{"id":"W1967456318","doi":"10.1016/j.ajem.2010.09.033","title":"Base excess is an accurate predictor of elevated lactate in ED septic patients","year":2010,"lang":"en","type":"article","venue":"The American Journal of Emergency Medicine","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Emergency department; Confidence interval; Sepsis; Internal medicine; Prospective cohort study; Triage; Base excess; Gastroenterology; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008098632,0.000668913,0.0009392394,0.001044125,0.0004520816,0.001424658,0.0004093784,0.001053358,0.002049058],"category_scores_gemma":[0.008105357,0.0003837175,0.0004963445,0.0007579994,0.0003238351,0.001047194,0.0005009885,0.001472014,0.000533778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705083,"about_ca_system_score_gemma":0.0006547481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402272,"about_ca_topic_score_gemma":0.001983388,"domain_scores_codex":[0.9994273,0.000139419,0.000118865,0.00005160452,0.0001600972,0.0001026776],"domain_scores_gemma":[0.9950684,0.002015017,0.001442122,0.0001780591,0.0005568827,0.0007394871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004845372,0.00005707387,0.9969528,0.00001592317,0.00003721086,0.000307642,0.00001833616,0.00008885533,0.0003439043,0.00001163448,0.0001303396,0.001551676],"study_design_scores_gemma":[0.0000245106,0.0003882655,0.9942371,0.00005045298,0.0001109852,0.001772334,0.0002544055,0.002216882,0.0005312614,0.00009134617,0.000308278,0.0000141745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953051,0.001612299,0.0003233704,0.0003939996,0.0001050377,0.00001471599,0.0002615668,0.00001917164,0.001964845],"genre_scores_gemma":[0.9988123,0.0004162247,0.0002357242,0.00007963156,0.0000728891,0.000005601318,0.0001977584,0.000003593168,0.0001761871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002049058,"threshold_uncertainty_score":0.006854773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648254829060252,"score_gpt":0.3270392831783673,"score_spread":0.3005567348877647,"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."}}