{"id":"W4313250937","doi":"10.1186/s12014-022-09389-3","title":"Novel plasma protein biomarkers from critically ill sepsis patients","year":2022,"lang":"en","type":"article","venue":"Clinical Proteomics","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Vector Institute; Western University","funders":"London Health Sciences Foundation; Academic Medical Organization of Southwestern Ontario","keywords":"Sepsis; Medicine; SOFA score; Intensive care unit; Critically ill; Internal medicine; Blood proteins; Biomarker; Proteomics; Interquartile range; Systemic inflammatory response syndrome; Intensive care medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003419127,0.0005178289,0.0005545703,0.0008641878,0.0002498438,0.0005610026,0.0001818995,0.0004628939,0.0007757879],"category_scores_gemma":[0.000990916,0.0001085542,0.0002663638,0.0008515559,0.0001648355,0.000252863,0.0003721964,0.0004128501,0.0002392882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877487,"about_ca_system_score_gemma":0.0001732606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002890492,"about_ca_topic_score_gemma":0.0002949647,"domain_scores_codex":[0.9997957,0.00004238313,0.0000304015,0.0000566161,0.00004470245,0.00003021438],"domain_scores_gemma":[0.9994069,0.000124819,0.0002738436,0.00002066972,0.00008978724,0.00008384605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00205025,0.0001250518,0.9264004,0.0002331101,0.0001611116,0.00081913,0.0001864504,0.0005855506,0.0401684,0.00005515942,0.0005640858,0.02865133],"study_design_scores_gemma":[0.00006028387,0.0009462509,0.9839689,0.00004979316,0.0001554782,0.002443827,0.0002319678,0.002084078,0.008528149,0.0003604415,0.001151558,0.00001936581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974806,0.001358623,0.0005394486,0.00006184643,0.0000132252,0.0000149148,0.0003055543,0.00001285797,0.0002130669],"genre_scores_gemma":[0.9980313,0.0003696829,0.0008405382,0.0000696863,0.00002425863,0.00001932367,0.0005675276,0.000003004177,0.00007461161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008641878,"threshold_uncertainty_score":0.002595246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099609775449926,"score_gpt":0.3747206913691169,"score_spread":0.2647597138241243,"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."}}