{"id":"W4401388821","doi":"10.1177/21676968241273319","title":"Resilience to Depression Among Emerging Adults in South Africa: Insights From Digital Diaries","year":2024,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Resilience and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"British Academy","keywords":"Psychological resilience; Coping (psychology); Socioeconomic status; Psychology; Mental health; Community resilience; Gerontology; Environmental health; Medicine; Clinical psychology; Social psychology; Resource (disambiguation); Psychiatry; Population","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":[0.0008358346,0.0001582768,0.0001780024,0.00115883,0.000844985,0.001045935,0.0002669572,0.0002107679,0.001153555],"category_scores_gemma":[0.003542924,0.0001563949,0.0001615589,0.001269457,0.0004464405,0.001044054,0.001365098,0.0004053187,0.0001361799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005692301,"about_ca_system_score_gemma":0.0005187906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00884325,"about_ca_topic_score_gemma":0.03011449,"domain_scores_codex":[0.9997193,0.0001171601,0.00003391006,0.00003184725,0.0000405719,0.00005715572],"domain_scores_gemma":[0.9987914,0.0004192363,0.000452941,0.00006950406,0.0001304984,0.0001364236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062781,0.00009352822,0.7610437,0.000332221,0.00004893521,0.0006810896,0.1901286,0.00007209113,0.001108313,0.0003439369,0.001134656,0.04490668],"study_design_scores_gemma":[0.000004539267,0.00007059218,0.7983094,0.0002207973,0.00001761786,0.0003311801,0.1965392,0.0001308479,0.0001587444,0.0001937907,0.004008499,0.00001477507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983209,0.0001905119,0.0001225428,0.0001718507,0.000005661565,0.00003973227,0.0003388827,0.000001534025,0.0008082851],"genre_scores_gemma":[0.9983594,0.000476448,0.0003331131,0.0000613503,0.000005586703,0.00006344922,0.0002667206,0.000001966301,0.0004320142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00884325,"threshold_uncertainty_score":0.01758355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196541715350016,"score_gpt":0.310297045920407,"score_spread":0.2983316287669068,"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."}}