{"id":"W2807743866","doi":"10.1007/s10608-018-9930-9","title":"Understanding the Constellation of Adolescent Emotional Clarity and Cognitive Response Styles when Predicting Depression: A Latent Class Analysis","year":2018,"lang":"en","type":"article","venue":"Cognitive Therapy and Research","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"CLARITY; Psychology; Rumination; Cognition; Cognitive style; Depression (economics); Psychopathology; Clinical psychology; Latent class model; Cognitive vulnerability; Developmental psychology; Depressive symptoms; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002159056,0.0001249781,0.0001909773,0.0002600453,0.0008258568,0.00005595367,0.00007578095,0.0001165439,0.0004512547],"category_scores_gemma":[0.0001089545,0.00008332718,0.00007214114,0.0004612791,0.001362001,0.00005920715,0.00008353749,0.000368208,0.000006776655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003519228,"about_ca_system_score_gemma":0.00006898927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002779733,"about_ca_topic_score_gemma":0.00002029119,"domain_scores_codex":[0.9974524,0.001219563,0.0002409214,0.0003608221,0.0004485113,0.000277733],"domain_scores_gemma":[0.9978758,0.001373525,0.00009013034,0.00008086619,0.0004819763,0.0000976742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01353435,0.0005531708,0.9057419,0.00004315292,0.001889975,0.00000853924,0.01952154,7.189424e-7,0.0006590689,0.003963721,0.0005200391,0.0535638],"study_design_scores_gemma":[0.001661972,0.0002533032,0.9810205,0.0004845781,0.00008354492,0.000007663453,0.01261729,0.0001249815,0.0002342508,0.003214502,0.0001908993,0.0001065529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988522,0.001651182,0.002418181,0.001403982,0.0001150732,0.000489358,0.00006916938,0.00001492448,0.005316138],"genre_scores_gemma":[0.9986899,0.0005322621,0.00001165957,0.0002581107,0.0002198829,0.000007699177,0.00002572671,0.000008368141,0.0002464236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07527853,"threshold_uncertainty_score":0.6351906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2382016960140717,"score_gpt":0.4012439932454755,"score_spread":0.1630422972314038,"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."}}