{"id":"W2081162416","doi":"10.1111/jonm.12037","title":"Nurses and stress: recognizing causes and seeking solutions","year":2013,"lang":"en","type":"article","venue":"Journal of Nursing Management","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council","keywords":"Stress (linguistics); Psychology; Nursing management; Nursing; Medicine; Social psychology; Philosophy; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007146331,0.001070237,0.001221031,0.002185996,0.00512475,0.007953484,0.001729609,0.006587003,0.003667202],"category_scores_gemma":[0.01421866,0.0007244512,0.0006844358,0.001521254,0.005240907,0.01060121,0.007062361,0.006418933,0.000928933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003405999,"about_ca_system_score_gemma":0.01385221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005636727,"about_ca_topic_score_gemma":0.009829897,"domain_scores_codex":[0.9962866,0.00180433,0.0003658147,0.0003422957,0.00073051,0.0004703766],"domain_scores_gemma":[0.99093,0.004000498,0.001492851,0.0002308512,0.001910179,0.001435662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002314452,0.0005966334,0.06784186,0.01148044,0.0001869598,0.005982975,0.1515346,0.0005351945,0.002099565,0.03131926,0.09924571,0.6289455],"study_design_scores_gemma":[0.00006072704,0.0004057748,0.03717171,0.02243083,0.0001578436,0.006491023,0.6244369,0.0009562214,0.0007756156,0.1013864,0.2054991,0.0002277624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07540485,0.2264952,0.01398295,0.6426413,0.01081926,0.0003652654,0.0001877431,0.0002711426,0.02983234],"genre_scores_gemma":[0.5591338,0.3450943,0.03246412,0.04434691,0.007339465,0.0006897769,0.0003526938,0.00008201703,0.01049688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007953484,"threshold_uncertainty_score":0.03779387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091890080762298,"score_gpt":0.4366008041907821,"score_spread":0.3274117961145523,"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."}}