{"id":"W3183801607","doi":"10.1007/s40520-021-01908-w","title":"Frailty predicts failure to discharge patients home from a subacute-care unit: a 3-year Italian experience","year":2021,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Università degli Studi di Milano-Bicocca; Università degli Studi di Milano","keywords":"Medicine; Delirium; Comorbidity; Logistic regression; Dementia; Cohort; Observational study; Emergency medicine; Retrospective cohort study; Pediatrics; Physical therapy; Internal medicine; Intensive care medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008735137,0.0004254013,0.0003804058,0.0007187829,0.0007863981,0.0009382407,0.0004293665,0.0004797961,0.00152026],"category_scores_gemma":[0.002548848,0.0002672781,0.000679758,0.0007755643,0.0005103535,0.0006236298,0.000988587,0.0007946637,0.0003432519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008256012,"about_ca_system_score_gemma":0.0008602193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386623,"about_ca_topic_score_gemma":0.018163,"domain_scores_codex":[0.999703,0.00007094074,0.00002256412,0.00005051099,0.00004289224,0.0001101583],"domain_scores_gemma":[0.9985017,0.0001081974,0.0007102811,0.00008175532,0.0001088109,0.0004894114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005910123,0.00004099046,0.9987626,0.000003478295,0.00001264754,0.0001233446,0.0002229205,0.0000177133,0.0000355212,0.00000685733,0.0001698289,0.0005450591],"study_design_scores_gemma":[0.00000491734,0.0001034714,0.9990423,0.00000910602,0.00001001818,0.0002114466,0.0003405595,0.0001101812,0.000008117249,0.00001304432,0.0001426758,0.000003998139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994439,0.00007188049,0.00001689272,0.00007900176,0.000005437466,0.000006817314,0.0001060541,0.000001475346,0.0002684517],"genre_scores_gemma":[0.9994618,0.00009360107,0.00002835169,0.00004152029,0.00001626181,0.000007013548,0.0002512004,0.000001551705,0.00009882735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386623,"threshold_uncertainty_score":0.02757108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414250483881191,"score_gpt":0.4696342056969752,"score_spread":0.3282091573088561,"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."}}