{"id":"W4280639928","doi":"10.1161/circoutcomes.15.suppl_1.229","title":"Abstract 229: Burden And Predictors Of Sepsis-associated Cardiac Arrest: A National Inpatient Sample Analysis, 2018","year":2022,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Medicine; Sepsis; Confounding; Internal medicine; Multivariate analysis; Demography","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":[0.0006735759,0.0003114663,0.0003712345,0.001096681,0.0004454502,0.0005397363,0.0005924521,0.0002668681,0.002630816],"category_scores_gemma":[0.002093225,0.0003312117,0.0005920646,0.001887392,0.0002129361,0.0006133459,0.001143932,0.0006507151,0.000504216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007808961,"about_ca_system_score_gemma":0.0007527206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02420772,"about_ca_topic_score_gemma":0.02602112,"domain_scores_codex":[0.9992477,0.0001526521,0.000156189,0.0001397372,0.000178067,0.0001257178],"domain_scores_gemma":[0.9984568,0.0001208303,0.0007714592,0.0001214661,0.0002751049,0.0002544057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005267061,0.00002242591,0.9984924,0.00001428535,0.00004793469,0.00002182954,0.00003195569,0.00003045973,0.00004613647,0.00001243722,0.0007827944,0.0004447348],"study_design_scores_gemma":[0.000005648868,0.00001703054,0.999338,0.000008310094,0.0000171163,0.0000606635,0.000158146,0.0001631417,0.00001844704,0.00000891577,0.0002026427,0.000001824391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985293,0.000209809,0.00009797064,0.0001576659,0.00001509549,0.00002992584,0.01362913,0.00001035306,0.0005570176],"genre_scores_gemma":[0.9847834,0.0001751771,0.0001477747,0.00005990548,0.00002584101,0.00005308,0.01444005,0.00000699622,0.0003079369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02420772,"threshold_uncertainty_score":0.04813361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251313667686182,"score_gpt":0.3033976440527727,"score_spread":0.2708845073759109,"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."}}