{"id":"W2906754414","doi":"10.2147/clep.s187381","title":"Inhospital death is a biased measure of fatal outcome from bloodstream infection","year":2019,"lang":"en","type":"article","venue":"Clinical Epidemiology","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Medicine; Case fatality rate; Pediatrics; Cause of death; Mortality rate; Population; Cohort study; Cohort; Emergency medicine; Internal medicine; Epidemiology; Disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009735828,0.0004292085,0.0005173373,0.001543965,0.000410513,0.0009516571,0.000556307,0.0004767214,0.0006537436],"category_scores_gemma":[0.04948669,0.000220248,0.0005258993,0.001057724,0.0007452023,0.0008534506,0.001152959,0.0006993765,0.0002226996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006466672,"about_ca_system_score_gemma":0.0005154771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878027,"about_ca_topic_score_gemma":0.002717878,"domain_scores_codex":[0.9873712,0.007361567,0.001801267,0.0008209645,0.002349708,0.0002953435],"domain_scores_gemma":[0.9405752,0.01440953,0.03616434,0.003034258,0.004791417,0.001025197],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006033866,0.00001212658,0.9962682,0.00003204174,0.0001077094,0.00002505113,0.0000688513,0.00009662959,0.00006118111,0.0000613085,0.0001603718,0.003046251],"study_design_scores_gemma":[0.000007030535,0.0001541761,0.9968008,0.0001021369,0.00007125919,0.000570941,0.0001585829,0.001051796,0.0003097549,0.000319272,0.0004382051,0.00001596477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898651,0.00258579,0.003449452,0.0005891012,0.00008095192,0.00005885234,0.001523181,0.00002744279,0.001820063],"genre_scores_gemma":[0.9979925,0.0003189892,0.0006981885,0.0001687471,0.00006838056,0.00004617406,0.0006034469,0.000005363059,0.00009816384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9902642,"threshold_uncertainty_score":0.05148858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4635222167804354,"score_gpt":0.5178501181490499,"score_spread":0.05432790136861454,"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."}}