{"id":"W3208938212","doi":"10.1016/j.jad.2021.10.030","title":"A multisystemic perspective on the temporal interplay between adolescent depression and resilience-supporting individual and social resources","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Resilience and Mental Health","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Psychological resilience; Social support; Depression (economics); Developmental psychology; Perspective (graphical); Clinical psychology; Social psychology","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":[0.0007152386,0.0001381574,0.0002606252,0.0001086075,0.00029801,0.00005205932,0.0001285918,0.00008429069,0.00002531925],"category_scores_gemma":[0.0001534254,0.00009046855,0.00007853895,0.0001348024,0.0001982754,0.0001166849,0.00007845395,0.0004761034,0.000002353436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037055,"about_ca_system_score_gemma":0.0000634671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001904776,"about_ca_topic_score_gemma":0.0001950527,"domain_scores_codex":[0.9983155,0.000579345,0.0003207758,0.000251738,0.0002856223,0.0002470057],"domain_scores_gemma":[0.9988753,0.0004170128,0.0004409385,0.00008903693,0.00009279096,0.00008496422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003168325,0.0001725863,0.8443463,0.00003903242,0.0001220228,0.00003427857,0.06413706,0.000001189357,0.0003396063,0.0002920867,0.0007313165,0.08946768],"study_design_scores_gemma":[0.0009585611,0.0005033021,0.8053755,0.0002364198,0.00004068035,0.0001038299,0.1918794,0.000004245164,0.00024431,0.0003457156,0.0002181351,0.00008989881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954,0.001093824,0.00008538121,0.001744426,0.0001784718,0.0002409669,0.00001032917,0.000005887904,0.001240683],"genre_scores_gemma":[0.999386,0.00004766109,0.00002280075,0.0003081345,0.0001644138,0.000006386588,0.000001208886,0.00001150454,0.00005193478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277424,"threshold_uncertainty_score":0.3689201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811418949040787,"score_gpt":0.3893257793336976,"score_spread":0.3712115898432897,"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."}}