{"id":"W2139068268","doi":"10.1093/geront/gnp062","title":"Is There Evidence of Cream Skimming Among Nursing Homes Following the Publication of the Nursing Home Compare Report Card?","year":2009,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Minimum Data Set; Medicaid; Nursing homes; Cohort; Case mix index; Report card; Quarter (Canadian coin); Nursing; Emergency medicine; Family medicine; Gerontology; Psychology; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001910411,0.0002163267,0.0005290247,0.00006687665,0.001380669,0.00003207989,0.0009037122,0.0001585773,0.00004907493],"category_scores_gemma":[0.0007498686,0.0001087809,0.0003486625,0.0005483106,0.0007059838,0.0002348379,0.00005987443,0.0005503874,0.00000558419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002906078,"about_ca_system_score_gemma":0.0002725496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121017,"about_ca_topic_score_gemma":0.0002628108,"domain_scores_codex":[0.9968948,0.0008115444,0.0009209579,0.0003206466,0.000538004,0.0005140601],"domain_scores_gemma":[0.9959446,0.001046247,0.001182631,0.001430797,0.0003412469,0.00005450367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004911324,0.0006677134,0.5530974,0.0004041649,0.0002958908,0.0000208551,0.2362358,0.00005809817,0.004182096,0.003876208,0.1119988,0.08867177],"study_design_scores_gemma":[0.0003073159,0.000115786,0.9443497,0.003607203,0.0002724933,0.0000217905,0.04719217,0.0000646733,0.00113706,0.002472201,0.0002896847,0.0001699308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947509,0.009382712,0.0002917846,0.02978261,0.001658918,0.0009540208,0.000006845644,0.00007961661,0.01033453],"genre_scores_gemma":[0.9983339,0.00007334776,0.00009804949,0.0001982707,0.0002063511,0.00002540674,0.000007165075,0.0000171153,0.001040351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3912522,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0964293071600832,"score_gpt":0.4318548431190218,"score_spread":0.3354255359589386,"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."}}