{"id":"W2167277801","doi":"10.1111/j.1945-1474.2008.tb01122.x","title":"Determinants of Adverse Events in Hospitals—The Potential Role of Patient Safety Culture","year":2008,"lang":"en","type":"article","venue":"Journal for Healthcare Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","funders":"Canada Research Chairs; Canadian Patient Safety Institute","keywords":"Adverse effect; Patient safety; Multilevel model; Medicine; Safety culture; Emergency medicine; Metropolitan area; Medical emergency; Health care; Internal medicine; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002039105,0.0001223443,0.0004461272,0.00008644574,0.0007444004,7.927994e-8,0.0002156015,0.0002234965,0.00003646397],"category_scores_gemma":[0.0007997544,0.00008285521,0.000202524,0.0001954827,0.00009139769,0.00012096,0.0000471808,0.0007036345,0.000005166959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171285,"about_ca_system_score_gemma":0.0007787644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007619607,"about_ca_topic_score_gemma":0.0005081308,"domain_scores_codex":[0.9956628,0.00126377,0.001988938,0.0001531581,0.0005340725,0.000397235],"domain_scores_gemma":[0.9965231,0.0002663997,0.002162651,0.0002657567,0.0005777348,0.000204387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001275751,0.0002507675,0.9561619,0.0006366665,0.00001918494,0.000003174504,0.03670142,0.00008945388,0.00009791568,0.0003918478,0.0002869442,0.004084999],"study_design_scores_gemma":[0.001628513,0.0004156335,0.9650935,0.0005255761,0.00001231908,0.00001650893,0.02375277,0.0000677003,0.0001140603,0.001970342,0.006305056,0.00009800685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944906,0.0003783765,0.0002274826,0.002310348,0.001247754,0.00109442,0.0001693747,0.000007639482,0.00007402991],"genre_scores_gemma":[0.9982963,0.000508031,0.0002934659,0.0005291721,0.0001231764,0.00004696659,0.00001993167,0.00001110228,0.000171887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01294865,"threshold_uncertainty_score":0.5725402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0612717073636812,"score_gpt":0.4573071842008986,"score_spread":0.3960354768372173,"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."}}