{"id":"W2220770712","doi":"10.1080/16506073.2015.1100212","title":"Cognitive schemas as longitudinal predictors of self-reported adolescent depressive symptoms and resilience","year":2015,"lang":"en","type":"article","venue":"Cognitive Behaviour Therapy","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Schema (genetic algorithms); Psychology; Depressive symptoms; Clinical psychology; Longitudinal study; Cognition; Depression (economics); Psychological resilience; Cognitive vulnerability; Etiology; Developmental psychology; Psychiatry; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002438497,0.0002934113,0.0003329071,0.0001208861,0.0001274889,0.00002345194,0.0001169831,0.0001571504,0.0002681284],"category_scores_gemma":[0.0000796712,0.0002594943,0.0001032892,0.0002298973,0.0003154042,0.0001161105,0.00005888314,0.00025503,0.00006488213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004187881,"about_ca_system_score_gemma":0.0001726743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000646623,"about_ca_topic_score_gemma":0.000005023289,"domain_scores_codex":[0.9980256,0.0001483853,0.0004242004,0.0006007461,0.0004468423,0.0003542391],"domain_scores_gemma":[0.9984854,0.00009747098,0.0002888607,0.0001332926,0.0006804864,0.0003144552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00102369,0.001609912,0.9768205,0.00001282525,0.000540921,0.00009698085,0.003652143,1.000559e-7,0.0001290782,0.0003536798,0.0004764336,0.01528372],"study_design_scores_gemma":[0.004931145,0.0005055416,0.9886427,0.0005769086,0.0001790672,0.00009049105,0.0020608,7.503231e-7,0.002276517,0.0001936556,0.0002324994,0.0003099411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909515,0.002316259,0.0002219789,0.0001055428,0.0007578484,0.0006778855,0.00008016639,0.00009006737,0.004798706],"genre_scores_gemma":[0.998319,0.0003551153,0.00002537738,0.0003506533,0.0002164245,0.00005732712,0.00007066768,0.00002835746,0.0005770684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497378,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04746118364846254,"score_gpt":0.3319612750375023,"score_spread":0.2845000913890398,"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."}}