{"id":"W2302180749","doi":"","title":"Facility Turnover and Vacancy Rates of Registered Nurses: Do They Predict How Nurses Are Recruited?","year":2009,"lang":"en","type":"article","venue":"Asia Pacific Journal of Health Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turnover; Health care; Business; Healthcare industry; Nursing; Economic shortage; Medicine; Management; Economics; Economic growth; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002122091,0.0002722648,0.0008471712,0.0002851239,0.0005776518,0.00002523333,0.000249918,0.0001042931,0.00005033753],"category_scores_gemma":[0.0001276241,0.0002010131,0.0001327952,0.0002150563,0.00009595597,0.0002486794,0.00007899733,0.0005338885,0.000006201821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181079,"about_ca_system_score_gemma":0.0001296696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004843072,"about_ca_topic_score_gemma":0.00004467373,"domain_scores_codex":[0.9963248,0.0007547222,0.001439705,0.0002975517,0.0005709883,0.0006121848],"domain_scores_gemma":[0.9965584,0.0001875959,0.002288179,0.0004208918,0.0003361611,0.0002088057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006479065,0.0004980589,0.5308083,0.00266628,0.000536321,0.00005719896,0.01985157,0.000004612939,0.0000128957,0.00381261,0.282551,0.1585532],"study_design_scores_gemma":[0.002091507,0.001013017,0.7565545,0.00238116,0.0001028345,0.000009588203,0.07714847,0.000001963131,0.000005726546,0.004636975,0.155859,0.0001952262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6435358,0.03305785,0.0004951973,0.2404439,0.006032849,0.006456572,0.0002744275,0.0001459371,0.06955753],"genre_scores_gemma":[0.9882924,0.006659123,0.000180962,0.0004608073,0.000153608,0.00002040321,0.000007313226,0.00001374124,0.004211634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3447566,"threshold_uncertainty_score":0.8197078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09290610725384293,"score_gpt":0.4107057481801264,"score_spread":0.3177996409262834,"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."}}