{"id":"W2008099397","doi":"10.1002/rnj.94","title":"Impact of Voluntary Accreditation on Short-Stay Rehabilitative Measures in U.S. Nursing Homes","year":2013,"lang":"en","type":"article","venue":"Rehabilitation Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Centers for Disease Control and Prevention; Agency for Healthcare Research and Quality; RTI International","keywords":"Accreditation; Medicine; Certification; Nursing; Rehabilitation; Health care; Delirium; Commission; MEDLINE; Quality assurance; Physical therapy; Medical education; Intensive care medicine; Business","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":[0.01496581,0.0001805194,0.0002738264,0.001079377,0.0009631196,0.001211419,0.0008838911,0.0005863293,0.001670031],"category_scores_gemma":[0.07429139,0.0002207787,0.000412732,0.00101636,0.001794658,0.0007531447,0.00238832,0.00084308,0.0001099674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094792,"about_ca_system_score_gemma":0.006349825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0361016,"about_ca_topic_score_gemma":0.05304697,"domain_scores_codex":[0.9838653,0.007227704,0.001230896,0.0007635946,0.005162012,0.001750509],"domain_scores_gemma":[0.8985555,0.02595872,0.04077578,0.004689286,0.02145985,0.008560774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001273026,0.0002618041,0.9877167,0.00002865835,0.00003276125,0.0000335976,0.0004844755,0.0001004034,0.0001051362,0.0001249315,0.0005465136,0.01043761],"study_design_scores_gemma":[0.000003683652,0.0001260227,0.9990101,0.00001915618,0.000003498168,0.00001982798,0.0005012035,0.0001156485,0.00004749994,0.00001807336,0.0001323226,0.000002889719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985372,0.0001570422,0.0001455736,0.0004278512,0.00002913656,0.0000203317,0.00006276457,0.000007442307,0.0006126539],"genre_scores_gemma":[0.9996469,0.00002823998,0.00006401327,0.00007023895,0.000009172674,0.00001227096,0.00007656031,0.000001774193,0.00009084994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0361016,"threshold_uncertainty_score":0.0791477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918654720226514,"score_gpt":0.4313535167418601,"score_spread":0.402166969539595,"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."}}