{"id":"W2113482772","doi":"","title":"High rates of hospital admission among older residents in assisted living facilities: opportunities for intervention and impact on acute care.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Calgary; Institute for Clinical Evaluative Sciences; Women's College Hospital; Alberta Health Services; University of Waterloo; Saskatchewan Health Quality Council; Canadian Institute for Health Information; University of Alberta","funders":"","keywords":"Medicine; Confidence interval; Emergency medicine; Hospital admission; Incidence (geometry); Acute care; Long-term care; Epidemiology; Health care; Cumulative incidence; Family medicine; Nursing; Cohort; Internal medicine","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":[0.0007575055,0.0002173126,0.0001831831,0.0007461171,0.0009100534,0.0008422651,0.0009182452,0.0005013697,0.001338336],"category_scores_gemma":[0.003657547,0.0001568253,0.0002804154,0.0009520148,0.0007236135,0.0004492365,0.00100811,0.0006204652,0.00008984479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00435119,"about_ca_system_score_gemma":0.005816848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4513361,"about_ca_topic_score_gemma":0.6432509,"domain_scores_codex":[0.999081,0.0002035778,0.00003794709,0.00006858656,0.000254473,0.000354261],"domain_scores_gemma":[0.9975985,0.0003088884,0.001039249,0.00005794556,0.0003408392,0.0006546082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003735915,0.00006822251,0.987119,0.00004185488,0.00002398028,0.0000831767,0.0003108654,0.00005511114,0.0001071517,0.0000526393,0.0005859581,0.0115146],"study_design_scores_gemma":[0.000001954409,0.00002407179,0.9988556,0.00002712814,0.000007096606,0.00005675149,0.0007329828,0.00009351824,0.00001615828,0.00003198546,0.0001492819,0.000003365381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957289,0.001482055,0.0001643231,0.001185639,0.00001722243,0.00002680435,0.0002312641,0.00001991672,0.001143777],"genre_scores_gemma":[0.9991358,0.0003790107,0.0001464874,0.00008362289,0.00001148225,0.000006457191,0.0001402989,0.000001040955,0.00009584743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4513361,"threshold_uncertainty_score":0.897418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05641443085229746,"score_gpt":0.3591608894258935,"score_spread":0.302746458573596,"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."}}