{"id":"W2810123833","doi":"10.1177/0840470418773108","title":"Delivering improved patient and system outcomes for hospitalized older adults through an Acute Care for Elders Strategy","year":2018,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Southlake Regional Health Center; University of Toronto; University Health Network","funders":"","keywords":"Acute care; Medicine; Older people; Acute hospital; Intervention (counseling); Continuum of care; Emergency medicine; Health care; Gerontology; Medical emergency; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01022546,0.0004925578,0.0003398859,0.001303112,0.001242819,0.002526476,0.001302169,0.0007983647,0.001626897],"category_scores_gemma":[0.01665713,0.0001492686,0.0008205637,0.001374875,0.0008212869,0.001212578,0.003299613,0.001114472,0.0001587604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01164138,"about_ca_system_score_gemma":0.07231388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1508674,"about_ca_topic_score_gemma":0.3366812,"domain_scores_codex":[0.9940085,0.003323133,0.0004060368,0.0002155443,0.001318849,0.000727811],"domain_scores_gemma":[0.9934767,0.00175942,0.0009843346,0.000279248,0.001241737,0.002258573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006892185,0.01601692,0.1576645,0.002295985,0.0007368035,0.0002998792,0.006143125,0.008167728,0.001139004,0.02006351,0.02827791,0.7585053],"study_design_scores_gemma":[0.007334718,0.02705725,0.7415133,0.01160772,0.003158068,0.0004342855,0.02607781,0.04347771,0.005873924,0.02686055,0.1062874,0.0003172214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8156898,0.006741092,0.01322781,0.1109831,0.0005399836,0.004973564,0.001120717,0.0003157302,0.04640819],"genre_scores_gemma":[0.9604586,0.004349214,0.02553526,0.006159403,0.0001994343,0.001275418,0.0003719001,0.00001507428,0.001635656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1508674,"threshold_uncertainty_score":0.2999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222756758881374,"score_gpt":0.36671133028015,"score_spread":0.3444356543920126,"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."}}