{"id":"W1977141666","doi":"10.1002/nop2.11","title":"A qualitative exploration of nurses leaving nursing practice in China","year":2014,"lang":"en","type":"article","venue":"Nursing Open","topic":"Nursing education and management","field":"Nursing","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Science Research Foundation of Zhejiang Province","keywords":"Nursing; Grounded theory; Workforce; Qualitative research; China; Nursing practice; Power (physics); Perception; Psychology; Medicine; Sociology; 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":[0.001577496,0.0001908888,0.0003392641,0.0003290265,0.0001758828,0.0002123528,0.000434943,0.0000790858,0.00003728987],"category_scores_gemma":[0.00129353,0.0002092373,0.00004992592,0.000573143,0.0001930882,0.002157412,0.00002781494,0.000216065,0.00002800658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004542462,"about_ca_system_score_gemma":0.00004972065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005161426,"about_ca_topic_score_gemma":0.00003218913,"domain_scores_codex":[0.9974365,0.0009743274,0.0005076599,0.0004053962,0.0003350973,0.0003410268],"domain_scores_gemma":[0.9985231,0.0004474989,0.0003976281,0.0004130179,0.0001389183,0.00007985136],"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":[0.0005630201,0.001539968,0.0000385236,0.00004171742,0.00001348253,7.458272e-7,0.4266664,0.0002635099,0.001454365,0.02917796,0.01773966,0.5225006],"study_design_scores_gemma":[0.006371533,0.00199059,0.01819877,0.01726389,0.000403882,0.00003172451,0.6165603,0.005102343,0.01828865,0.2040765,0.1101924,0.001519437],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1533959,0.0005029035,0.02766331,0.1268899,0.02946928,0.004005953,0.000006602548,0.0003071423,0.657759],"genre_scores_gemma":[0.9876977,0.000005381662,0.01038093,0.0004715528,0.0001432563,0.00004248889,0.00002420518,0.00004373315,0.001190818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8343017,"threshold_uncertainty_score":0.8532451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08383782826382281,"score_gpt":0.4808527848412666,"score_spread":0.3970149565774438,"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."}}