{"id":"W3014057247","doi":"10.1097/cce.0000000000000102","title":"Timing of Onset, Burden, and Postdischarge Mortality of Persistent Critical Illness in Scotland, 2005–2014: A Retrospective, Population-Based, Observational Study","year":2020,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; Intensive Care Society; U.S. Department of Veterans Affairs","keywords":"Medicine; Retrospective cohort study; Critical illness; Comorbidity; Observational study; Population; Severity of illness; Demographics; Emergency medicine; Cohort study; Intensive care; Intensive care unit; Cohort; Pediatrics; Intensive care medicine; Demography; Internal medicine; Critically ill","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":[0.0001107123,0.00013369,0.000393711,0.00008798874,0.00009219386,0.00001712995,0.00004447448,0.00005931077,0.0001440244],"category_scores_gemma":[0.001904803,0.000123886,0.0001332329,0.0001966459,0.0001328745,0.0001408483,0.00003091064,0.0001273504,0.000006505219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042028,"about_ca_system_score_gemma":0.0001277319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004674339,"about_ca_topic_score_gemma":0.0002619892,"domain_scores_codex":[0.9985824,0.00008945455,0.0004555047,0.0003130091,0.0003923208,0.0001673527],"domain_scores_gemma":[0.9986417,0.000444388,0.0000383741,0.0001849156,0.0004989855,0.0001916274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000698462,0.0007867267,0.991349,0.0002608635,0.00005385082,0.00002335119,0.002738259,0.000102848,0.000076943,0.00438673,0.0001103813,0.00004120753],"study_design_scores_gemma":[0.001261293,0.0008390453,0.9796933,0.0001345508,0.0003974687,0.000002218453,0.0147912,0.002347542,0.0002044164,0.0002022159,0.000007943906,0.0001188214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982581,0.0005490504,0.0001665016,0.01571975,0.00005839565,0.0005475502,0.000264485,0.00001803527,0.00009518288],"genre_scores_gemma":[0.9986398,0.000008145288,0.0005755435,0.0002794961,0.00007727981,0.0001281257,0.0002763947,0.00001368023,0.000001578912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605871,"threshold_uncertainty_score":0.5051926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3002868364321739,"score_gpt":0.428571345675317,"score_spread":0.1282845092431431,"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."}}