{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001077078,0.0003032744,0.0005953627,0.0009262848,0.0003116173,0.00001906382,0.0001660543,0.0002789416,0.0003306794],"category_scores_gemma":[0.001988875,0.0002727092,0.0002930581,0.0009872214,0.0003763137,0.0006217634,0.0000123827,0.000562753,0.00009075056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002483137,"about_ca_system_score_gemma":0.0004257341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131146,"about_ca_topic_score_gemma":0.00004941413,"domain_scores_codex":[0.995818,0.001316361,0.001143661,0.0005103772,0.0005693891,0.0006422553],"domain_scores_gemma":[0.993533,0.004714573,0.0003149834,0.0004639887,0.0008137202,0.0001598037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007371099,0.001252378,0.3984303,0.0002841799,0.00005157643,8.840415e-7,0.2228847,0.0008335847,0.006488719,0.001243392,0.02419997,0.3435932],"study_design_scores_gemma":[0.0007945363,0.001700848,0.9150835,0.003095973,0.0000303844,7.094218e-7,0.06058051,0.0003463756,0.00006698268,0.01803408,0.0000282687,0.0002377968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889892,0.0003145697,0.0004124746,0.002364117,0.001071209,0.001976708,0.00002514354,0.0001055069,0.004741049],"genre_scores_gemma":[0.994753,0.00001105777,0.004599417,0.00002283416,0.0002145998,0.0002058765,0.00006495509,0.00004968212,0.00007860267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5166532,"threshold_uncertainty_score":0.9999725,"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."}}