{"id":"W2312912537","doi":"10.1097/00019514-200507000-00009","title":"Quality Improvement","year":2005,"lang":"en","type":"article","venue":"Quality Management in Health Care","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Excellence; Empowerment; Accountability; Quality management; Quality (philosophy); Plan (archaeology); Process management; Business; Strategic planning; Knowledge management; Medical education; Medicine; Political science; Computer science; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003800541,0.000231625,0.0005326669,0.0002517614,0.0005779375,0.00001443424,0.0002836757,0.0001466368,0.0005406031],"category_scores_gemma":[0.00006967496,0.0002324735,0.0001148771,0.0004419271,0.0000342591,0.000130237,0.0002118434,0.0005314104,0.0004491129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002100196,"about_ca_system_score_gemma":0.0002210733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007489326,"about_ca_topic_score_gemma":0.00608281,"domain_scores_codex":[0.9945264,0.00139442,0.001904287,0.0005582811,0.0005812133,0.001035379],"domain_scores_gemma":[0.9980773,0.000285458,0.000512086,0.0007656907,0.0001354025,0.0002240276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002347422,0.0002764974,0.02126497,0.009793903,0.00005085351,0.000005968239,0.04822335,0.00005569013,0.000008465699,0.04493574,0.06049853,0.8146513],"study_design_scores_gemma":[0.002444743,0.0001564109,0.1995789,0.0002584688,0.00001013879,1.312016e-7,0.1445829,0.00000964289,0.000006630951,0.0006750753,0.6519125,0.0003643742],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6897853,0.006411061,0.001142794,0.08403376,0.005528867,0.009227433,0.0001822123,0.0008704021,0.2028182],"genre_scores_gemma":[0.9767717,0.0006096649,0.002946014,0.0121228,0.0006635283,0.0004890909,0.000170754,0.0000377048,0.006188732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8142869,"threshold_uncertainty_score":0.9991199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09141514240731993,"score_gpt":0.5019719537775773,"score_spread":0.4105568113702573,"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."}}