{"id":"W3157286347","doi":"10.1097/cce.0000000000000414","title":"Diagnostic Potential of Coagulation-Related Biomarkers for Sepsis in the Emergency Department: Protocol for a Pilot Observational Cohort Study","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; McMaster Children's Hospital; Impact; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Emergency department; Medicine; Sepsis; Biomarker; Observational study; Emergency medicine; Intensive care medicine; Cohort; Prospective cohort study; Logistic regression; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001928635,0.0001299421,0.0002457457,0.00006715739,0.0001826291,0.00002250632,0.00005909146,0.00004778981,0.0002195972],"category_scores_gemma":[0.003058644,0.0001008587,0.0001561757,0.0003518509,0.00005166028,0.0001075776,0.00001665433,0.00005497147,0.000003561169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007788483,"about_ca_system_score_gemma":0.0001958614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001529362,"about_ca_topic_score_gemma":0.0001531667,"domain_scores_codex":[0.9985774,0.0001121604,0.0005417833,0.0002863882,0.0003050706,0.0001771683],"domain_scores_gemma":[0.9971193,0.001516171,0.00005182268,0.0002565935,0.0009932745,0.00006282543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002694275,0.0092002,0.9683552,0.0004107182,0.000400462,0.00003744122,0.00167947,0.0001698707,0.0001988439,0.0141711,0.004766768,0.0003405308],"study_design_scores_gemma":[0.004975364,0.001970961,0.9804699,0.00008470404,0.0007813942,0.000004463183,0.007437982,0.0005473931,0.0004429659,0.002681644,0.0004809634,0.0001222038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5896722,0.0002326897,0.006129789,0.01521297,0.0004287611,0.387221,0.0006585152,0.00005992422,0.0003840977],"genre_scores_gemma":[0.6043245,0.000001761959,0.0007629349,0.0000843286,0.00004285237,0.3939651,0.0007992349,0.00001095393,0.000008360454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01512864,"threshold_uncertainty_score":0.4112899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2363900456195235,"score_gpt":0.4502733628751648,"score_spread":0.2138833172556412,"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."}}