{"id":"W1978429556","doi":"10.1111/1475-6773.12021","title":"Association between Traditional Nursing Home Quality Measures and Two Sources of Nursing Home Complaints","year":2012,"lang":"en","type":"article","venue":"Health Services Research","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Complaint; Staffing; Quarter (Canadian coin); Medicine; Nursing; Nursing homes; Quality (philosophy); Agency (philosophy); Family medicine; Benchmarking; Business; Management","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":[0.01104127,0.0001858867,0.0006557574,0.0004889735,0.002050212,0.00003384934,0.0002494225,0.000267481,0.0001405885],"category_scores_gemma":[0.00009407492,0.0001802896,0.00007340057,0.0007367974,0.0001925096,0.0003532232,0.00005911883,0.001128644,0.00006189911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001649519,"about_ca_system_score_gemma":0.0005642159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006179286,"about_ca_topic_score_gemma":0.0003788434,"domain_scores_codex":[0.991165,0.00413517,0.0009666889,0.0003423173,0.001777138,0.001613682],"domain_scores_gemma":[0.9943432,0.003262189,0.0007447431,0.0003018093,0.0007316482,0.0006164736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001541051,0.0003290554,0.8620618,0.001960913,0.00006605964,3.339922e-7,0.09891735,0.000001093395,0.00008196735,0.001494028,0.002924425,0.03200888],"study_design_scores_gemma":[0.001029689,0.0001422056,0.9538168,0.002071061,0.00002689531,0.000002152207,0.03731824,0.00002341028,0.00003324351,0.004359432,0.001020682,0.0001561704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848543,0.00480366,0.00006454223,0.006073069,0.0008492265,0.0008078554,0.000196381,0.00007449188,0.002276515],"genre_scores_gemma":[0.9971547,0.0002943451,0.0003237109,0.000172167,0.00165479,0.0000370206,0.0001590272,0.00003336031,0.0001709077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09175503,"threshold_uncertainty_score":0.999249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3498725229097198,"score_gpt":0.5612488055578712,"score_spread":0.2113762826481514,"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."}}