{"id":"W4296164618","doi":"10.1097/ncq.0000000000000659","title":"Safety Competency","year":2022,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dillon Consulting","funders":"","keywords":"Certification; Patient safety; Competence (human resources); Nursing; Psychological intervention; Variance (accounting); Empowerment; Psychology; Safety behaviors; Exploratory factor analysis; Medical education; Applied psychology; Medicine; Health care; Medical emergency; Poison control; Human factors and ergonomics; Clinical psychology; Psychometrics; Social psychology; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019449,0.00006976924,0.0002547845,0.0001013166,0.001558079,8.015355e-7,0.0002187586,0.00004916492,0.0009250228],"category_scores_gemma":[0.0003927183,0.00006297321,0.0001261187,0.0001932308,0.00007447838,0.00008817081,0.00003813073,0.001056645,0.00001544497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114323,"about_ca_system_score_gemma":0.00110343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001722504,"about_ca_topic_score_gemma":0.000004313512,"domain_scores_codex":[0.9961655,0.001903757,0.0009778496,0.00008843896,0.0006443397,0.0002200938],"domain_scores_gemma":[0.9975834,0.0003770825,0.001350519,0.0001809061,0.000361358,0.0001467227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00291015,0.001437708,0.1304001,0.0005595758,0.0001621982,0.00004966371,0.6132713,0.002248109,0.0008085305,0.04753226,0.09307821,0.1075422],"study_design_scores_gemma":[0.001799874,0.0003359292,0.2109706,0.0004153199,0.00005358209,0.00003043007,0.3145455,0.000009254537,0.00001111658,0.00206478,0.4696273,0.0001364045],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8219679,0.002370446,0.01047376,0.04966209,0.03092933,0.0007040559,0.0001589104,0.00009038721,0.08364312],"genre_scores_gemma":[0.9970666,0.00001473306,0.0006763784,0.001426598,0.0004676995,0.000005114856,0.00001942937,0.000008882497,0.0003146116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3765491,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1654357808961564,"score_gpt":0.5309494591556154,"score_spread":0.365513678259459,"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."}}