{"id":"W2342003536","doi":"10.3233/wor-162267","title":"An examination of retention factors among registered nurses in Northeastern Ontario, Canada: Nurses intent to stay in their current position","year":2016,"lang":"en","type":"article","venue":"Work","topic":"Nursing education and management","field":"Nursing","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Nipissing University; Laurentian University","funders":"","keywords":"Overtime; Logistic regression; Psychological intervention; Medicine; Job satisfaction; Cross-sectional study; Odds; Nursing; Odds ratio; Family medicine; Demography; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001605339,0.0001215231,0.000147557,0.0002644762,0.00002928096,0.00002045939,0.000118483,0.00003494516,0.00004696258],"category_scores_gemma":[0.00003321219,0.00009538619,0.00002641131,0.0002656577,0.00003041165,0.0001790836,0.0000109055,0.00007454145,0.000001810965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707064,"about_ca_system_score_gemma":0.00006582042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4508746,"about_ca_topic_score_gemma":0.9717742,"domain_scores_codex":[0.9989142,0.0001314985,0.0003123648,0.0002469991,0.000200541,0.0001943811],"domain_scores_gemma":[0.9994261,0.00003301965,0.0001427083,0.0002610763,0.00006467701,0.00007238876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001697052,0.0003986217,0.6550791,0.00003028034,0.000005818627,0.000001024458,0.01677407,0.00003510732,0.0007670363,0.00005173728,0.001734523,0.324953],"study_design_scores_gemma":[0.0003096139,0.0001107011,0.9897526,0.001233709,0.000009010038,1.876444e-7,0.002811335,0.000008099785,0.001355216,0.00004994549,0.004238522,0.0001210864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910126,0.0000259704,0.00007733301,0.0007184683,0.007435103,0.0004561053,0.000007530038,0.0000194772,0.000247374],"genre_scores_gemma":[0.9984404,0.000001566536,0.00002161895,0.00003696122,0.00003156926,0.00002528028,0.00004790149,0.00001322924,0.001381401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5208996,"threshold_uncertainty_score":0.5527821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135841436329637,"score_gpt":0.2796946450785048,"score_spread":0.2483362307152085,"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."}}