{"id":"W1915836761","doi":"10.1378/chest.15-1703","title":"Lactic Acidosis in Sepsis: It’s Not All Anaerobic","year":2015,"lang":"th","type":"review","venue":"CHEST Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":406,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hyperlactatemia; Lactic acidosis; Sepsis; Acidosis; Anaerobic exercise; Medicine; Lactic acid; Septic shock; Shock (circulatory); Hypoxia (environmental); Metabolic acidosis; Intensive care medicine; Internal medicine; Oxygen; Biology; Physiology; Chemistry; Bacteria","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002811312,0.001242684,0.004170681,0.0009033966,0.0001668335,0.000305623,0.0006587392,0.0008795121,0.00253783],"category_scores_gemma":[0.0007654909,0.0009165233,0.001416912,0.0007962831,0.0001314055,0.0002801316,0.000170365,0.002946364,0.003102718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003723636,"about_ca_system_score_gemma":0.002331139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071266,"about_ca_topic_score_gemma":0.00009754512,"domain_scores_codex":[0.9935183,0.0007642367,0.002289374,0.0008520292,0.001275115,0.001300973],"domain_scores_gemma":[0.995066,0.000554137,0.001509422,0.0009349479,0.0003994583,0.001535975],"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":[0.0001726312,0.004728953,0.008689851,0.01272507,0.005450462,0.008019288,0.002047946,0.000006327481,0.00000603331,0.00003497649,0.1430314,0.8150871],"study_design_scores_gemma":[0.00414027,0.001048794,0.004486869,0.03514359,0.008346275,0.00268493,0.0005250201,0.000006749719,0.00002899169,0.00003948946,0.9428236,0.0007253879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009724984,0.9825552,0.000003963469,0.0108116,0.002370425,0.001023436,0.00003902055,0.00003124226,0.002192576],"genre_scores_gemma":[0.006752598,0.9847708,0.0006556155,0.003870705,0.002396377,0.0001558781,0.0001216148,0.000189174,0.001087241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8143617,"threshold_uncertainty_score":0.9993539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3492250770432709,"score_gpt":0.4388449921138471,"score_spread":0.0896199150705762,"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."}}