{"id":"W2334940684","doi":"10.5770/cgj.19.195","title":"Characteristics of Older Adults Admitted to Hospital versus Those Discharged Home, in Emergency Department Patients Referred to Internal Medicine","year":2015,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Greenfield Research (Canada); Nova Scotia Health Authority; Capital District Health Authority","funders":"Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Emergency department; Medical record; Delirium; Emergency medicine; Activities of daily living; Geriatrics; Medical emergency; Physical therapy; Intensive care medicine; Internal medicine; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005544525,0.0002524309,0.0004637055,0.001286794,0.000671568,0.0007991029,0.0003148853,0.0006199736,0.001619562],"category_scores_gemma":[0.004883454,0.0002254634,0.0004557284,0.001525413,0.0004152196,0.0006379493,0.0005121615,0.0005590024,0.0001701624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398668,"about_ca_system_score_gemma":0.001094497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03788194,"about_ca_topic_score_gemma":0.04950799,"domain_scores_codex":[0.9994493,0.00006543305,0.0001069052,0.00009837608,0.0001377255,0.0001422895],"domain_scores_gemma":[0.9973534,0.0003422274,0.001058756,0.00004618636,0.0003166047,0.0008827532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006874,0.00003697563,0.9989071,0.000009722908,0.00001714017,0.0001246422,0.0001746653,0.00002051136,0.000058885,0.000007409393,0.0001050687,0.000437241],"study_design_scores_gemma":[0.000009135224,0.0001516966,0.998777,0.000009277215,0.000008471299,0.0002180298,0.000690184,0.0000528706,0.00001275434,0.000007178324,0.00005990486,0.000003527929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993193,0.0001146251,0.0000091607,0.00004104429,0.00000412937,0.00001319284,0.0002769495,0.000001232923,0.0002202453],"genre_scores_gemma":[0.9993861,0.00006850747,0.0000180006,0.00005027016,0.000007586272,0.00001209795,0.0003941325,6.955286e-7,0.00006271299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03788194,"threshold_uncertainty_score":0.07532287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051301225405302,"score_gpt":0.2789231171225462,"score_spread":0.2584101048684932,"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."}}