{"id":"W1977805115","doi":"10.12927/hcq.2010.21963","title":"National Analysis of Sepsis Hospitalizations and Factors Contributing to Sepsis In-Hospital Mortality in Canada","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Sepsis; Medicine; Intensive care medicine; Emergency medicine; Surviving Sepsis Campaign; Severe sepsis; Medical emergency; Internal medicine; Septic shock","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":[0.0002102607,0.0001407369,0.0005170719,0.0004305919,0.00005101098,0.00001087006,0.00004690605,0.00007374761,0.00005902377],"category_scores_gemma":[0.000144027,0.0001298766,0.00007717099,0.0011011,0.00002184984,0.00005588561,0.00001047997,0.0001529595,6.93687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005180381,"about_ca_system_score_gemma":0.00103039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8988368,"about_ca_topic_score_gemma":0.9902464,"domain_scores_codex":[0.9984322,0.00004383703,0.0005122523,0.0003015246,0.0003843235,0.000325868],"domain_scores_gemma":[0.9989973,0.0001899536,0.000113373,0.0001961984,0.0002673581,0.0002358666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006342275,0.0002122917,0.9958552,0.00003453206,0.0002310484,0.00001473885,0.002021916,0.00002390936,0.00001707706,0.0004194197,0.00006311257,0.001100371],"study_design_scores_gemma":[0.0005244222,0.0003631896,0.9953454,0.00004629718,0.0001685234,5.869494e-7,0.002742807,0.0005537362,0.00005986102,0.0000469925,0.00004414333,0.0001041142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929767,0.00008218509,0.000007480169,0.005975878,0.0001454062,0.0004477073,0.000295155,0.000009265831,0.00006021556],"genre_scores_gemma":[0.9991401,0.000008963567,0.00009218514,0.000477759,0.00001934181,0.00005529484,0.0001936222,0.000009602133,0.000003121379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09140955,"threshold_uncertainty_score":0.5296216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015048734286319,"score_gpt":0.3447798661570045,"score_spread":0.3146293788141413,"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."}}