{"id":"W2902574186","doi":"10.1136/bmjopen-2018-023779","title":"Impact of resilience on health in older adults: a cross-sectional analysis from the International Mobility in Aging Study (IMIAS)","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Resilience and Mental Health","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Universidade Federal do Rio Grande do Norte; Universidad de Caldas; Queen's University","keywords":"Medicine; Psychological resilience; Cross-sectional study; Gerontology; Depression (economics); Resilience (materials science); Life course approach; Quality of life (healthcare); Cohort; Environmental health; Psychology; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002230802,0.0002611091,0.0003645452,0.0009931391,0.000493797,0.0005474628,0.000402471,0.000510104,0.001121373],"category_scores_gemma":[0.004096745,0.0002884956,0.0008514703,0.001122969,0.0002554008,0.0006272763,0.001176742,0.0007619467,0.0002240224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671375,"about_ca_system_score_gemma":0.0003449346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007937889,"about_ca_topic_score_gemma":0.01390267,"domain_scores_codex":[0.9994822,0.0001883169,0.00008872485,0.00009391853,0.00007491266,0.0000719038],"domain_scores_gemma":[0.9983212,0.0002605674,0.0006754981,0.0002076006,0.0002118343,0.000323247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006070496,0.00003922918,0.99878,0.00001470505,0.0001189525,0.00002261859,0.0002119795,0.00002276877,0.00003974717,0.00001381439,0.0001107429,0.0005647865],"study_design_scores_gemma":[0.000003061158,0.00004253832,0.9994901,0.000007762163,0.0000399707,0.00003464583,0.0002401423,0.00003672145,0.000007722123,0.00001024969,0.000085338,0.000001809692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980709,0.000289057,0.00006625576,0.00008656351,0.000007599655,0.00001999289,0.001205143,0.000002108493,0.0002524123],"genre_scores_gemma":[0.9983895,0.0001476947,0.0001013022,0.00003955187,0.00001062276,0.00003074644,0.001201224,0.000001657096,0.00007772883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007937889,"threshold_uncertainty_score":0.01578337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08597729577567495,"score_gpt":0.5594294087945657,"score_spread":0.4734521130188908,"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."}}