{"id":"W4385406446","doi":"10.1002/alz.13419","title":"Advancing specificity in delirium: The delirium subtyping initiative","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Hotchkiss Brain Institute; Alberta Health Services","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Queen's University Belfast; Medical Research Council; National Institute for Health and Care Research; Queen's University; Wellcome Trust","keywords":"Delirium; Subtyping; Operationalization; Medicine; Psychology; Intensive care medicine; Clinical psychology; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.09488137,0.001096639,0.002162617,0.008471719,0.002057322,0.003685403,0.003314517,0.001413765,0.0007768636],"category_scores_gemma":[0.1032866,0.0005356728,0.002842653,0.004038425,0.001941336,0.004088724,0.01276827,0.006744836,0.0004187358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005501316,"about_ca_system_score_gemma":0.02296485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01823613,"about_ca_topic_score_gemma":0.03220819,"domain_scores_codex":[0.9650679,0.01356527,0.008704873,0.002003115,0.008866281,0.001792596],"domain_scores_gemma":[0.8808878,0.02924257,0.01754428,0.005358803,0.05055533,0.01641136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005239502,0.0004939634,0.3390039,0.002780219,0.000884945,0.0001085667,0.002897036,0.001287931,0.0007555229,0.006018016,0.1690495,0.4761964],"study_design_scores_gemma":[0.0004818575,0.001378692,0.8320431,0.009332118,0.001157401,0.0005426098,0.004408149,0.004880334,0.001327547,0.02423183,0.1197852,0.0004311223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2309849,0.08089288,0.07393689,0.5079955,0.01237367,0.0112778,0.01854469,0.002564783,0.06142879],"genre_scores_gemma":[0.5427217,0.02822512,0.3184991,0.0577784,0.004616364,0.01369515,0.03103343,0.000438243,0.002992535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09488137,"threshold_uncertainty_score":0.5017866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996182782087287,"score_gpt":0.3030313634361064,"score_spread":0.2630695356152335,"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."}}