{"id":"W1713440487","doi":"10.1186/cc2459","title":"Universal changes in biomarkers of coagulation and inflammation occur in patients with severe sepsis, regardless of causative micro-organism [ISRCTN74215569]","year":2004,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":364,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"Eli Lilly and Company","keywords":"Medicine; Sepsis; Organism; Inflammation; Intensive care medicine; Coagulation; Bioinformatics; Immunology; Internal medicine; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.00003693258,0.00009214469,0.0002299125,0.000145104,0.00001321651,0.000003512218,0.00001971263,0.0000737285,0.00001309773],"category_scores_gemma":[0.00009346629,0.00007722518,0.00001740167,0.0001700737,0.0001152238,0.00006246955,0.00001646847,0.00005265086,4.500851e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015251,"about_ca_system_score_gemma":0.00005620344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002561017,"about_ca_topic_score_gemma":0.0007832452,"domain_scores_codex":[0.9993908,0.00002958879,0.0001604399,0.0001528454,0.000159264,0.0001070977],"domain_scores_gemma":[0.9995114,0.00007952475,0.00004135241,0.0000938465,0.0002240956,0.00004975181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002791421,0.0001987258,0.9929624,0.0003541404,0.00003027558,0.00001809334,0.003721061,0.00001212605,0.0007543669,0.0006634902,0.000003282217,0.001002936],"study_design_scores_gemma":[0.004998892,0.0006142126,0.953458,0.0006183263,0.00008289839,0.000001701024,0.005031877,0.000003083684,0.03501994,0.00009470936,0.000004035021,0.00007236271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985898,0.0001924856,0.000006498811,0.0006470981,0.00001773743,0.0003441672,0.00004476923,0.000005375785,0.0001520329],"genre_scores_gemma":[0.9994123,0.00001381804,0.0004209396,0.00003360416,0.000007173255,0.000007480621,0.00009539002,0.000008339493,9.820313e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03950439,"threshold_uncertainty_score":0.3149152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419622827206346,"score_gpt":0.293570985983876,"score_spread":0.2693747577118125,"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."}}