{"id":"W3210745508","doi":"10.1097/nna.0000000000001060","title":"Rethinking Resilience","year":2021,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Resilience and Mental Health","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Workforce; Resilience (materials science); Coronavirus disease 2019 (COVID-19); Pandemic; Nursing shortage; Work (physics); Psychology; Economic shortage; Public relations; Nursing; Psychological resilience; Political science; Business; Medicine; Social psychology; Nurse education; Government (linguistics); Engineering","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":[0.01396858,0.0009266104,0.0006332162,0.001850136,0.008832865,0.01160721,0.002194976,0.005318735,0.006346249],"category_scores_gemma":[0.02425364,0.0003907556,0.0009623817,0.000786397,0.05507508,0.02274673,0.01664854,0.01340798,0.001586945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007412032,"about_ca_system_score_gemma":0.0117605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006466029,"about_ca_topic_score_gemma":0.01028752,"domain_scores_codex":[0.988378,0.008038817,0.0002622861,0.000936033,0.001087319,0.001297583],"domain_scores_gemma":[0.9830045,0.0103097,0.0008359872,0.001419864,0.00174004,0.002689987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007022383,0.00007378792,0.003522149,0.0005261547,0.00006286845,0.000592584,0.1251832,0.0005777031,0.0006516131,0.700054,0.07046822,0.09821742],"study_design_scores_gemma":[0.00002046009,0.00007833981,0.002388072,0.001833939,0.00004143941,0.0006152989,0.08512523,0.0004727051,0.0006160276,0.5081041,0.4006252,0.00007927974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03595294,0.02740659,0.0186262,0.7880992,0.01297283,0.00005940147,0.0000770038,0.0002749257,0.116531],"genre_scores_gemma":[0.8216425,0.02657513,0.008644303,0.1173964,0.004577784,0.0002021742,0.00007205574,0.0003601066,0.02052969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01396858,"threshold_uncertainty_score":0.07387382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07714691063236065,"score_gpt":0.4496685648721232,"score_spread":0.3725216542397626,"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."}}