{"id":"W2135953587","doi":"10.5507/bp.2015.052","title":"Patient survival, predictive factors and disease course of severe sepsis in Czech intensive care units: A multicentre, retrospective, observational study","year":2015,"lang":"en","type":"article","venue":"Biomedical Papers","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Septic shock; Medicine; Sepsis; Intensive care; Observational study; Retrospective cohort study; Psychological intervention; Intensive care medicine; Shock (circulatory); Emergency medicine; Severe sepsis; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001957888,0.000474927,0.000881159,0.001921843,0.0005647977,0.001120215,0.0006633603,0.0006701177,0.001453466],"category_scores_gemma":[0.003997268,0.0004533836,0.001111211,0.002246513,0.0005520826,0.0007714641,0.001496163,0.0006241118,0.000192137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025864,"about_ca_system_score_gemma":0.00134104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005559884,"about_ca_topic_score_gemma":0.004191558,"domain_scores_codex":[0.9979437,0.0004642212,0.0004466432,0.0004938532,0.0003388612,0.0003128712],"domain_scores_gemma":[0.9967163,0.0005507212,0.001477929,0.0003927306,0.0003740397,0.0004882261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005069613,0.0001062511,0.9970698,0.0001291102,0.0001489274,0.0001805727,0.0001363944,0.0001319855,0.0001999972,0.0000234922,0.0001510926,0.001215339],"study_design_scores_gemma":[0.00005088369,0.0002374575,0.9986259,0.00003749949,0.00006438002,0.0003038649,0.0002334457,0.0001472382,0.00002739132,0.00001251494,0.0002485294,0.00001089236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982914,0.0004929095,0.000100873,0.00002189912,0.000007094709,0.00004899613,0.0008534689,0.000002502971,0.0001807686],"genre_scores_gemma":[0.998091,0.000260821,0.0001193875,0.00003406531,0.0000111185,0.00005712726,0.001379876,0.000002565729,0.00004403499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005559884,"threshold_uncertainty_score":0.01105505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278955054573965,"score_gpt":0.3475544654151089,"score_spread":0.2196589599577125,"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."}}