{"id":"W2225596070","doi":"10.1136/bmjqs-2015-005038","title":"Measuring and improving patient safety culture: still a long way to go","year":2015,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Safety culture; Patient safety; Health care; Publishing; Public relations; Medicine; Product (mathematics); Nursing; Management; Political science; Law","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":[0.02119849,0.002249865,0.002484155,0.004212196,0.002360651,0.01496081,0.00320961,0.007298735,0.03795125],"category_scores_gemma":[0.03502382,0.001112033,0.0009808554,0.006046427,0.006780077,0.03347564,0.008402463,0.01532184,0.02560109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004451521,"about_ca_system_score_gemma":0.01021169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138509,"about_ca_topic_score_gemma":0.01149255,"domain_scores_codex":[0.9878391,0.003408928,0.0009326222,0.001206869,0.005987736,0.0006247616],"domain_scores_gemma":[0.948433,0.02559718,0.001389162,0.00250026,0.01694488,0.005135619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002232906,0.00005550831,0.000232094,0.001799669,0.00001979636,0.00002977826,0.0006875548,0.0000649174,0.00009980267,0.007600535,0.5517345,0.4376535],"study_design_scores_gemma":[0.00001518221,0.00009757844,0.001104958,0.008457896,0.00001404093,0.0001160735,0.002333551,0.0001000251,0.0001048097,0.01926792,0.9683202,0.00006786161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0003394861,0.3669418,0.002689978,0.5938427,0.01894423,0.00008766579,0.0002061397,0.0004048004,0.0165431],"genre_scores_gemma":[0.00718332,0.7226244,0.01394082,0.1600381,0.01267408,0.0004004399,0.0005792393,0.000689574,0.08187001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03795125,"threshold_uncertainty_score":0.1269596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2605437130437923,"score_gpt":0.5097042280284985,"score_spread":0.2491605149847061,"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."}}