{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008137982,0.00006081104,0.0001032506,0.00003765494,0.0001762352,0.00003547978,0.0001538981,0.00005482204,0.000125901],"category_scores_gemma":[0.00009039524,0.00004248137,0.00005347864,0.0001742067,0.00008746267,0.0001634278,0.000005111091,0.000273991,0.00002114587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009968189,"about_ca_system_score_gemma":0.0003350709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003888573,"about_ca_topic_score_gemma":0.000009205734,"domain_scores_codex":[0.9988189,0.0002831248,0.0003662925,0.0000798895,0.0002962032,0.0001555617],"domain_scores_gemma":[0.9991116,0.0001583597,0.0003284521,0.0001818292,0.0001502263,0.00006956748],"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":[0.002429498,0.002270533,0.003800638,0.00005120763,0.0001048502,0.0009933013,0.1042638,0.0001241561,0.07187654,0.03922465,0.06265325,0.7122076],"study_design_scores_gemma":[0.003925023,0.009168243,0.4490032,0.003996737,0.0005844905,0.0773602,0.1284669,0.0003877615,0.1546609,0.143033,0.02854002,0.0008735246],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621828,0.001255808,0.001592019,0.009262756,0.002019858,0.00005905741,9.828443e-7,0.00000801175,0.02361873],"genre_scores_gemma":[0.99703,0.00007160362,0.0006519497,0.000450671,0.0003244003,4.880414e-7,0.000001318057,0.000005713658,0.001463878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.711334,"threshold_uncertainty_score":0.173234,"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."}}