{"id":"W3005096248","doi":"10.1097/pec.0000000000002043","title":"Early Recognition and Emergency Treatment of Sepsis and Septic Shock in Children","year":2020,"lang":"en","type":"review","venue":"Pediatric Emergency Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Medicine; Septic shock; Sepsis; Intensive care; Intensive care medicine; Shock (circulatory); Severe sepsis; Medical emergency; Emergency medicine; Surgery; Internal medicine","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":[0.0000418674,0.0005648878,0.001903445,0.0004163824,0.00004324818,0.000005310221,0.00006210096,0.0002829582,0.0005604157],"category_scores_gemma":[0.00004697265,0.0004436153,0.0005062767,0.0007106388,0.00001791225,0.00004951016,0.00004944255,0.0001517429,0.00004847544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002012326,"about_ca_system_score_gemma":0.0001400282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004323735,"about_ca_topic_score_gemma":0.00004141207,"domain_scores_codex":[0.9976665,0.00009438577,0.001004816,0.000706009,0.0002454342,0.0002828813],"domain_scores_gemma":[0.9989684,0.00004489165,0.0003526174,0.0002870802,0.0001002325,0.0002467443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000007171787,0.000253435,0.4299248,0.006833461,0.0003511102,0.00002513252,0.0007080301,2.534364e-8,4.639517e-8,8.045718e-7,0.0002841331,0.5616118],"study_design_scores_gemma":[0.005762182,0.007531489,0.7532119,0.003872049,0.06079464,0.0002006548,0.0005958043,0.000002684102,0.000004835173,0.0001241043,0.1657464,0.002153325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1279728,0.8694322,2.145946e-7,0.00002720678,0.0002116035,0.001701383,0.0004124444,0.00002701704,0.000215202],"genre_scores_gemma":[0.005769475,0.9922272,0.00006715897,0.000004272196,0.0005032999,0.0004242654,0.0008862296,0.00007168576,0.00004644333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5594585,"threshold_uncertainty_score":0.9998016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09464888737357885,"score_gpt":0.3556000424014117,"score_spread":0.2609511550278329,"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."}}