{"id":"W4381570513","doi":"10.5430/jnep.v13n9p23","title":"The effectiveness of intervention strategies to improve nurse retention","year":2023,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Healthcare Quality and Satisfaction","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Intervention (counseling); Promotion (chess); Retention rate; Medicine; Health care; Workforce; Job satisfaction; Population; Psychological resilience; Psychology; Business; Environmental health; Marketing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01065809,0.00005137158,0.0001219652,0.0001396421,0.0006302857,0.00002497285,0.00005281838,0.00007618139,0.000008028424],"category_scores_gemma":[0.004813592,0.0000378171,0.00004370481,0.000280622,0.00003521638,0.0006202802,0.000007715804,0.0003633597,0.00001340628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760161,"about_ca_system_score_gemma":0.0006221854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001609219,"about_ca_topic_score_gemma":0.0000166808,"domain_scores_codex":[0.9948408,0.004238779,0.0005294143,0.00007249733,0.0001926585,0.0001258704],"domain_scores_gemma":[0.9928136,0.005481272,0.0007254758,0.00009770506,0.0008006248,0.00008133264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004100018,0.000543015,0.001595918,0.001130295,0.00007571484,0.0000011592,0.04601555,0.00002086396,0.01201021,0.04260987,0.008775148,0.8831222],"study_design_scores_gemma":[0.0006939995,0.0008707751,0.4529089,0.004698428,0.00012278,0.00008598524,0.4818277,0.00004270217,0.000256841,0.0228447,0.03555197,0.00009520472],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448706,0.0004680828,0.003492702,0.03278251,0.009872131,0.000560579,0.000002952475,0.00002165931,0.007928779],"genre_scores_gemma":[0.9985487,0.0002686725,0.000373827,0.0001485559,0.0002663373,0.00001446618,0.00000314461,0.000006762755,0.000369571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.883027,"threshold_uncertainty_score":0.5762668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951746179376622,"score_gpt":0.6004540766079913,"score_spread":0.4052794586703292,"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."}}