{"id":"W2112230532","doi":"10.1186/cc6814","title":"Cardiovascular response to dobutamine stress predicts outcome in severe sepsis and septic shock","year":2008,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Septic shock; Dobutamine; Sepsis; Intensive care medicine; Shock (circulatory); Emergency medicine; Cardiology; Internal medicine; Hemodynamics","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":[0.0001297806,0.0001906456,0.0005152184,0.0001381927,0.00007466062,0.00001548654,0.0000551509,0.0001160708,0.00009005936],"category_scores_gemma":[0.001233174,0.000160579,0.0001976366,0.0001983311,0.000103622,0.00004932328,0.00007386175,0.0001541667,0.0000438915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038453,"about_ca_system_score_gemma":0.00005716167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006963804,"about_ca_topic_score_gemma":0.00002408918,"domain_scores_codex":[0.9984837,0.0001081614,0.0002534587,0.0004193037,0.0003934891,0.000341885],"domain_scores_gemma":[0.9985993,0.0003870185,0.000007529944,0.0004355581,0.000151103,0.0004194957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004260349,0.0002652332,0.9905033,0.000370082,0.0001307827,0.003899112,0.001947174,0.00004381081,0.00005431198,0.00004406172,0.0005080384,0.001808119],"study_design_scores_gemma":[0.002581128,0.0007031459,0.9905911,0.0002590799,0.0003532186,0.0003371008,0.001923655,0.00002234938,0.0006193523,0.00001104188,0.002402903,0.000195905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900072,0.005692119,0.00001279191,0.002971532,0.00008960401,0.000440138,0.00008961853,0.00005067473,0.0006462852],"genre_scores_gemma":[0.9979829,0.00006351434,0.0004382848,0.001158929,0.00007845936,0.0001040297,0.00002544616,0.00002727497,0.0001211574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007975667,"threshold_uncertainty_score":0.6548223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07950555857512334,"score_gpt":0.3522309967041987,"score_spread":0.2727254381290753,"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."}}