{"id":"W2761160485","doi":"10.14740/jocmr3083w","title":"Predicting Mortality of Patients With Sepsis: A Comparison of APACHE II and APACHE III Scoring Systems","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; APACHE II; Receiver operating characteristic; Intensive care unit; Confidence interval; Sepsis; Internal medicine; Area under the curve","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007197173,0.0007019186,0.0006537548,0.002648022,0.0002216101,0.001055452,0.0004641424,0.0004231183,0.0005227943],"category_scores_gemma":[0.0178346,0.0001606178,0.0007230524,0.001276022,0.0002863789,0.001071822,0.0006991386,0.0005638379,0.0001867861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003917887,"about_ca_system_score_gemma":0.0004731288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005350189,"about_ca_topic_score_gemma":0.000656564,"domain_scores_codex":[0.9968696,0.001657746,0.0003749041,0.0002659257,0.0006881889,0.0001436074],"domain_scores_gemma":[0.9912077,0.004803002,0.001948928,0.0002203673,0.001206633,0.0006133018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001121304,0.00006708244,0.9817545,0.00006349602,0.0003266011,0.00004420331,0.00008452764,0.0004896004,0.0001820475,0.0000587589,0.0003881192,0.01541985],"study_design_scores_gemma":[0.0001696768,0.002013482,0.9831162,0.0001734609,0.0003796034,0.0004615083,0.0004478676,0.01175815,0.0003295164,0.0003660199,0.0007535602,0.00003098183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938378,0.003419019,0.001385186,0.000196456,0.00006724603,0.00004466796,0.0002245163,0.0000223003,0.0008027488],"genre_scores_gemma":[0.9977965,0.0006408588,0.0009700917,0.00003673048,0.00006174572,0.00003035857,0.0004062401,0.00000670873,0.00005080019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007197173,"threshold_uncertainty_score":0.03806275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6143182848740881,"score_gpt":0.6147812471163961,"score_spread":0.0004629622423080182,"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."}}