{"id":"W2626432801","doi":"10.1093/cid/cix548","title":"Infectious Diseases Team for the Early Management of Severe Sepsis and Septic Shock in the Emergency Department","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Interquartile range; Emergency department; Septic shock; Sepsis; Hazard ratio; Internal medicine; Confidence interval; Prospective cohort study; Urinary system; Emergency medicine","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":[0.001469329,0.0002481196,0.0002888311,0.0002585925,0.0004049128,0.0004857083,0.0003928413,0.0002650488,0.003039687],"category_scores_gemma":[0.003992608,0.00009508857,0.0002769631,0.0002671296,0.0002073787,0.0002970069,0.0008855758,0.0009010547,0.0003758433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998661,"about_ca_system_score_gemma":0.001895598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008485411,"about_ca_topic_score_gemma":0.001498051,"domain_scores_codex":[0.9991198,0.0004168308,0.00007324327,0.0000742283,0.0001756232,0.0001402164],"domain_scores_gemma":[0.9952838,0.000565587,0.001830607,0.0001295448,0.0004565316,0.001733953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001209175,0.001873729,0.9195338,0.0006764711,0.000137552,0.000417208,0.0002632891,0.0001852276,0.001023182,0.0002104837,0.006457861,0.068012],"study_design_scores_gemma":[0.0001748545,0.001637643,0.994343,0.0002388772,0.00004928841,0.000642858,0.0003723992,0.000303818,0.0001657803,0.0001145994,0.001949871,0.000006842343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878696,0.004163171,0.0007106625,0.002843085,0.0003551525,0.0003173657,0.0004269356,0.00001987014,0.003294184],"genre_scores_gemma":[0.9942669,0.002169301,0.0014349,0.0005793732,0.0003283007,0.0002129,0.0004506691,0.000003409248,0.0005542296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003039687,"threshold_uncertainty_score":0.01016879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08125492430665639,"score_gpt":0.4129486029749919,"score_spread":0.3316936786683355,"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."}}