{"id":"W4391224802","doi":"10.1093/ageing/afad246.124","title":"1901 Determinants of hospital readmissions in older people with dementia: A scoping review","year":2024,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Gerontology; Older people; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001406363,0.0003023559,0.002036463,0.0001701976,0.0002376482,0.00001718732,0.0001299553,0.0002828555,0.0001219881],"category_scores_gemma":[0.0003429019,0.0001856641,0.0001244923,0.0004940669,0.00001958241,0.0002182828,0.0001709887,0.0009875824,0.00004163454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004147265,"about_ca_system_score_gemma":0.0009990721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092235,"about_ca_topic_score_gemma":0.004139246,"domain_scores_codex":[0.9965069,0.001084491,0.001368711,0.0004226837,0.0001912499,0.0004259295],"domain_scores_gemma":[0.9978352,0.0008173728,0.0008320028,0.0003124998,0.00005080411,0.0001521853],"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":[6.935809e-7,0.00001287514,0.0002140228,0.6006206,0.00003541594,0.001744865,0.0008969491,1.990334e-9,1.549731e-8,0.00001303373,0.0002896752,0.3961718],"study_design_scores_gemma":[0.0000700648,0.00004872512,0.0002969546,0.6674019,0.0005467243,0.00001042441,0.0001625288,3.453868e-7,6.607498e-9,0.000002903726,0.3313179,0.0001415237],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002044722,0.9940803,0.000003339914,0.0002088048,0.0003983435,0.003448741,0.00001749317,0.00002636802,0.001612138],"genre_scores_gemma":[0.0005620875,0.9981154,0.00009205782,0.0001414508,0.0001609723,0.0004900834,0.00001823525,0.00005196788,0.0003677694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3960303,"threshold_uncertainty_score":0.7571163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170400621963079,"score_gpt":0.5056653116313771,"score_spread":0.3886252494350692,"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."}}