{"id":"W2091068573","doi":"10.1016/j.resuscitation.2013.12.015","title":"Trajectories of the averaged abbreviated Vitalpac™ early warning score (AbEWS) and clinical course of 44,531 consecutive admissions hospitalized for acute medical illness","year":2013,"lang":"en","type":"article","venue":"Resuscitation","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; Thunder Bay Regional Health Sciences Centre","funders":"Center for Information Technology","keywords":"Medicine; Early warning score; Emergency medicine; Pediatrics","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":[0.0005622392,0.0002501419,0.0003287823,0.000553532,0.0005751419,0.0007831089,0.0004860999,0.0007190751,0.001394853],"category_scores_gemma":[0.004003135,0.0003978553,0.0005312878,0.0009839335,0.0002774177,0.0008615888,0.0008206415,0.001187368,0.0002981022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008786246,"about_ca_system_score_gemma":0.001186686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03971228,"about_ca_topic_score_gemma":0.04014864,"domain_scores_codex":[0.9994214,0.0001205052,0.00007013081,0.0001483814,0.00007898415,0.0001605837],"domain_scores_gemma":[0.9980024,0.0002992053,0.0008025343,0.0001162932,0.0002946626,0.0004848921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009797709,0.00003357838,0.9989801,0.000002558935,0.00002936007,0.00003273947,0.00008777151,0.00008835856,0.00006064438,0.00002071298,0.0001202043,0.0004459767],"study_design_scores_gemma":[0.000002617303,0.00005177961,0.9992307,0.000003119225,0.000006959523,0.00005025319,0.0002496503,0.0003073482,0.00001470145,0.00002103824,0.00005716185,0.000004619033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987212,0.0000841317,0.00006454564,0.00008325477,0.000009031881,0.00000575677,0.0008091774,0.00000356933,0.0002193017],"genre_scores_gemma":[0.9987333,0.00005750259,0.00004890851,0.00002200581,0.000005018955,0.000008018463,0.000977085,0.000001572166,0.0001465932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03971228,"threshold_uncertainty_score":0.07896227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0513622915262854,"score_gpt":0.3879210424720481,"score_spread":0.3365587509457627,"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."}}