{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005625005,0.0001939215,0.0002897455,0.0003919357,0.001491209,0.0001183123,0.0001918063,0.000128211,0.0001951121],"category_scores_gemma":[0.0004298783,0.0001689964,0.00001293541,0.0003667757,0.0001455059,0.001484679,0.00006603049,0.0003990647,0.00002452407],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007877253,"about_ca_system_score_gemma":0.01809004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1435881,"about_ca_topic_score_gemma":0.9683668,"domain_scores_codex":[0.9962572,0.0003609593,0.001033376,0.0005299926,0.0003329639,0.001485484],"domain_scores_gemma":[0.9973004,0.0003673341,0.0004103036,0.0003194678,0.0002164947,0.001385938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009883222,0.000005654554,0.9477993,0.0004156579,0.000003170034,0.000001340237,0.003477051,7.541905e-8,0.00003657844,0.004915413,0.0002390526,0.04309683],"study_design_scores_gemma":[0.001043071,0.0002807316,0.929029,0.0005227161,0.000001678962,0.0000173608,0.008248886,0.0009162415,0.000006868035,0.00001673953,0.0596961,0.0002206196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224817,0.00001145565,0.0003309897,0.07429034,0.0002924236,0.001117965,0.00004788829,0.00005130369,0.001375976],"genre_scores_gemma":[0.9934275,0.00002293675,0.0002936793,0.005572606,0.00008314333,0.000295216,0.00001832724,0.00001599585,0.0002706679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8247787,"threshold_uncertainty_score":0.9998087,"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."}}