{"id":"W4362658053","doi":"10.1080/13607863.2023.2196248","title":"‘I have never bounced back’: resilience and living with dementia","year":2023,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"Economic and Social Research Council; Bangor University; University College London; Department of Health and Social Care; UK Research and Innovation; National Institute for Health and Care Research; Nipissing University","keywords":"Thriving; Dementia; Psychology; Conceptual model; Resilience (materials science); Psychological resilience; Peer support; Flourishing; Gerontology; Medicine; Social psychology; Psychotherapist; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000629479,0.0001821754,0.0002215903,0.0001333599,0.0005255701,0.00004261055,0.0001553886,0.00004412491,0.0003494927],"category_scores_gemma":[0.000005110499,0.0001581498,0.00002561329,0.0003427848,0.0001516647,0.0002723102,0.0001053876,0.0001820355,0.0006088885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579264,"about_ca_system_score_gemma":0.000134795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002808907,"about_ca_topic_score_gemma":0.0007070954,"domain_scores_codex":[0.9978485,0.0001465569,0.0002960486,0.000540754,0.0003047702,0.0008633988],"domain_scores_gemma":[0.9991485,0.00008612406,0.0001259582,0.0003008457,0.00001505478,0.0003234421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001618474,0.0002925898,0.7076747,0.0004850722,0.0000986545,0.00006412296,0.04647071,0.0000131144,0.0004030463,0.001960574,0.08412614,0.1582495],"study_design_scores_gemma":[0.001407629,0.001194041,0.9394401,0.0009049954,0.00001533814,0.0001882025,0.02868329,0.0002696307,0.0001126,0.0001105789,0.02725428,0.0004193243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858735,0.001610595,0.00007667376,0.004174961,0.0005284134,0.0006029815,0.00001619005,0.000161164,0.006955489],"genre_scores_gemma":[0.9867153,0.0005257057,0.0004113605,0.0059977,0.00006877998,0.00003729799,0.00002836203,0.00003094473,0.006184609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2317654,"threshold_uncertainty_score":0.7826234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334510812670415,"score_gpt":0.379075055435606,"score_spread":0.3557299473089019,"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."}}