{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001076155,0.0001933143,0.0002640531,0.0002932304,0.0005886264,0.0003082951,0.0002588583,0.00003191024,0.000614776],"category_scores_gemma":[0.00003904767,0.0001989843,0.0001354324,0.0002518847,0.00007528931,0.0005496293,0.0003403159,0.0001754725,0.00001011868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008840144,"about_ca_system_score_gemma":0.00004092625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001797048,"about_ca_topic_score_gemma":0.000002295459,"domain_scores_codex":[0.9984986,0.00006900176,0.0004031831,0.0003429053,0.00036318,0.0003231214],"domain_scores_gemma":[0.9992502,0.00005793622,0.0003360194,0.0002621034,0.00007420576,0.00001950796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002181203,0.0008720785,0.03067916,0.004903099,0.0001618291,0.00002993193,0.001171633,0.0005938591,0.003854348,0.8938196,0.04394896,0.01974734],"study_design_scores_gemma":[0.00396712,0.0002807994,0.2945911,0.001375513,0.0007839968,0.00001657988,0.03779398,0.0149832,0.0001671575,0.01274516,0.6318648,0.001430538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815933,0.000471216,0.00287585,0.0003096191,0.0001813647,0.001285344,0.00002094746,0.0001049873,0.01315741],"genre_scores_gemma":[0.9974785,0.000007716704,0.000279601,0.0006085377,0.0002920161,0.0002392982,0.0001141401,0.00003617864,0.0009440162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8810745,"threshold_uncertainty_score":0.8114344,"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."}}