{"id":"W2780056567","doi":"10.14740/cr605w","title":"B-Type Natriuretic Peptide: A Predictor for Mortality, Intensive Care Unit Length of Stay, and Hospital Length of Stay in Patients With Resolving Sepsis","year":2017,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Septic shock; Ejection fraction; Sepsis; Natriuretic peptide; Internal medicine; Intensive care unit; Cardiology; Heart failure; Mortality rate; Retrospective cohort study; Shock (circulatory); Renal function","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005908288,0.0001607319,0.0008459626,0.0002603667,0.0001420709,0.00001457628,0.000189349,0.0001731156,0.000008756598],"category_scores_gemma":[0.002998774,0.0001186244,0.00009980806,0.0001349143,0.0008408248,0.00007050238,0.0002358542,0.0003147315,9.633047e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108169,"about_ca_system_score_gemma":0.0002138924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003730438,"about_ca_topic_score_gemma":0.0001009721,"domain_scores_codex":[0.99823,0.0001920564,0.0003046401,0.0004085879,0.0004482087,0.0004164634],"domain_scores_gemma":[0.9947526,0.0005444419,0.0001459902,0.0007404113,0.003687369,0.0001291608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008032976,0.0001267185,0.9950337,0.0002845098,0.0008358444,0.00004966171,0.001617359,0.000003102351,0.00002630535,0.00007061204,0.0005560212,0.000592801],"study_design_scores_gemma":[0.005238879,0.00655909,0.9819006,0.0003014067,0.000229332,0.000003032794,0.004994888,0.00001578149,0.0004539628,0.00006381192,0.0001424723,0.00009671888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995898,0.001493933,0.000001898379,0.0002397395,0.0000941586,0.001595165,0.0001940741,0.000007459656,0.0004755625],"genre_scores_gemma":[0.9992183,0.0003154715,0.0001167496,0.00001853193,0.0000579454,0.000112468,0.00009514216,0.00002689395,0.00003848973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01313314,"threshold_uncertainty_score":0.4837361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781113825198143,"score_gpt":0.4401556266735502,"score_spread":0.262044244153736,"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."}}