{"id":"W2807347719","doi":"10.1097/shk.0000000000001192","title":"Heart Rate Variability, Clinical and Laboratory Measures to Predict Future Deterioration in Patients Presenting With Sepsis","year":2018,"lang":"en","type":"article","venue":"Shock","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Emergency department; Sepsis; Internal medicine; Receiver operating characteristic; Heart rate variability; Incidence (geometry); Population; Risk stratification; Cohort; Retrospective cohort study; Emergency medicine; Heart rate; Blood pressure","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":[0.003884794,0.0007303568,0.0007263467,0.0008768665,0.0001965639,0.0008284781,0.0003980573,0.0005197617,0.000711387],"category_scores_gemma":[0.01291358,0.0002014581,0.0004872743,0.0004275124,0.000213819,0.0005519618,0.0005949711,0.001135013,0.0003010371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000259406,"about_ca_system_score_gemma":0.0004692473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005394526,"about_ca_topic_score_gemma":0.0007810786,"domain_scores_codex":[0.9988863,0.0005460168,0.0001135147,0.0001456138,0.0002359515,0.00007258192],"domain_scores_gemma":[0.9948375,0.002862661,0.001125513,0.0002014043,0.0005130346,0.0004599484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007057191,0.0001223692,0.9859497,0.00002519611,0.0001260584,0.00003902328,0.00004098736,0.001561734,0.0001755829,0.00002828788,0.0003197588,0.0109055],"study_design_scores_gemma":[0.00009413854,0.001543144,0.9386828,0.00006680842,0.0001712842,0.000468017,0.0001302996,0.05745512,0.0004687819,0.000434023,0.0004615346,0.00002410628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955696,0.0008869915,0.002270215,0.0003022568,0.00004007951,0.00004784764,0.0002753904,0.00003265338,0.0005749405],"genre_scores_gemma":[0.9980103,0.0001726558,0.00129353,0.00005408506,0.00004673192,0.00002774018,0.0003259666,0.000003484012,0.0000655143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003884794,"threshold_uncertainty_score":0.02054501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0447264361035912,"score_gpt":0.3451970163548101,"score_spread":0.300470580251219,"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."}}