{"id":"W3141194226","doi":"10.1177/23333936211005475","title":"Developing the Resilience Framework for Nursing and Healthcare","year":2021,"lang":"en","type":"article","venue":"Global Qualitative Nursing Research","topic":"Resilience and Mental Health","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Nursing Research","keywords":"Coping (psychology); Distress; Health care; Psychology; Psychological resilience; Nursing theory; Stressor; Medicine; Nursing; Clinical psychology; MEDLINE; 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":[0.02132101,0.0009671974,0.0005795007,0.004512821,0.006389162,0.006293703,0.00249176,0.002043725,0.003037727],"category_scores_gemma":[0.01203656,0.000406575,0.001017324,0.003189231,0.02875244,0.0102172,0.01110461,0.00428258,0.0004497718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457867,"about_ca_system_score_gemma":0.02050787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268032,"about_ca_topic_score_gemma":0.01586652,"domain_scores_codex":[0.9852545,0.01202831,0.0003989751,0.0006059429,0.0008942932,0.000817904],"domain_scores_gemma":[0.9928525,0.004384409,0.0006247499,0.0004291051,0.0009915896,0.0007175503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007840056,0.00002257826,0.0009298266,0.0002715738,0.00001003145,0.0002670515,0.06938767,0.0009437939,0.000160859,0.9030279,0.003423574,0.02154724],"study_design_scores_gemma":[0.00001567375,0.00004579472,0.001599829,0.002219205,0.00001544397,0.0004553849,0.1445262,0.002251886,0.0002634709,0.7276043,0.1209418,0.00006099797],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07247759,0.01369587,0.5350165,0.1754857,0.001278659,0.002226318,0.0005056627,0.0003800347,0.1989337],"genre_scores_gemma":[0.7086773,0.005447174,0.269468,0.005053111,0.0001258067,0.00341609,0.0002378887,0.00007600821,0.00749857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02132101,"threshold_uncertainty_score":0.1127576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.320591873221212,"score_gpt":0.6702680406729831,"score_spread":0.349676167451771,"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."}}