{"id":"W2609770278","doi":"10.1016/j.healthpol.2017.04.007","title":"Job Stickiness of young nurses in Ontario: Does the employer organization participation in the Nursing Graduate Guarantee initiative make a difference?","year":2017,"lang":"en","type":"article","venue":"Health Policy","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Nursing; Demographic economics; Business; Political science; Medicine; Economics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001467997,0.0002216464,0.0004720875,0.0002101914,0.001803237,0.00003929515,0.000584119,0.0001599636,0.00005089393],"category_scores_gemma":[0.001907074,0.0001237035,0.00003251819,0.0005794209,0.0002743703,0.0001680785,0.00007966492,0.0009039981,0.00002491742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231626,"about_ca_system_score_gemma":0.002541654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6314543,"about_ca_topic_score_gemma":0.8353669,"domain_scores_codex":[0.9953356,0.001806005,0.001147433,0.0002851521,0.0004415126,0.0009842421],"domain_scores_gemma":[0.9969872,0.0007732201,0.001035666,0.0007935527,0.0003166002,0.00009375993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005644701,0.0001250515,0.7311027,0.0001696234,0.000003913191,0.000002296556,0.25275,0.00001542181,0.000003395899,0.01185948,0.0003701905,0.003541451],"study_design_scores_gemma":[0.0008074631,0.00008657965,0.9685735,0.002090818,0.00000992312,0.000001844878,0.01901778,0.0001014939,0.000006903701,0.008770694,0.0004230676,0.0001099238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945182,0.00005859164,0.00004055531,0.04925795,0.001024315,0.002094328,0.00002217938,0.00003103628,0.002289084],"genre_scores_gemma":[0.9944779,0.0001693471,0.00004052836,0.004279743,0.0002577679,0.0002274708,0.00002713628,0.0000295142,0.0004906432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374708,"threshold_uncertainty_score":0.9994963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1510237714950918,"score_gpt":0.5070960076462154,"score_spread":0.3560722361511236,"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."}}