{"id":"W2073970067","doi":"10.1080/08959420.2011.532011","title":"Nursing Home Deficiency Citations for Safety","year":2010,"lang":"en","type":"article","venue":"Journal of Aging & Social Policy","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"National Institute on Aging","keywords":"Staffing; Medicaid; Nursing homes; Nursing; Reimbursement; Medicine; Long-term care; Quality (philosophy); Family medicine; Health care","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007563422,0.00009681335,0.0002648171,0.0003274365,0.001493909,0.00002080427,0.0001679969,0.0001483246,0.00004599941],"category_scores_gemma":[0.0005182009,0.00008653736,0.000220606,0.0003879922,0.00008744724,0.0001515459,0.00001402732,0.0007268528,0.0000123949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000256982,"about_ca_system_score_gemma":0.001171579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001893782,"about_ca_topic_score_gemma":0.00003506478,"domain_scores_codex":[0.9986009,0.00009955052,0.0005770866,0.00008669363,0.0002142703,0.0004215222],"domain_scores_gemma":[0.9983863,0.0003549675,0.0005568729,0.0000848858,0.00049802,0.0001190044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003650357,0.0004828626,0.007694603,0.0003607068,0.0001111971,0.000008892566,0.2584013,0.00001457749,0.01107989,0.1473618,0.3639278,0.2101913],"study_design_scores_gemma":[0.005857819,0.0004555434,0.6304658,0.000702183,0.0004135219,0.00007188634,0.05271796,0.00002943919,0.0001248428,0.1708963,0.1376107,0.0006539513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694424,0.0002721742,0.004390962,0.1040142,0.008699769,0.0004304645,0.00004863854,0.00006445806,0.01263698],"genre_scores_gemma":[0.9843969,0.00002336276,0.002948518,0.0004332068,0.0115784,0.00000453297,0.000003630499,0.0000236981,0.0005877741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6227712,"threshold_uncertainty_score":0.999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061837348733143,"score_gpt":0.4570647809350346,"score_spread":0.4164464074477032,"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."}}