{"id":"W4417398339","doi":"10.1108/lhs-11-2024-0133","title":"The shaky terrain of patient quality and safety: the potential of leadership to improve patient and staff experiences","year":2025,"lang":"en","type":"article","venue":"Leadership in health services","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Realm; Patient safety; Quality (philosophy); Health care; Patient care; Quality management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0200355,0.0001648218,0.0002774151,0.0007203402,0.007190736,0.008586947,0.0009282319,0.001053308,0.002843126],"category_scores_gemma":[0.01990169,0.0001771362,0.000304102,0.0006938917,0.009973305,0.004334479,0.007168056,0.003264552,0.0003745375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004516509,"about_ca_system_score_gemma":0.01247184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003181027,"about_ca_topic_score_gemma":0.006856625,"domain_scores_codex":[0.979603,0.01682686,0.0003566778,0.0003826284,0.001670793,0.001160148],"domain_scores_gemma":[0.9804007,0.01197584,0.002155068,0.0007443902,0.001663795,0.003060219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006246464,0.000104235,0.01571232,0.0005346031,0.00002578082,0.0008669947,0.8859732,0.0001197792,0.0004688679,0.02124054,0.01235714,0.06253418],"study_design_scores_gemma":[0.00001634136,0.0002380998,0.008736364,0.0008796402,0.00002405238,0.0007340167,0.9167238,0.0003104553,0.0005775691,0.009121341,0.06259723,0.00004103793],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7901889,0.01018878,0.01152038,0.1367697,0.0009401652,0.0001224336,0.00007281837,0.0001194141,0.05007738],"genre_scores_gemma":[0.9929094,0.001161686,0.00131332,0.003179275,0.00007415775,0.00003173226,0.00001035272,0.00001895326,0.00130103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0200355,"threshold_uncertainty_score":0.1059591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288926056919142,"score_gpt":0.4133166405759404,"score_spread":0.2844240348840262,"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."}}