{"id":"W4404209182","doi":"10.1177/20503121241290378","title":"A nursing-led sepsis response team guiding resuscitation with point-of-care ultrasound: A review and model for improving bundle compliance while individualizing sepsis care","year":2024,"lang":"en","type":"review","venue":"SAGE Open Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Medicine; Sepsis; Compliance (psychology); Resuscitation; Intensive care medicine; Surviving Sepsis Campaign; Nursing; Medical emergency; Emergency medicine; Severe sepsis; Surgery; Septic shock","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":[0.001462979,0.0008803736,0.004397447,0.0004746358,0.0002660197,0.0001155258,0.0004320618,0.0002790369,0.0000676907],"category_scores_gemma":[0.001440113,0.0005639746,0.000400028,0.000883779,0.0002507544,0.0002115531,0.000169306,0.0003718934,0.000008052547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008780999,"about_ca_system_score_gemma":0.0009196863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000118856,"about_ca_topic_score_gemma":0.00005964559,"domain_scores_codex":[0.9958759,0.000320833,0.001412914,0.001248223,0.000630587,0.0005115354],"domain_scores_gemma":[0.9959138,0.001398177,0.0009221648,0.0009645694,0.000492124,0.0003091729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005397797,0.000214467,0.00004933618,0.3596576,0.001194383,0.00005042685,0.01193802,0.000002075228,0.00001435024,0.00005020731,0.00888222,0.6174071],"study_design_scores_gemma":[0.003447516,0.003084261,0.00002645395,0.8239718,0.04485936,0.0002423489,0.007434811,0.0001206105,0.000009472335,0.00005352715,0.1161306,0.0006192177],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000052921,0.9856002,0.0003703452,0.001377432,0.0001726953,0.01052967,0.0005780213,0.00006740932,0.001251305],"genre_scores_gemma":[0.001445846,0.9829114,0.0102843,0.0007591892,0.0001588447,0.002248234,0.001491707,0.0002165335,0.0004839672],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6167879,"threshold_uncertainty_score":0.9996812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.204269184155033,"score_gpt":0.4496890700090009,"score_spread":0.2454198858539678,"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."}}