{"id":"W2765335394","doi":"10.1101/207621","title":"Delirium, frailty and mortality: interactions in a prospective study of hospitalized older people","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; Wellcome Trust","keywords":"Delirium; Medicine; Proportional hazards model; Prospective cohort study; Cohort study; Cohort; Mortality rate; National Death Index; Demography; Older people; Adverse effect; Internal medicine; Gerontology; Emergency medicine; Confidence interval; Psychiatry; Hazard ratio","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":[0.002288173,0.0005299814,0.000837637,0.001043979,0.0008824024,0.001155142,0.0005779036,0.0007380184,0.001067789],"category_scores_gemma":[0.004314088,0.0005230936,0.00123191,0.001692627,0.0004349198,0.0007320797,0.001314465,0.001308202,0.0001810984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121698,"about_ca_system_score_gemma":0.0007099434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113875,"about_ca_topic_score_gemma":0.01323522,"domain_scores_codex":[0.9981421,0.0009118697,0.000167772,0.0003195931,0.0002442696,0.0002144049],"domain_scores_gemma":[0.9966763,0.0008009598,0.001009068,0.0003657401,0.0002590478,0.0008889371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645925,0.00004487122,0.9990983,0.000009204522,0.0001453378,0.00004992221,0.00007330409,0.00002471946,0.00005803672,0.000008586319,0.00003334021,0.0002897754],"study_design_scores_gemma":[0.000009471761,0.0001312631,0.9993138,0.000007224506,0.00006054979,0.00009056633,0.0001422641,0.0001568281,0.00001449834,0.00002611969,0.00004290746,0.000004620255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988771,0.0005218338,0.00008553108,0.00006374378,0.00001159878,0.000008318851,0.0003154073,0.000003025419,0.0001135008],"genre_scores_gemma":[0.9994318,0.0001350858,0.00008172213,0.0000303911,0.00001413028,0.00001202588,0.0002349288,0.000001482685,0.00005833721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113875,"threshold_uncertainty_score":0.02214789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457172645717921,"score_gpt":0.3001239015621169,"score_spread":0.2755521751049377,"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."}}