{"id":"W4220837299","doi":"10.3928/02793695-20220315-04","title":"Psychological Distress and Unmanaged Negative Emotions: Examining Resilience Among Nurses Working on COVID-19 Designated Inpatient Units","year":2022,"lang":"en","type":"article","venue":"Journal of Psychosocial Nursing and Mental Health Services","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychosocial; Psychological resilience; Psychology; Distress; Mindfulness; Mental health; Clinical psychology; Pandemic; Vulnerability (computing); Nursing; Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Psychotherapist","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":[0.004943668,0.0002387333,0.0003137379,0.0007732147,0.001835601,0.001299653,0.0005956889,0.0004570897,0.001091706],"category_scores_gemma":[0.009577082,0.0003027361,0.000451828,0.0004241388,0.001537661,0.001336483,0.002675777,0.001161407,0.0001183062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917165,"about_ca_system_score_gemma":0.00302255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006783674,"about_ca_topic_score_gemma":0.01659675,"domain_scores_codex":[0.9981616,0.001007339,0.0001361473,0.0001030973,0.0002176832,0.0003741595],"domain_scores_gemma":[0.9963592,0.001259061,0.001175809,0.0001174637,0.0003717876,0.0007167644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002292085,0.0008619611,0.73929,0.0004192163,0.00008353239,0.0004713168,0.2288456,0.00008888636,0.001130036,0.0003210453,0.0006319592,0.02762716],"study_design_scores_gemma":[0.00001721819,0.001059487,0.6270213,0.000341479,0.00002748799,0.0002628015,0.3693665,0.0001585436,0.0002758641,0.0001921212,0.001248738,0.00002850723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993477,0.0001073448,0.00004342821,0.0001751389,0.00000615222,0.00002104847,0.00001098839,4.721938e-7,0.0002875916],"genre_scores_gemma":[0.9990861,0.0002825717,0.0001957616,0.0001519223,0.000006447019,0.00009110116,0.00002199658,6.851937e-7,0.0001634193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006783674,"threshold_uncertainty_score":0.02614492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05529741550464011,"score_gpt":0.4253002951966592,"score_spread":0.3700028796920191,"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."}}