{"id":"W2920176042","doi":"10.1186/s13054-019-2355-3","title":"Prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) among hospitalized patients assessed by a rapid response team","year":2019,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Ottawa Hospital; Impact; McMaster University; University of Ottawa","funders":"","keywords":"Early warning score; Medicine; Rapid response team; Emergency medicine; Warning system; Medical emergency","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003993192,0.0002440917,0.0004393467,0.00006912264,0.0002176385,0.00009746343,0.0001754778,0.0001343499,0.00008396299],"category_scores_gemma":[0.009204168,0.0001373243,0.000202181,0.0002203043,0.0004819474,0.000186558,0.0001093371,0.0003473747,0.00001509758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354,"about_ca_system_score_gemma":0.0001575709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053138,"about_ca_topic_score_gemma":0.000003041563,"domain_scores_codex":[0.9976237,0.0004072279,0.0003890897,0.0004045624,0.0008449248,0.0003304488],"domain_scores_gemma":[0.9952314,0.003377399,0.0001349878,0.0003235164,0.0007805331,0.0001521541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009345345,0.000277679,0.9930395,0.0001717719,0.00007982079,0.000005166255,0.003821386,0.000001547235,0.0002455733,0.000246934,0.0004796651,0.0006964409],"study_design_scores_gemma":[0.006201596,0.0009941857,0.9894797,0.00087232,0.0002943778,0.000003722693,0.0008091352,0.00009109009,0.0007816388,0.00008600423,0.000234998,0.0001512403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951952,0.00118255,0.00000470348,0.001143375,0.0001853933,0.001610543,0.00006435727,0.00003724556,0.0005766689],"genre_scores_gemma":[0.9989872,0.00002351177,0.00005709716,0.0005120907,0.00005228559,0.000199219,0.00005978268,0.00003691499,0.00007192261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008804848,"threshold_uncertainty_score":0.9991418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03448874279748357,"score_gpt":0.3207647493967923,"score_spread":0.2862760065993087,"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."}}