{"id":"W1714890117","doi":"10.1002/gps.4344","title":"Predicting outcome in older hospital patients with delirium: a systematic literature review","year":2015,"lang":"en","type":"review","venue":"International Journal of Geriatric Psychiatry","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Age UK; Versus Arthritis; Arthritis Research UK; Medical Research Council; National Institute for Health and Care Research","keywords":"Delirium; PsycINFO; Medicine; Dementia; MEDLINE; Psychiatry; Systematic review; Depression (economics); Intensive care medicine; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009947232,0.001547099,0.007856086,0.01322006,0.00066563,0.002478492,0.001955371,0.001800793,0.003147245],"category_scores_gemma":[0.04918943,0.0009890203,0.007210819,0.01260362,0.0008962051,0.002511571,0.001691674,0.001074052,0.000293965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003696216,"about_ca_system_score_gemma":0.01317041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006983459,"about_ca_topic_score_gemma":0.02342923,"domain_scores_codex":[0.9915031,0.002664357,0.003723757,0.000585126,0.001295569,0.0002281343],"domain_scores_gemma":[0.954129,0.02943008,0.01135561,0.0004148683,0.00418772,0.0004827432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001480207,0.00001725628,0.002298985,0.9725865,0.007205504,0.000152176,0.000245675,0.00007828973,0.00007302419,0.00008753147,0.0006960684,0.01641104],"study_design_scores_gemma":[0.0001955557,0.0002540562,0.008761828,0.9242438,0.05932143,0.0005131573,0.0004015652,0.0001024309,0.00009833907,0.0001436644,0.005924907,0.00003917724],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003563249,0.9944656,0.0001551337,0.0003191991,0.0001017831,0.000573678,0.0005570596,0.00001022226,0.0002540261],"genre_scores_gemma":[0.04015363,0.956277,0.001009667,0.0005230166,0.0001218767,0.001288225,0.0004781167,0.000005662843,0.0001427609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01322006,"threshold_uncertainty_score":0.05260658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222484606942641,"score_gpt":0.32216663330749,"score_spread":0.3099417872380635,"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."}}