{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009472467,0.0002115912,0.000445397,0.0001171094,0.00003418974,0.000007236556,0.0000509929,0.0000846923,0.00005389833],"category_scores_gemma":[0.002395128,0.000145673,0.00005803061,0.0004622294,0.0002237487,0.00005484405,0.0000727149,0.0001433466,0.000001688138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003839734,"about_ca_system_score_gemma":0.0004807422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005829818,"about_ca_topic_score_gemma":0.0001650152,"domain_scores_codex":[0.9982775,0.000103024,0.0003318782,0.0003691087,0.0007071804,0.000211308],"domain_scores_gemma":[0.9976873,0.0002136588,0.0001034188,0.0002074016,0.001009411,0.0007787949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004888012,0.001489024,0.9714076,0.00003902271,0.0002840218,0.0001078423,0.02469366,0.000003724683,0.00001726282,0.000007185929,0.0007967749,0.0006650601],"study_design_scores_gemma":[0.004246525,0.001542479,0.7584596,0.0001486512,0.0002202625,0.000001136838,0.2349359,0.00004531316,0.00001817859,0.00001037143,0.0002739758,0.00009759277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966149,0.0007935087,7.036373e-7,0.0008228457,0.0002081762,0.001023244,0.0003723388,0.00002568775,0.0001386288],"genre_scores_gemma":[0.9991154,0.00005316667,0.00002820181,0.0003681771,0.00003130268,0.00006558374,0.0003103795,0.00001662501,0.00001113976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.212948,"threshold_uncertainty_score":0.5940371,"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."}}