{"id":"W2461594828","doi":"10.1016/j.ijnurstu.2016.07.008","title":"Self-reported long-term conditions of nurses and midwives across a northern Australian health service: A survey","year":2016,"lang":"en","type":"article","venue":"International Journal of Nursing Studies","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queensland Health","keywords":"Workforce; Casual; Medicine; Quarter (Canadian coin); Nursing; Referral; Family medicine; Population; Health care; Environmental health; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338156,0.0002655906,0.0005359761,0.001092955,0.001727848,0.0009785341,0.0005998231,0.0008829777,0.001485201],"category_scores_gemma":[0.003031286,0.0006713246,0.0005461182,0.001525785,0.0007395733,0.001236972,0.002080743,0.001490446,0.0004941548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365674,"about_ca_system_score_gemma":0.002194138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1492485,"about_ca_topic_score_gemma":0.258088,"domain_scores_codex":[0.9986645,0.0002966158,0.0001924746,0.0001417021,0.0003040726,0.0004006714],"domain_scores_gemma":[0.9969769,0.0002168843,0.0008388098,0.00006937983,0.0005785942,0.001319446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002941078,0.0001419252,0.9850914,0.00004463675,0.0000294442,0.0001587937,0.01244882,0.00001283439,0.000212715,0.00001246407,0.000236137,0.001581333],"study_design_scores_gemma":[0.000001081715,0.00006823823,0.9879491,0.00001394722,0.000004168609,0.00005273303,0.0116454,0.00001673818,0.0000101665,0.000003689413,0.0002307642,0.000003944423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990845,0.0001079197,0.00002439288,0.0001158916,0.000006398479,0.0000204233,0.000193837,8.080089e-7,0.0004458846],"genre_scores_gemma":[0.9978613,0.0003532809,0.00009163047,0.000244193,0.00001132648,0.00007408434,0.0003304287,0.000002174768,0.001031577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1492485,"threshold_uncertainty_score":0.2967596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2084558600118714,"score_gpt":0.5757492996122838,"score_spread":0.3672934396004124,"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."}}