{"id":"W2025139489","doi":"10.1016/s0840-4704(10)60466-8","title":"Evaluating the Fraser Health Balanced Scorecard — A Formative Evaluation","year":2009,"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":"Fraser Health","funders":"","keywords":"Balanced scorecard; Formative assessment; Process management; Performance measurement; Performance management; Health care; Computer science; Business; Knowledge management; Operations management; Psychology; Engineering; Marketing; Political science","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","sts"],"consensus_categories":[],"category_scores_codex":[0.01470599,0.0004114641,0.0005982412,0.000287346,0.004008503,0.00004971198,0.0005975086,0.0001965499,0.0003822845],"category_scores_gemma":[0.0002410389,0.00031142,0.0001731296,0.000884108,0.00006474722,0.0003652177,0.0003083776,0.001113373,0.0006033278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643726,"about_ca_system_score_gemma":0.0007612507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388,"about_ca_topic_score_gemma":0.002181249,"domain_scores_codex":[0.9882162,0.005251296,0.001784281,0.0007580028,0.00191824,0.002072013],"domain_scores_gemma":[0.9964116,0.0003910814,0.0009605747,0.001263868,0.0005593059,0.0004136053],"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":[0.0001699231,0.00009582312,0.001556618,0.001256025,0.00007331878,0.000003293549,0.00667781,0.0001136724,0.000001232095,0.1045378,0.06820881,0.8173057],"study_design_scores_gemma":[0.009267276,0.005181092,0.1483022,0.00358776,0.0002303296,0.000002874082,0.1782492,0.02651309,0.000007220362,0.09416389,0.5331923,0.001302693],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03420599,0.00217491,0.008871732,0.8741812,0.003441857,0.02308921,0.00007114595,0.0008004567,0.05316356],"genre_scores_gemma":[0.8174242,0.0005700694,0.001817397,0.1762498,0.0003447134,0.001631794,0.0002014372,0.00003895775,0.001721572],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.816003,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2598629042960071,"score_gpt":0.56193367417107,"score_spread":0.3020707698750629,"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."}}