{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006280977,0.0001364369,0.0002787949,0.0002501901,0.0009824685,0.0000452118,0.00009998844,0.00009785662,0.0001424194],"category_scores_gemma":[0.00008246538,0.0001053804,0.00004058486,0.0001154905,0.0000860295,0.0003558839,0.00009603904,0.0005337171,0.00001594752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500939,"about_ca_system_score_gemma":0.00006841515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006260334,"about_ca_topic_score_gemma":0.00001377289,"domain_scores_codex":[0.9981248,0.0003060829,0.0006648952,0.0001606974,0.0002827049,0.0004608405],"domain_scores_gemma":[0.9986216,0.0002755854,0.0004885501,0.0001230537,0.0002620964,0.0002290672],"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":[0.0000528157,0.0002779708,0.07086596,0.001124982,0.0001857934,0.00004795287,0.007640643,0.00000811209,0.0003486789,0.004571886,0.02105465,0.8938206],"study_design_scores_gemma":[0.002682778,0.0003982557,0.7651502,0.07199174,0.0004091086,0.0001006457,0.1085956,0.0009120198,0.00003600881,0.02149082,0.02769492,0.0005378755],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424753,0.01414827,0.001890136,0.02639982,0.0043102,0.001203572,0.00001558573,0.00005971188,0.009497411],"genre_scores_gemma":[0.9881909,0.004214005,0.004982749,0.0007653105,0.0005335353,0.00002708947,0.000002309717,0.00002436829,0.001259665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8932827,"threshold_uncertainty_score":0.7556453,"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."}}