{"id":"W3153914260","doi":"10.5935/0103-507x.20210014","title":"Delayed intensive care unit admission from the emergency department: impact on patient outcomes. A retrospective study","year":2021,"lang":"en","type":"article","venue":"Critical Care Science","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Intensive care unit; Medicine; Propensity score matching; Emergency department; Intensive care; Retrospective cohort study; Emergency medicine; Logistic regression; Risk factor; Observational study; Intensive care medicine; Internal medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.00008217277,0.0002154929,0.0003107877,0.00004982611,0.0004363635,0.00005982848,0.0001676002,0.00004345591,0.0006609093],"category_scores_gemma":[0.00446329,0.0001133544,0.0001900371,0.0006032028,0.0002439169,0.00008198984,0.0001667219,0.0002165441,0.00005297199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006508462,"about_ca_system_score_gemma":0.0004459824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003346176,"about_ca_topic_score_gemma":0.0001469545,"domain_scores_codex":[0.9976895,0.0000953153,0.0002418783,0.000653466,0.0009394874,0.0003803898],"domain_scores_gemma":[0.9954467,0.0002390139,0.00002460709,0.0006603487,0.003222497,0.0004068092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008755389,0.0006109623,0.9819954,0.000005945849,0.00006508718,0.0004885169,0.01345779,0.000002489764,0.000166905,0.0002149703,0.0004469094,0.00245746],"study_design_scores_gemma":[0.0007080667,0.002842385,0.87688,0.00006764997,0.0002256186,0.000007990106,0.1151183,0.00001057374,0.003828512,0.0001007014,0.00009632168,0.000113833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926845,0.001823445,0.000004272094,0.003047116,0.0005698372,0.0006087009,0.0001809826,0.00003276145,0.001048401],"genre_scores_gemma":[0.9975231,0.00001939688,0.00004783961,0.002217626,0.00004287835,0.00007299899,0.00005353575,0.00001286016,0.000009733957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051154,"threshold_uncertainty_score":0.7236494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0829217955130757,"score_gpt":0.4289155558461579,"score_spread":0.3459937603330822,"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."}}