{"id":"W2896037289","doi":"10.12927/cjnl.2018.25606","title":"Attributes and Actions Required to Advance Quality and Safety in Hospitals: Insights from Nurse Executives","year":2018,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Hospital for Sick Children; South Bruce Grey Health Centre; Institute for Work & Health; Institute of Health Services and Policy Research; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Nursing; Quality (philosophy); Psychology; Patient safety; Business; Medicine; Health care; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007069202,0.0002783657,0.0002355554,0.0007881626,0.004939811,0.004571036,0.0006739907,0.00079602,0.0007632599],"category_scores_gemma":[0.01015017,0.0002788252,0.0001373236,0.0006768255,0.004752678,0.002300094,0.002585557,0.001258072,0.000103019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007867389,"about_ca_system_score_gemma":0.01280331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04535158,"about_ca_topic_score_gemma":0.119718,"domain_scores_codex":[0.9959169,0.002581715,0.000146363,0.000118539,0.0005733931,0.0006630513],"domain_scores_gemma":[0.9907726,0.005229326,0.00132084,0.0001815132,0.001094144,0.001401643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002841474,0.00007407859,0.0314265,0.00008886177,0.000004569675,0.0009841355,0.9561212,0.00008424616,0.0005300833,0.002032689,0.0008871828,0.007737992],"study_design_scores_gemma":[0.000002497602,0.00003770974,0.01006056,0.0000828597,0.000003025675,0.0001434836,0.9832762,0.00007451938,0.0001356001,0.0003878526,0.005789283,0.000006463452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908867,0.0003028515,0.0004891172,0.002763068,0.00001368324,0.00002346287,0.00001621965,0.000003677617,0.005501228],"genre_scores_gemma":[0.9975362,0.0004962084,0.0003880993,0.0004399147,0.000008529591,0.00001387402,0.00001390661,0.000002927551,0.001100298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04535158,"threshold_uncertainty_score":0.09017515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3723498823318766,"score_gpt":0.516175133670188,"score_spread":0.1438252513383114,"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."}}