{"id":"W3092370969","doi":"10.1097/pts.0000000000000792","title":"Psychometric Evaluation of the Korean Version of Hospital Survey on Patient Safety Culture","year":2020,"lang":"en","type":"article","venue":"Journal of Patient Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Patient safety; Safety culture; Measure (data warehouse); Psychometric testing; MEDLINE; Health care; Psychometrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007681692,0.0005096855,0.0004387715,0.001304626,0.0004467877,0.0008577225,0.0005362976,0.0002714955,0.001837763],"category_scores_gemma":[0.02017904,0.0002412001,0.0009397446,0.001775924,0.0003500963,0.0008010738,0.001370302,0.0007033716,0.0002985135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000870876,"about_ca_system_score_gemma":0.001942006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003009282,"about_ca_topic_score_gemma":0.003922652,"domain_scores_codex":[0.9953884,0.001856081,0.001216839,0.0003139788,0.0009618837,0.0002628518],"domain_scores_gemma":[0.9866317,0.002852734,0.003236492,0.0009857761,0.00555912,0.0007341175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003822004,0.0003635143,0.9257362,0.0003082669,0.0003496665,0.00008815232,0.001799144,0.0008325556,0.0007989607,0.0003021301,0.002189066,0.06685007],"study_design_scores_gemma":[0.0000801865,0.0006830653,0.9887389,0.0002082643,0.0001243613,0.0002190452,0.003151311,0.001678971,0.0006652752,0.000210285,0.00419051,0.00004984452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923837,0.0003088927,0.001557429,0.000306858,0.00007145341,0.0004241298,0.002442212,0.00002715619,0.002478187],"genre_scores_gemma":[0.9897223,0.0003371674,0.004797607,0.0002017901,0.00002492665,0.0007870007,0.003518723,0.00001893524,0.0005915531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007681692,"threshold_uncertainty_score":0.04062521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08047947525149819,"score_gpt":0.3844273606147808,"score_spread":0.3039478853632826,"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."}}