{"id":"W3023780670","doi":"10.12927/hcq..17159","title":"Walking the Tightrope: Creation of the Physician Scorecard at the Rouge Valley Health System","year":2005,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Balanced scorecard; Accountability; Health care; Quality (philosophy); Healthcare system; Business; Public relations; Strategic planning; Public administration; Political science; Medicine; Nursing; Process management; Marketing; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01318021,0.0003650812,0.000206018,0.001776175,0.002451622,0.003950483,0.001068269,0.0009441093,0.002328245],"category_scores_gemma":[0.01663114,0.0003723992,0.0001736663,0.001099475,0.002127736,0.001897826,0.00237136,0.002086277,0.0006280165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006361098,"about_ca_system_score_gemma":0.02385789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03549859,"about_ca_topic_score_gemma":0.08856717,"domain_scores_codex":[0.9900727,0.004612409,0.0002911531,0.000507109,0.002994207,0.00152242],"domain_scores_gemma":[0.9835516,0.001450922,0.0005814381,0.0004574432,0.005266939,0.00869171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003275552,0.0023241,0.08810361,0.0001049179,0.00003173141,0.001434698,0.01007844,0.003098679,0.003548507,0.0146945,0.1618462,0.7144071],"study_design_scores_gemma":[0.001136448,0.01311974,0.3467516,0.0008386413,0.00008383633,0.002047858,0.03837825,0.02781714,0.007058438,0.01101844,0.5512045,0.0005451203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8021063,0.001242467,0.03021505,0.1009092,0.001558463,0.00301061,0.0003791937,0.001223487,0.0593552],"genre_scores_gemma":[0.8824797,0.0007671076,0.0785955,0.008046121,0.0008411115,0.0004667858,0.0005894466,0.0002637685,0.02795045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03549859,"threshold_uncertainty_score":0.07058394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05930932408369508,"score_gpt":0.401368518648187,"score_spread":0.342059194564492,"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."}}