{"id":"W2470677575","doi":"10.1111/capa.12151","title":"Pursuing performance and maintaining compliance: Balancing performance improvement and accountability in Ontario's public health system","year":2016,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Limiting; Performance improvement; Compliance (psychology); General partnership; Performance management; Business; Performance measurement; Process management; Risk analysis (engineering); Public relations; Operations management; Engineering; Political science; Psychology; Marketing; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02869634,0.0002207006,0.0005078602,0.001469679,0.01466919,0.005536517,0.001561943,0.0009970289,0.001474481],"category_scores_gemma":[0.04800771,0.0005345379,0.0003408283,0.003278245,0.007865715,0.002505758,0.004179232,0.001196802,0.00007299641],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2089025,"about_ca_system_score_gemma":0.3443348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9763748,"about_ca_topic_score_gemma":0.9915064,"domain_scores_codex":[0.9560997,0.02172356,0.0012645,0.001105395,0.01297852,0.006828294],"domain_scores_gemma":[0.9549215,0.01988093,0.00763693,0.001521767,0.01105807,0.004980899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009465658,0.001105783,0.5454284,0.0009740792,0.0002003132,0.0004708758,0.2657939,0.001887428,0.002792866,0.02703718,0.006916708,0.1464459],"study_design_scores_gemma":[0.0002019252,0.0008495401,0.7654059,0.0004670517,0.0001560758,0.00005810978,0.1977658,0.00272736,0.00138857,0.003265799,0.02757949,0.0001343899],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691618,0.0003710538,0.0006340501,0.009979123,0.00002496523,0.0003659081,0.00008161089,0.00001458587,0.01936694],"genre_scores_gemma":[0.9978135,0.0001375716,0.0007264156,0.0002645618,0.000006358945,0.00008303049,0.00001520615,0.000003079099,0.0009502899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7910975,"threshold_uncertainty_score":0.9175609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3961713089932539,"score_gpt":0.4896966540790236,"score_spread":0.0935253450857697,"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."}}