{"id":"W2291013571","doi":"10.1016/j.resuscitation.2016.02.020","title":"Should predictive scores based on vital signs be used in the same way as those based on laboratory data? A hypothesis generating retrospective evaluation of in-hospital mortality by four different scoring systems","year":2016,"lang":"en","type":"article","venue":"Resuscitation","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Medicine; Vital signs; Retrospective cohort study; Intensive care medicine; Emergency medicine; Medical emergency; Internal medicine; Surgery","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":[0.05723394,0.00105052,0.001331773,0.002044651,0.0007211122,0.002016274,0.001623428,0.001180673,0.001015105],"category_scores_gemma":[0.1165418,0.0004494512,0.002259541,0.001474974,0.001982925,0.002341897,0.001196333,0.001227386,0.0004301961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006278764,"about_ca_system_score_gemma":0.00126468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008271257,"about_ca_topic_score_gemma":0.0005446491,"domain_scores_codex":[0.966424,0.02368316,0.002814856,0.001913686,0.004249053,0.0009152505],"domain_scores_gemma":[0.8891655,0.07003808,0.01488106,0.01168677,0.01273826,0.001490229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008307293,0.0003494677,0.9673092,0.00006935511,0.0009630111,0.00007442719,0.0003426551,0.0007809455,0.001585101,0.0005244311,0.0003639948,0.01932999],"study_design_scores_gemma":[0.001666532,0.02312239,0.93898,0.000165519,0.001977871,0.0009878713,0.001598842,0.02029838,0.006079062,0.003372027,0.001525028,0.0002263992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895356,0.0006019709,0.008228747,0.0004110264,0.000177493,0.0002127568,0.0002738599,0.00002301054,0.0005355238],"genre_scores_gemma":[0.9943131,0.0001117884,0.004686455,0.0001774464,0.0001144602,0.0001286225,0.000375234,0.00001641033,0.00007647357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05723394,"threshold_uncertainty_score":0.3026856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2071902241038231,"score_gpt":0.377818230654336,"score_spread":0.1706280065505129,"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."}}