{"id":"W2975111437","doi":"10.1177/0844562119876777","title":"Vulnerability and Stressors for Burnout Within a Population of Hospital Nurses: A Qualitative Descriptive Study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Stressor; Thematic analysis; Vulnerability (computing); Psychology; Nonprobability sampling; Feeling; Psychological intervention; Population; Nursing; Situational ethics; Descriptive statistics; Clinical psychology; Qualitative research; Medicine; Social psychology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00861934,0.0001459811,0.0005417838,0.0006804668,0.0009265014,0.00002692665,0.0002529965,0.0002046401,0.00009180183],"category_scores_gemma":[0.003422781,0.0001172766,0.00008089549,0.0003917429,0.0002946176,0.0002676822,0.00002111604,0.00148264,0.000004392622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494221,"about_ca_system_score_gemma":0.004390983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0279932,"about_ca_topic_score_gemma":0.0151676,"domain_scores_codex":[0.9936065,0.003627113,0.001062974,0.0002751164,0.0006751887,0.0007530922],"domain_scores_gemma":[0.9930348,0.002290032,0.0005885775,0.0002476915,0.003032127,0.000806738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003863509,0.0002670474,0.4134042,0.0003151135,0.00004350416,0.000009525479,0.5733618,0.000007852189,0.00005405621,0.001316584,0.0008170234,0.01001698],"study_design_scores_gemma":[0.001595902,0.003222761,0.2121362,0.008922447,0.00002257863,0.000002426901,0.7612898,0.0001020195,0.00001416032,0.01251683,0.0000538742,0.0001209669],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914633,0.000905845,0.00002707822,0.002584082,0.001985769,0.002586736,0.0001209796,0.000004161576,0.0003220736],"genre_scores_gemma":[0.9987306,0.000009454425,0.0004889973,0.00002101566,0.0002242817,0.00004605047,0.000008110784,0.00002618759,0.0004453074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.201268,"threshold_uncertainty_score":0.9784795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2244262427347266,"score_gpt":0.5717360469359883,"score_spread":0.3473098042012618,"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."}}