{"id":"W4239248970","doi":"10.7748/ns.24.23.42.s48","title":"Care of older people with dementia in an acute hospital setting","year":2010,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Dementia; Acute care; Older people; Acute hospital; Medicine; Gerontology; Psychology; Health care; Disease; Political science; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008282145,0.0001438972,0.0002523127,0.0007202674,0.001843806,0.001231787,0.0005138737,0.0007763134,0.002672001],"category_scores_gemma":[0.004836965,0.0001421215,0.0001899007,0.0006809864,0.0004007144,0.0007808078,0.001590781,0.0007690287,0.000230817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631208,"about_ca_system_score_gemma":0.004060899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736801,"about_ca_topic_score_gemma":0.04653266,"domain_scores_codex":[0.9990502,0.0003611249,0.00015626,0.00003942043,0.0001518423,0.0002411952],"domain_scores_gemma":[0.9978541,0.0001672838,0.0004545087,0.00002883961,0.000368139,0.001127115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003982695,0.001887728,0.8516783,0.0005932263,0.00007279123,0.003899503,0.009051769,0.0002896647,0.0007989396,0.0009703886,0.02105156,0.1093079],"study_design_scores_gemma":[0.0001189956,0.001536294,0.9344314,0.0008450416,0.00006390323,0.002576265,0.04566124,0.0003853627,0.0001587765,0.001203244,0.01298515,0.00003433884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757934,0.003390794,0.0001788568,0.007016816,0.0004096479,0.00008692204,0.0001459991,0.00001477664,0.01296272],"genre_scores_gemma":[0.9948477,0.002138844,0.000320062,0.001251423,0.0001971234,0.00003408262,0.0001029522,0.000002362221,0.001105533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01736801,"threshold_uncertainty_score":0.03453386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007384622056256698,"score_gpt":0.3545323203818971,"score_spread":0.3471476983256405,"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."}}