{"id":"W2890101779","doi":"10.1503/cmaj.170149","title":"Clinical implications of the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3)","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Sepsis; Septic shock; Intensive care medicine; Task (project management); Medicine; Severe sepsis; Task force; Surviving Sepsis Campaign; Intensive care; MEDLINE; Shock (circulatory); Key (lock); Political science; Computer science; Immunology; Public administration; Computer security; Law; Management; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009123947,0.00008959319,0.0002335491,0.0001023519,0.0003180558,0.000033121,0.000135161,0.0002364664,0.0008969487],"category_scores_gemma":[0.004131944,0.00006377664,0.000222678,0.0001453793,0.0001909692,0.00002693158,0.00002019143,0.0003259139,0.00002550095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004083047,"about_ca_system_score_gemma":0.001701667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003208525,"about_ca_topic_score_gemma":0.009368968,"domain_scores_codex":[0.9984512,0.000095171,0.0005638231,0.0001498839,0.0005028755,0.000237005],"domain_scores_gemma":[0.997094,0.000819586,0.0002820201,0.0001443432,0.0008865504,0.0007734561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001129203,0.000115561,0.7246045,0.000005017664,0.0004124847,0.000005745349,0.00009572296,1.809711e-7,0.000007405114,0.003223263,0.2620674,0.009451431],"study_design_scores_gemma":[0.001927123,0.0001940436,0.8274437,0.0001198388,0.0002637208,0.0002522532,0.0001874337,0.0001460965,0.00003059523,0.002926034,0.1664353,0.00007388544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.538387,0.0001752407,0.00009675266,0.4497791,0.001541616,0.0004202511,0.0002655353,0.0000135593,0.009320902],"genre_scores_gemma":[0.9781368,0.0002720302,0.001155068,0.01879048,0.001304814,0.00003128877,0.00001812251,0.00001233844,0.0002790339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4397498,"threshold_uncertainty_score":0.982096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09194512104633341,"score_gpt":0.3735293875637243,"score_spread":0.2815842665173909,"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."}}