{"id":"W2096369585","doi":"10.1177/1527154412443990","title":"Joint Commission Accreditation and Quality Measures in U.S. Nursing Homes","year":2012,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Accreditation; Commission; Nursing; Medicine; Quality (philosophy); Quality management; Minimum Data Set; Nursing homes; Family medicine; Medical education; 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":[0.002731055,0.0002678658,0.0004457923,0.0005608789,0.0008866712,0.0000589555,0.0001217799,0.000319127,0.00003085063],"category_scores_gemma":[0.006793778,0.0002685756,0.00006603627,0.0005164457,0.0002362951,0.001139164,0.00004153729,0.000905107,0.00006563094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445801,"about_ca_system_score_gemma":0.0005905346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006318747,"about_ca_topic_score_gemma":0.00002828873,"domain_scores_codex":[0.9949554,0.002088585,0.0008300933,0.0003009063,0.0005008813,0.001324137],"domain_scores_gemma":[0.9958622,0.002429771,0.0005069819,0.0004025428,0.0002934208,0.0005050566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004387607,0.001729946,0.02375685,0.0004973206,0.0000521279,0.000004435818,0.2739315,0.000006842488,0.002388918,0.554818,0.03815851,0.1042168],"study_design_scores_gemma":[0.002352335,0.000155443,0.7423966,0.003100307,0.0002761577,0.00007522449,0.1036005,0.00005001665,0.0004357133,0.03993018,0.1068744,0.0007531657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5095037,0.01052089,0.002977281,0.1466872,0.008291858,0.001731017,0.00007340616,0.0005155397,0.3196992],"genre_scores_gemma":[0.9923543,0.0002739944,0.002532673,0.001031008,0.002953482,0.00002529342,0.00002842725,0.00005240738,0.0007484652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7186397,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653617111209946,"score_gpt":0.5306468812058011,"score_spread":0.3652851700848064,"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."}}