{"id":"W3202174186","doi":"10.1002/nop2.1075","title":"Mattering perception, work engagement and its relation to burnout amongst nurses during coronavirus outbreak","year":2021,"lang":"en","type":"article","venue":"Nursing Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Work engagement; Quarter (Canadian coin); Perception; Feeling; Scale (ratio); Psychology; Outbreak; Nursing; Medicine; Clinical psychology; Work (physics); Social psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002386093,0.0001253244,0.0001644177,0.00006128424,0.0003538966,0.0001362601,0.0001452244,0.00006575723,0.001394281],"category_scores_gemma":[0.0000199202,0.0001406439,0.00002391159,0.0001774679,0.0000217,0.0001720381,0.0001311449,0.0001628975,0.0004353612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004851388,"about_ca_system_score_gemma":0.00005677432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003712308,"about_ca_topic_score_gemma":0.0000555455,"domain_scores_codex":[0.9987882,0.0001535245,0.0002219431,0.000411811,0.000127466,0.0002970018],"domain_scores_gemma":[0.9994613,0.0000449409,0.00005540087,0.0002418479,0.00003793824,0.0001585853],"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":[0.001291979,0.001028805,0.1870041,0.0002831923,0.0001012142,0.0001762854,0.1976604,0.0001074726,0.03854293,0.002668298,0.009304578,0.5618306],"study_design_scores_gemma":[0.0007288713,0.00006467972,0.9791512,0.0006414515,0.00002384941,0.00003718473,0.007381866,0.000007897092,0.0004504891,0.00006601663,0.01127179,0.0001747229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777912,0.0003532002,0.000113888,0.002771654,0.001459985,0.0006184952,0.00000778409,0.00005107068,0.0168327],"genre_scores_gemma":[0.985126,0.000019211,0.0004036526,0.001089187,0.0001352045,0.00005921381,0.00002184804,0.00002670193,0.01311903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.792147,"threshold_uncertainty_score":0.9995186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125747453827186,"score_gpt":0.443252445076782,"score_spread":0.3306776996940634,"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."}}