{"id":"W4386440139","doi":"10.1038/s41598-023-41594-4","title":"Association of workplace bullying and burnout with nurses’ suicidal ideation in Bangladesh","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"Suicidal ideation; Poisson regression; Burnout; Workplace bullying; Medicine; Clinical psychology; Association (psychology); Suicide prevention; Occupational safety and health; Psychiatry; Poison control; Psychology; Environmental health; Population; Social psychology; Pathology","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":[0.004548805,0.00007293405,0.000141458,0.0002955977,0.000419537,0.0002123644,0.00007337216,0.00008858368,0.00005045558],"category_scores_gemma":[0.000493178,0.00006655238,0.00002552538,0.001906234,0.0001950043,0.0003025113,0.00002653141,0.00009511519,0.00001197672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319172,"about_ca_system_score_gemma":0.0002007784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009412725,"about_ca_topic_score_gemma":0.003392878,"domain_scores_codex":[0.9981838,0.00009599735,0.000301152,0.000357072,0.000727241,0.0003346633],"domain_scores_gemma":[0.9991578,0.0001419128,0.0003212819,0.0001749662,0.0001413034,0.00006268434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007690654,0.00001596983,0.9863946,0.00001327396,0.000006133645,0.00006581828,0.007215497,0.0001817768,0.001612873,0.0002009841,0.002804154,0.001481178],"study_design_scores_gemma":[0.001468983,0.0001692074,0.7192572,0.002567014,0.0001445815,0.00005509854,0.1360332,0.001065158,0.0108172,0.02768641,0.09937982,0.001356081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992694,0.00005189421,0.00001559785,0.0007670411,0.001554438,0.0002519556,6.428737e-7,0.00007228929,0.004592209],"genre_scores_gemma":[0.9853303,0.00002141526,0.00008860083,0.00000864725,0.00005664151,0.00001388997,0.0000130805,0.000006595619,0.01446079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2671374,"threshold_uncertainty_score":0.3226782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201463671469177,"score_gpt":0.2826266534723742,"score_spread":0.2706120167576824,"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."}}