia; Intensive care; Randomized controlled trial; Shock (circulatory); Intensive care medicine; Perfusion; Blood pressure; Inotrope; Hemodynamics; Surgery; Internal medicine; Heart rate; Severe 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"],"consensus_categories":[],"category_scores_codex":[0.0003319169,0.000468896,0.00162386,0.0002726666,0.00007884215,0.00006329851,0.0002008416,0.000449462,0.00006349043],"category_scores_gemma":[0.001578495,0.0003206911,0.0004998073,0.0005537152,0.0000801729,0.00008660454,0.00002846637,0.0003798696,0.0002914683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630872,"about_ca_system_score_gemma":0.0004961648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299592,"about_ca_topic_score_gemma":0.00002130446,"domain_scores_codex":[0.9977604,0.00008824175,0.0006289053,0.0006393057,0.0004205301,0.0004626773],"domain_scores_gemma":[0.9969496,0.0007904831,0.0001771082,0.0006225828,0.001245169,0.0002150558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000426603,0.0001006007,0.000003568008,0.02863697,0.0002911522,0.00004496448,0.0001367476,6.492934e-8,0.000001101026,0.0001317261,0.01178475,0.9584417],"study_design_scores_gemma":[0.003379611,0.001088699,0.0001749705,0.03149113,0.000832778,0.00005408718,0.0001136531,0.00001328924,0.000006406491,0.00006706088,0.9624242,0.00035409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006555955,0.9901773,0.0003438797,0.002939205,0.0003634489,0.004354297,0.0003937667,0.000341873,0.001020612],"genre_scores_gemma":[0.000009211066,0.9895549,0.004098831,0.001973558,0.0008962392,0.00108281,0.001009568,0.0002449476,0.001129952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9580877,"threshold_uncertainty_score":0.9999245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06882441196964209,"score_gpt":0.3691315973565363,"score_spread":0.3003071853868943,"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."}}