{"id":"W2153456887","doi":"10.12927/hcq.2012.22764","title":"Annual Performance Appraisal: One Organization's Process and Retrospective Analysis of Outcomes","year":2012,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Audit; Performance appraisal; Agency (philosophy); Chart; Health care; Quality management; Process (computing); Compliance (psychology); Quality (philosophy); Medicine; Nursing; Operations management; Process management; Psychology; Business; Service (business); Management; Computer science; Engineering; Accounting; Marketing; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.000468222,0.000159863,0.0006189272,0.0003818016,0.0003989527,0.00000449921,0.00009839582,0.0001919892,0.0001393922],"category_scores_gemma":[0.0001163646,0.0001436624,0.00005887352,0.001741447,0.00006155804,0.0003284798,0.00001543777,0.0003102511,0.00002368629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141558,"about_ca_system_score_gemma":0.0002096934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006983586,"about_ca_topic_score_gemma":0.0003003847,"domain_scores_codex":[0.9981304,0.0002265133,0.0005452016,0.0002429955,0.000320952,0.0005339524],"domain_scores_gemma":[0.9980413,0.0002424096,0.0003514697,0.0002901283,0.0008473719,0.0002273554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002032762,0.00007570573,0.9154879,0.0004195399,0.0001748532,1.589897e-7,0.07869484,4.094332e-7,0.000007754916,0.0005130101,0.0003952479,0.004210207],"study_design_scores_gemma":[0.0003180962,0.0003295425,0.9643111,0.00005239202,0.0003135843,7.756103e-7,0.03426786,0.00001516067,0.00001063596,0.00003232939,0.0002153052,0.0001332524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954032,0.0003334897,0.0001513164,0.002510638,0.0007262471,0.0003819184,0.0001902624,0.0001093364,0.0001935375],"genre_scores_gemma":[0.9990836,0.00003876147,0.0001624687,0.0001814529,0.0002236596,0.00003024407,0.0000853999,0.00002817579,0.0001662802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04882312,"threshold_uncertainty_score":0.5858382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374297437486193,"score_gpt":0.3861335665386992,"score_spread":0.3623905921638372,"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."}}