{"id":"W2140916953","doi":"10.12927/hcq.2008.19616","title":"Evaluating the Balanced Scorecard at the University Health Network: An Impact Assessment","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Balanced scorecard; Health care; Front line; Business; Process management; Best practice; Health administration; Operations management; Management; Political science; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00155444,0.0002176875,0.0002294856,0.0000729348,0.003408504,0.0001621049,0.0004703672,0.00005015994,0.0002153686],"category_scores_gemma":[0.00002036089,0.0001374313,0.0001007131,0.00074498,0.0001010121,0.0006375115,0.0001198301,0.0002597841,0.0001981913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004692437,"about_ca_system_score_gemma":0.0003279755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005713189,"about_ca_topic_score_gemma":0.001928172,"domain_scores_codex":[0.9979054,0.0001877959,0.0003172587,0.0003853943,0.0006071976,0.0005969399],"domain_scores_gemma":[0.9986115,0.00009528011,0.0004100201,0.0005587146,0.0002840355,0.00004049353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002711211,0.0002177962,0.6191511,0.0004139185,0.0001747157,0.0000443602,0.003531758,0.01117555,0.00002392498,0.04035007,0.1968145,0.1278312],"study_design_scores_gemma":[0.0006001855,0.0004383492,0.9381114,0.00006662362,0.00003485292,0.000016502,0.002436584,0.02026163,1.858533e-7,0.0009364292,0.03680947,0.0002878126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425293,0.0003085777,0.001102153,0.0520913,0.0007391225,0.0009692883,0.000008251572,0.0002748938,0.001977136],"genre_scores_gemma":[0.9845244,0.00002920847,0.0002553972,0.01265892,0.001918231,0.00000768077,0.0001237449,0.00003361502,0.0004488157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3189603,"threshold_uncertainty_score":0.9978889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06590449896037362,"score_gpt":0.3440196230303211,"score_spread":0.2781151240699474,"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."}}