{"id":"W3005880575","doi":"10.5430/jha.v9n1p26","title":"A critical appraisal of what organisational approaches are pivotal to improve patient safety","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Safety culture; Patient safety; Health care; Organizational culture; Critical appraisal; Work (physics); Nursing; Medicine; Knowledge management; Business; Public relations; Computer science; Political science; Engineering; Management; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006126998,0.0001551938,0.0004187243,0.0000583392,0.0002557132,0.00003064216,0.0001716777,0.0002029461,0.0001975788],"category_scores_gemma":[0.004319962,0.0001354671,0.00014476,0.0001974035,0.00007955381,0.0007693227,0.00006485185,0.0006844079,0.00003956544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001226567,"about_ca_system_score_gemma":0.0009702778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005745232,"about_ca_topic_score_gemma":0.00001102218,"domain_scores_codex":[0.9968022,0.000419409,0.001631456,0.0002009447,0.0006693148,0.0002766833],"domain_scores_gemma":[0.9964031,0.001184155,0.000941735,0.0001343952,0.000867688,0.0004689478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.02067954,0.00928344,0.2150958,0.01123885,0.0007167591,0.0004499873,0.4553482,0.00059588,0.005046959,0.2114359,0.02395843,0.04615024],"study_design_scores_gemma":[0.004683761,0.1035076,0.2326277,0.002860696,0.0002691095,0.00008365275,0.6302503,0.001228649,0.006830765,0.004657181,0.01166652,0.001334055],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8717781,0.000150528,0.003656689,0.1200366,0.003432654,0.0005267971,0.0001360022,0.00001806481,0.0002645536],"genre_scores_gemma":[0.9946222,0.00002535647,0.002709012,0.001469454,0.001111783,0.00001365206,0.00002278094,0.00001703428,0.000008776427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2067788,"threshold_uncertainty_score":0.5524186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09311451322029536,"score_gpt":0.4126203356941044,"score_spread":0.3195058224738091,"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."}}