{"id":"W2326681998","doi":"10.1097/pts.0000000000000092","title":"The Role of Safety Culture in Influencing Provider Perceptions of Patient Safety","year":2014,"lang":"en","type":"article","venue":"Journal of Patient Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; St. Francis Xavier University","funders":"Canadian Institutes of Health Research","keywords":"Safety culture; Patient safety; Structural equation modeling; Bootstrapping (finance); Latent variable; Variance (accounting); Perception; Health care; Psychology; Reliability (semiconductor); Organizational culture; Applied psychology; Medicine; Nursing; Statistics; Business; Mathematics; Public relations","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002052672,0.0002373563,0.0006590068,0.0002408197,0.0006509477,0.000001647595,0.0004000968,0.0002707262,0.0001946917],"category_scores_gemma":[0.001776866,0.0001526688,0.0002812118,0.0004786355,0.0002140831,0.0002986424,0.0001515677,0.001166502,0.00002238065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004638425,"about_ca_system_score_gemma":0.0006033105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013174,"about_ca_topic_score_gemma":0.0002190519,"domain_scores_codex":[0.993553,0.001300637,0.003489047,0.0002076537,0.0009573094,0.0004923083],"domain_scores_gemma":[0.9933757,0.0009975852,0.003931999,0.0004752828,0.000976007,0.0002434629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005886611,0.00135867,0.6620016,0.0006647628,0.0002834667,0.000004572339,0.193884,0.02034083,0.005581256,0.01178821,0.002581901,0.09562407],"study_design_scores_gemma":[0.003772199,0.001717885,0.4129824,0.002523637,0.0001174647,0.00001239622,0.07572155,0.000659226,0.0005940718,0.0019781,0.4995783,0.0003428527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795244,0.0007821172,0.00266574,0.002763704,0.001641185,0.001476157,0.00009860672,0.00002320028,0.01102494],"genre_scores_gemma":[0.9976919,0.0007047527,0.0008322198,0.0004398756,0.000140885,0.0000201467,0.00001942947,0.00002307833,0.0001277361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4969963,"threshold_uncertainty_score":0.6225651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277295693397556,"score_gpt":0.3286303847619486,"score_spread":0.315857427827973,"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."}}