{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004388797,0.0002103068,0.0004100431,0.0171997,0.001099989,0.001503189,0.0009348998,0.0007112591,0.003859992],"category_scores_gemma":[0.06879221,0.0002436281,0.0003028556,0.01951933,0.0004006023,0.001274427,0.001944527,0.0009018402,0.0006956742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001924216,"about_ca_system_score_gemma":0.002800641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03229488,"about_ca_topic_score_gemma":0.04468559,"domain_scores_codex":[0.994112,0.0007876287,0.001457839,0.0003632689,0.002891066,0.0003881218],"domain_scores_gemma":[0.8712553,0.03492747,0.0575382,0.002791772,0.03005865,0.003428686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025915,0.0000591643,0.9014653,0.0004080697,0.00009325667,0.0003320808,0.001704163,0.000167499,0.0001369432,0.000647408,0.05120898,0.04367456],"study_design_scores_gemma":[0.000008692736,0.00004764964,0.9775619,0.000166358,0.00004298715,0.0004105578,0.001594339,0.0002329555,0.000159031,0.0001641654,0.01959605,0.0000153501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9076315,0.005299739,0.0004799452,0.002505265,0.0002696717,0.0002008315,0.0691117,0.0001886384,0.01431276],"genre_scores_gemma":[0.9416256,0.004246383,0.0009911758,0.000665587,0.0002415875,0.0002435336,0.04212789,0.000042347,0.009816019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03229488,"threshold_uncertainty_score":0.06421381,"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."}}