{"id":"W4220679572","doi":"10.1590/0034-7167-2022v75n6refl","title":"Strategies for talent engagement and retention of Brazilian Nursing professionals","year":2022,"lang":"en","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Windsor","funders":"","keywords":"Praise; Nursing; Pandemic; Health professionals; Health care; Human resources; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Business; Disease; Political science","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":[0.006521041,0.0004915398,0.0002710293,0.001577748,0.00756877,0.005534375,0.001393803,0.001371459,0.005976473],"category_scores_gemma":[0.01535682,0.000162899,0.0003299664,0.0009044791,0.003405808,0.002201362,0.009109241,0.001351834,0.0005737913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005196211,"about_ca_system_score_gemma":0.01637356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575367,"about_ca_topic_score_gemma":0.02089982,"domain_scores_codex":[0.994126,0.003123546,0.0001176451,0.0002646662,0.000662845,0.001705292],"domain_scores_gemma":[0.9946396,0.001039164,0.0007601908,0.0002066079,0.001042322,0.002312119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000135414,0.0006735954,0.06675374,0.0009924353,0.00006304251,0.00140643,0.4162741,0.0004919621,0.00392688,0.04759113,0.02869296,0.4329983],"study_design_scores_gemma":[0.00004433938,0.0004365069,0.06663994,0.002600331,0.00005587529,0.0006910348,0.5973817,0.001109851,0.001292464,0.02809632,0.3015546,0.00009701296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.705035,0.006236487,0.008699549,0.1016833,0.000691077,0.0004879012,0.0001030501,0.0001754229,0.1768881],"genre_scores_gemma":[0.9880317,0.001035501,0.001980731,0.001924426,0.00005659844,0.0001189899,0.00002850969,0.00001183516,0.006811621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575367,"threshold_uncertainty_score":0.03770137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05842205157066236,"score_gpt":0.3136835394605771,"score_spread":0.2552614878899148,"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."}}