{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002151028,0.0001616425,0.0008749166,0.0003015572,0.0002728895,0.00002281866,0.00004595319,0.00008990667,0.00003589437],"category_scores_gemma":[0.0006120746,0.0001558306,0.001232852,0.0005886232,0.0001052912,0.0001003317,0.00008035087,0.0001748317,8.208341e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808189,"about_ca_system_score_gemma":0.0001052655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008277351,"about_ca_topic_score_gemma":0.00001347524,"domain_scores_codex":[0.9972273,0.0003942375,0.0005408606,0.0003504136,0.001321776,0.0001654695],"domain_scores_gemma":[0.9987145,0.0004073418,0.0002231622,0.0003026046,0.0002350215,0.0001173768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003922281,0.00004739803,0.9734884,0.0001431092,0.01159955,0.000001959501,0.001090069,0.01184746,0.0001178262,0.0002605684,0.00008256579,0.001281876],"study_design_scores_gemma":[0.001099945,0.00001909862,0.9921988,0.00001417526,0.002477412,6.537117e-7,0.0006863712,0.0004015085,0.00001057369,0.0002768967,0.002654522,0.0001600528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995055,0.002157835,0.0004641446,0.0003456166,0.0008097359,0.0004462466,0.0004065083,0.00004411579,0.0002707524],"genre_scores_gemma":[0.9985517,0.0001419025,0.00007355423,0.00008955529,0.0001674549,0.00004175515,0.0009076566,0.00001361051,0.00001282739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01871039,"threshold_uncertainty_score":0.6354588,"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."}}