{"id":"W2076916584","doi":"10.1258/hsmr.2009.009019","title":"Allied health professionals' intention to work for the National Health Service: a study of stayers, leavers and returners","year":2010,"lang":"en","type":"article","venue":"Health Services Management Research","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Service (business); Health professionals; Nursing; Psychology; Gerontology; Medicine; Business; Health care; Marketing; Engineering; Economics; Economic growth","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00559473,0.0001795745,0.0002795692,0.0006989719,0.001307914,0.0002279416,0.0004567731,0.0000480056,0.000147728],"category_scores_gemma":[0.00003488731,0.0001408414,0.00003448686,0.002083699,0.00003841633,0.0004187971,0.0004985619,0.0004073482,0.00005558444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743481,"about_ca_system_score_gemma":0.0002193557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007033845,"about_ca_topic_score_gemma":0.0217152,"domain_scores_codex":[0.9966639,0.0001163654,0.0006355245,0.000491097,0.001475972,0.0006170959],"domain_scores_gemma":[0.997973,0.0001697261,0.0003812517,0.0002861654,0.001088603,0.0001012004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001810753,0.004491981,0.5755655,0.02913489,0.0004806656,0.000002718748,0.02384556,0.0004005117,0.00008998789,0.1097684,0.1822273,0.07218181],"study_design_scores_gemma":[0.001816319,0.0002151854,0.8604883,0.000342014,0.00001270144,4.786729e-7,0.06093075,0.0006481273,0.000001367054,0.0004848801,0.07488524,0.0001746548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7469958,0.0002722305,0.0003230542,0.2358888,0.001105515,0.01463766,0.00002956365,0.0001630633,0.0005842733],"genre_scores_gemma":[0.9609406,0.00007484746,0.0006625857,0.03709512,0.0002377152,0.0004172124,0.0001074912,0.00003876982,0.0004256894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2849228,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07720575198006328,"score_gpt":0.4236940529514653,"score_spread":0.346488300971402,"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."}}