{"id":"W2046325647","doi":"10.12927/hcq.2008.19643","title":"An Evaluation of Patient Safety Leadership Walkarounds","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Patient safety; Safety culture; Medicine; Nursing; Patient satisfaction; Work (physics); Medical education; Organizational culture; Health care; Public relations; Management; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0230805,0.0006726861,0.0005136381,0.001666592,0.001169569,0.001047808,0.0009619733,0.0007416724,0.00197916],"category_scores_gemma":[0.03957606,0.0004344054,0.0006974037,0.0008837474,0.0005161023,0.001213327,0.00101442,0.0007175304,0.0004265347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300857,"about_ca_system_score_gemma":0.004442214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862495,"about_ca_topic_score_gemma":0.002798074,"domain_scores_codex":[0.9725284,0.01813799,0.00193925,0.000858398,0.005096104,0.001439824],"domain_scores_gemma":[0.9610404,0.01687743,0.003374014,0.002094581,0.01259749,0.004016173],"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":[0.01504287,0.04122751,0.03951241,0.003427555,0.0002896254,0.0003700826,0.01185282,0.002120566,0.01039462,0.0006572125,0.003700475,0.8714041],"study_design_scores_gemma":[0.01147006,0.6584361,0.2183143,0.001316097,0.0008906477,0.0007766389,0.01519365,0.008253292,0.04080351,0.0005850593,0.04367916,0.0002813776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893709,0.0006267056,0.002914265,0.0004010065,0.0001109106,0.00334255,0.0001964063,0.0002578381,0.002779372],"genre_scores_gemma":[0.981911,0.0006441466,0.01306771,0.0002833152,0.00008375332,0.002037521,0.0003749211,0.00003977567,0.001557902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0230805,"threshold_uncertainty_score":0.1220628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2617926265784739,"score_gpt":0.4514285012237953,"score_spread":0.1896358746453214,"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."}}