{"id":"W4288042350","doi":"10.1371/journal.pone.0270889","title":"Delirium and its association with short-term outcomes in younger and older patients with acute heart failure","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences; NIH Clinical Center; National Institutes of Health; Vanderbilt University; AstraZeneca; Vanderbilt University Medical Center; Amgen; Pfizer; Bristol-Myers Squibb; Geriatric Research Education and Clinical Center; Blue Cross Blue Shield of Michigan Foundation","keywords":"Delirium; Medicine; Heart failure; Odds ratio; Prospective cohort study; Cohort study; Cohort; Internal medicine; Confidence interval; Logistic regression; Pediatrics; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006712574,0.0001259184,0.0002872649,0.0001252315,0.00006956643,0.00001288551,0.00002319887,0.00004006387,0.00005847045],"category_scores_gemma":[0.0004395297,0.0001000478,0.00001457443,0.000135428,0.00002345639,0.0001090576,0.00004939067,0.0002605866,0.000002244224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242673,"about_ca_system_score_gemma":0.00003383388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001143482,"about_ca_topic_score_gemma":0.00004689403,"domain_scores_codex":[0.998972,0.00004320855,0.0001125454,0.0002185927,0.0004658049,0.000187842],"domain_scores_gemma":[0.9974941,0.00006985896,0.00004367057,0.00007954113,0.002253978,0.00005886929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002849713,0.0005864053,0.9957797,0.00003878285,0.0005147473,0.00002634781,0.0004726775,1.733064e-7,0.001869558,0.000004407836,0.0004015804,0.00002064999],"study_design_scores_gemma":[0.003072234,0.0008305144,0.9929572,0.0001332876,0.0004628083,0.00000655888,0.0012625,0.00001671398,0.001085318,0.000002452716,0.0000273236,0.0001431057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931025,0.00005419931,0.000002295039,0.005934331,0.00001622086,0.0006913851,0.00006053344,0.0000215569,0.0001169774],"genre_scores_gemma":[0.9905682,0.000007609643,0.0001871152,0.008641691,0.000009940878,0.0000864008,0.0001346736,0.00002622953,0.0003381101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002822515,"threshold_uncertainty_score":0.4079832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499826314867729,"score_gpt":0.2309490319881754,"score_spread":0.2159507688394981,"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."}}