{"id":"W3131778360","doi":"10.21608/ejhc.2021.150275","title":"Leadership Competencies, Workplace Civility Climate, and Mental Well-being in El- Azazi Hospital for Mental Health, Egypt","year":2021,"lang":"en","type":"article","venue":"Egyptian Journal of Health Care","topic":"Resilience and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civility; Incivility; Mental health; Quarter (Canadian coin); Organisation climate; Nursing; Psychology; Burnout; Medicine; Applied psychology; Social psychology; Political science; Clinical psychology; Psychiatry; Geography; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004622214,0.0001192792,0.0001166639,0.0003817997,0.0007079098,0.0005305768,0.0001813491,0.0001931351,0.002085946],"category_scores_gemma":[0.001186076,0.0001006565,0.0001198655,0.0003173242,0.0003355335,0.0002541183,0.0006119719,0.0004136574,0.0001122666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276895,"about_ca_system_score_gemma":0.001949694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018226,"about_ca_topic_score_gemma":0.05142328,"domain_scores_codex":[0.9997681,0.00006082583,0.00001590843,0.00001244261,0.00003790007,0.0001049243],"domain_scores_gemma":[0.9994169,0.00006839554,0.0002041894,0.000008187095,0.00007778345,0.0002244339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005649986,0.0002326903,0.9843825,0.00009464265,0.00002054145,0.0004222765,0.005815307,0.00004967447,0.0002423781,0.00007933698,0.0009530907,0.007651134],"study_design_scores_gemma":[0.000006410882,0.0001228067,0.9753607,0.0001036625,0.00001068328,0.0001852975,0.02340312,0.00009543577,0.00007232706,0.00003664658,0.0005966039,0.000006348617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991548,0.0001285068,0.000008810342,0.0003429927,0.000003910356,0.000005464485,0.00002249705,7.02203e-7,0.0003323126],"genre_scores_gemma":[0.9995748,0.0001375177,0.0000285823,0.00007971059,0.000002603574,0.000006207562,0.00002282153,2.637765e-7,0.0001474919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02018226,"threshold_uncertainty_score":0.04012954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809086747652093,"score_gpt":0.3688299254140444,"score_spread":0.3407390579375235,"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."}}