{"id":"W2003143818","doi":"10.1016/s0840-4704(10)60304-3","title":"Fostering a Culture of Accountability through a Performance Appraisal System","year":2005,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York Central Hospital","funders":"","keywords":"Accountability; Performance appraisal; Government (linguistics); Business; Health care; Healthcare system; Public relations; Political science; Management; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001981893,0.0003539064,0.0006434135,0.0001599624,0.00103044,0.00001537883,0.0005041423,0.0002999953,0.0001333643],"category_scores_gemma":[0.0000395604,0.0003223929,0.000151225,0.0005022422,0.00008350236,0.0005182357,0.001404973,0.0007230826,0.0003906827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008724919,"about_ca_system_score_gemma":0.0001449876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002213223,"about_ca_topic_score_gemma":0.001816895,"domain_scores_codex":[0.9948277,0.00073819,0.001638079,0.0006731767,0.000729109,0.001393773],"domain_scores_gemma":[0.9976776,0.0001694949,0.0005920822,0.001059083,0.0002737609,0.0002280418],"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":[0.0005624702,0.0003965314,0.04886461,0.09970315,0.0002780537,0.00001626606,0.03901026,0.0001020972,0.0000191893,0.3497442,0.0314143,0.4298889],"study_design_scores_gemma":[0.001804194,0.0003705049,0.01480811,0.002783571,0.00006800836,0.000004154569,0.1673588,0.0008689501,0.00004333647,0.000448396,0.810948,0.0004939577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.328641,0.002563159,0.01130187,0.08052824,0.006751441,0.01544136,0.0002575627,0.002207787,0.5523076],"genre_scores_gemma":[0.985463,0.0005599866,0.00514649,0.005904653,0.0003909263,0.0007212087,0.00005047249,0.00004914472,0.001714103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7795337,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313292243934873,"score_gpt":0.475741510284213,"score_spread":0.3444122858907256,"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."}}