{"id":"W2128646111","doi":"10.1093/intqhc/mzi072","title":"A performance assessment framework for hospitals: the WHO regional office for Europe PATH project","year":2005,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":304,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Universiteit van Amsterdam; University of Toronto; Institut National de la Santé et de la Recherche Médicale; World Health Organization","keywords":"Performance indicator; Quality management; Identification (biology); Performance management; Dashboard; Process management; Quality (philosophy); Performance improvement; Operations management; Computer science; Medicine; Business; Engineering; Management system; Marketing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005729635,0.0002388436,0.0005097034,0.0002084251,0.001649522,0.00006079589,0.0007865454,0.0002096789,0.00004171807],"category_scores_gemma":[0.0015222,0.0001761022,0.0002887824,0.0001703062,0.00005038116,0.0003294652,0.00009453588,0.001165356,0.000009318231],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003736131,"about_ca_system_score_gemma":0.008115681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003078771,"about_ca_topic_score_gemma":0.0006249388,"domain_scores_codex":[0.9953646,0.0006847296,0.001977859,0.0003549151,0.0007396927,0.0008781984],"domain_scores_gemma":[0.9904745,0.005321616,0.001258844,0.0002868716,0.0024739,0.0001842883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004321625,0.0003111772,0.0646387,0.006296863,0.0002416029,0.000003087465,0.03864031,0.0002982507,0.000004595985,0.1904429,0.5667593,0.1280415],"study_design_scores_gemma":[0.002606458,0.0005962361,0.05105002,0.0008708629,0.00001213221,0.00001028516,0.007155277,0.0006839902,0.000001593983,0.002382034,0.9344134,0.0002177518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1642979,0.004479213,0.06352749,0.7318144,0.01518122,0.01562643,0.002947789,0.0001494504,0.001976129],"genre_scores_gemma":[0.3647458,0.007222713,0.1636287,0.4273213,0.02223216,0.00918749,0.001223009,0.0002383344,0.004200502],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.367654,"threshold_uncertainty_score":0.9996502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451138370565908,"score_gpt":0.5679760144014688,"score_spread":0.422862177344878,"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."}}