{"id":"W2735062861","doi":"10.1093/ageing/afx110.36","title":"36COGNITIVE IMPAIRMENT AND OUTCOMES IN OLDER UNSELECTED ACUTE SURGICAL ADMISSIONS: A MULTICENTRE STUDY","year":2017,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognitive impairment; Pediatrics; Emergency medicine; Intensive care medicine; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001770606,0.0006274612,0.0007726188,0.001470117,0.0008180938,0.001312971,0.0007183271,0.001045193,0.001190945],"category_scores_gemma":[0.004935247,0.0006378617,0.001244754,0.002390133,0.0004616855,0.001165004,0.001271851,0.0009133152,0.000365719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007672865,"about_ca_system_score_gemma":0.0007706214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009822628,"about_ca_topic_score_gemma":0.0136196,"domain_scores_codex":[0.9981558,0.0006777742,0.0002718915,0.0003279137,0.0003038284,0.0002628401],"domain_scores_gemma":[0.9967616,0.0003773011,0.001485198,0.000294451,0.0002911807,0.0007902026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002593567,0.000156176,0.9986449,0.00002024745,0.0001087267,0.0000949278,0.0001764166,0.00002193451,0.00007376948,0.000008017217,0.00007149718,0.0003639074],"study_design_scores_gemma":[0.00002986663,0.0002983305,0.999245,0.000007293872,0.00002794316,0.0001001268,0.0001452329,0.00007256008,0.000008608309,0.000007714716,0.00005180139,0.00000546977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993407,0.0001242701,0.00003024715,0.00002755579,0.000004936949,0.00003735933,0.0002876447,0.000001411008,0.0001459386],"genre_scores_gemma":[0.9992858,0.00008808056,0.00005611581,0.00006588065,0.00002068802,0.00004089963,0.0003832328,0.000001384686,0.00005805913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009822628,"threshold_uncertainty_score":0.01953095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744084182349164,"score_gpt":0.3261321832494932,"score_spread":0.3086913414260015,"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."}}