{"id":"W2161344798","doi":"10.12927/cjnl.2004.16359","title":"Recruitment and Retention of Nurses: Challenges Facing Hospital and Community Employers","year":2004,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing education and management","field":"Nursing","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Salary; Nursing; Job satisfaction; Group cohesiveness; Autonomy; Psychology; Nursing shortage; Health care; Medicine; Nurse education; Social psychology; 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":[0.009440476,0.0001881286,0.0002381606,0.000443338,0.005300406,0.003566418,0.00133061,0.00168186,0.001972732],"category_scores_gemma":[0.01611644,0.0002257189,0.0001494694,0.0006041592,0.001613683,0.001690686,0.003570241,0.00103564,0.000308807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150384,"about_ca_system_score_gemma":0.007198049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758616,"about_ca_topic_score_gemma":0.0548321,"domain_scores_codex":[0.9948772,0.00302483,0.0001510392,0.0001729365,0.0008763751,0.0008976456],"domain_scores_gemma":[0.9919515,0.00276955,0.001353427,0.0001874303,0.001030213,0.002708016],"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":[0.0003586464,0.001201721,0.3441474,0.0006142564,0.0000354032,0.001209382,0.142515,0.0002249782,0.001611077,0.0009708817,0.007775439,0.4993358],"study_design_scores_gemma":[0.00004855746,0.001071435,0.3088749,0.0007134197,0.00002289146,0.001026211,0.6669543,0.0006032498,0.0003508476,0.001469794,0.01879502,0.00006940056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845637,0.002070978,0.000368294,0.01008596,0.0000589131,0.00005087901,0.00001836631,0.00001421643,0.002768712],"genre_scores_gemma":[0.9945432,0.001443321,0.0006664945,0.001939128,0.00007536371,0.00008791539,0.0000399066,0.000005485637,0.001199155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01758616,"threshold_uncertainty_score":0.04992664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3500915575911587,"score_gpt":0.352147077114338,"score_spread":0.002055519523179339,"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."}}