{"id":"W2998862423","doi":"10.1097/ccm.0000000000004211","title":"Demographic Shifts, Case Mix, Activity, and Outcome for Elderly Patients Admitted to Adult General ICUs in England, Wales, and Northern Ireland","year":2020,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Case mix index; Audit; Population; Intensive care; Northern ireland; Emergency medicine; Cohort; Pediatrics; Young adult; Demography; Gerontology; Intensive care medicine; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001651255,0.0002526069,0.0003826928,0.00192996,0.0003335541,0.0008767901,0.0005545074,0.0003863655,0.001145086],"category_scores_gemma":[0.005698854,0.0003865891,0.0005809546,0.001944897,0.0004819517,0.001083204,0.001490541,0.0005553577,0.0003046627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002280944,"about_ca_system_score_gemma":0.001470571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03486424,"about_ca_topic_score_gemma":0.04892154,"domain_scores_codex":[0.9978173,0.0004653467,0.0005249403,0.0003849741,0.0003153883,0.0004920898],"domain_scores_gemma":[0.9943715,0.0003923872,0.003594728,0.0002069736,0.0006871311,0.0007473149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006100373,0.00001167821,0.998383,0.00002022979,0.00002448302,0.00006999671,0.0001771877,0.00002866893,0.00004224815,0.00001208585,0.0002890562,0.0008802778],"study_design_scores_gemma":[0.000003135722,0.00003922456,0.9990244,0.00002015175,0.000006404192,0.0001303193,0.0005056576,0.00006232951,0.00001653662,0.000007270561,0.0001813876,0.000003153717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975216,0.0003570223,0.00004990578,0.0001439871,0.00001229192,0.00003088674,0.001306875,0.000004486255,0.0005728734],"genre_scores_gemma":[0.9984084,0.0001924886,0.00006896289,0.00008454911,0.00001621998,0.00004391373,0.00102187,0.000002142395,0.0001614622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03486424,"threshold_uncertainty_score":0.06932265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05565560165353783,"score_gpt":0.3459472461238434,"score_spread":0.2902916444703055,"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."}}