{"id":"W4323043753","doi":"10.1177/07435584231154840","title":"Self-Management Strategies in Youth With Difficulties Related to Anxiety or Depression: What Helps Them Feel Better","year":2023,"lang":"en","type":"article","venue":"Journal of Adolescent Research","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; Ministère de la Santé et des Services Sociaux (Québec); Université du Québec à Montréal","funders":"","keywords":"Psychology; Anxiety; Thematic analysis; Self-management; Mental health; Exploratory research; Depression (economics); Clinical psychology; Developmental psychology; Social psychology; Qualitative research; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001379699,0.0002016856,0.0003003365,0.0005831848,0.0001973189,0.0002830603,0.0004334679,0.0001146636,0.0002627191],"category_scores_gemma":[0.00001328572,0.0001214563,0.0001030196,0.001454545,0.0000719138,0.0003612218,0.0001686756,0.0008808711,0.0003619476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731407,"about_ca_system_score_gemma":0.0001351474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009814235,"about_ca_topic_score_gemma":0.00002304138,"domain_scores_codex":[0.9969045,0.0002908433,0.0005711455,0.0003368768,0.001222262,0.0006743562],"domain_scores_gemma":[0.9990662,0.00006509526,0.0001273071,0.0002192894,0.0002787148,0.0002433439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01474724,0.008747392,0.4425866,0.001511901,0.001585022,0.004663934,0.1414381,0.000744488,0.0004392125,0.005329902,0.2094153,0.1687909],"study_design_scores_gemma":[0.002642649,0.0002602672,0.8851149,0.003561679,0.00001893342,0.00008354156,0.09528962,0.000004799717,0.00005602306,0.0004832812,0.01224563,0.0002386644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875147,0.0003260313,0.00002215776,0.006777192,0.000830883,0.0005241572,0.000004984574,0.00005354743,0.003946353],"genre_scores_gemma":[0.9927567,0.002776995,0.0003039655,0.0003694209,0.000288276,0.00001145751,0.00001067541,0.00002842698,0.003454077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4425283,"threshold_uncertainty_score":0.4952842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06340564466889649,"score_gpt":0.3558539517037462,"score_spread":0.2924483070348497,"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."}}