{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009838775,0.0001638935,0.0003258424,0.0001723198,0.00008243283,0.000001555889,0.00006629822,0.00006683649,0.0143963],"category_scores_gemma":[0.0008319895,0.0001126524,0.0001185713,0.0006127078,0.00006990669,0.00003779682,0.00003057507,0.0001174391,0.001693016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004921684,"about_ca_system_score_gemma":0.00004022908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002668198,"about_ca_topic_score_gemma":0.00005264215,"domain_scores_codex":[0.9985799,0.00002802472,0.0003582643,0.0003088375,0.0003957812,0.0003291687],"domain_scores_gemma":[0.9990647,0.00009301773,0.00002852314,0.0003707399,0.0001642358,0.0002788227],"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":[0.00002567168,0.0001248426,0.2243787,0.0001853758,0.0000582737,0.0001711267,0.001782956,9.851551e-7,0.0005071553,0.001342446,0.7613152,0.01010729],"study_design_scores_gemma":[0.002414296,0.001582761,0.4638329,0.000271157,0.0005175072,0.00003164341,0.007618323,0.00005592833,0.000763673,0.0007037307,0.521967,0.0002410574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6325929,0.01327609,0.00003740678,0.09329653,0.007909114,0.0007865895,0.0000139316,0.0008200207,0.2512674],"genre_scores_gemma":[0.9885377,0.002654763,0.00009156029,0.0008273277,0.001657001,0.0001126748,0.0001441546,0.00003721293,0.005937636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3559448,"threshold_uncertainty_score":0.9990843,"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."}}