{"id":"W2153551637","doi":"10.12927/hcq.2012.22848","title":"The Challenges of Making Care Safer: Leadership and System Transformation","year":2012,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"SAFER; Best practice; Nursing; Public relations; Business; Medicine; Political science; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04023183,0.000717206,0.0007671904,0.001838977,0.01616179,0.0280332,0.002638542,0.0113894,0.01657844],"category_scores_gemma":[0.06465242,0.0005239155,0.0007203916,0.001524704,0.02107649,0.01362968,0.01238824,0.01621483,0.002126679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01110392,"about_ca_system_score_gemma":0.07099667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009392133,"about_ca_topic_score_gemma":0.01202981,"domain_scores_codex":[0.9605331,0.02225087,0.001011659,0.001438468,0.007505821,0.00726008],"domain_scores_gemma":[0.9107609,0.03434935,0.006349458,0.00298765,0.01315673,0.03239587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001146053,0.001050854,0.01398807,0.0006540547,0.0001664537,0.0007446324,0.0382575,0.001940336,0.000699273,0.4436099,0.324275,0.1744992],"study_design_scores_gemma":[0.0002276295,0.0004821627,0.01137097,0.001582052,0.00004911157,0.0005911351,0.08887084,0.002992966,0.0004900143,0.5105764,0.3825638,0.000202941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01494495,0.003322687,0.004595915,0.9383674,0.002903664,0.00004564914,0.00003099729,0.00008764413,0.03570101],"genre_scores_gemma":[0.8619816,0.005846746,0.007613212,0.1081272,0.005899499,0.0002214139,0.0000527677,0.0001297792,0.0101278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04023183,"threshold_uncertainty_score":0.2127688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1668188103696042,"score_gpt":0.4111618152418647,"score_spread":0.2443430048722605,"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."}}