{"id":"W7161986794","doi":"10.82308/5231","title":"A closer look at cognitive and interpersonal variables in major depressive disorder","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Coping (psychology); Interpersonal communication; Psychosocial; Cognitive restructuring","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000917192,0.0001870417,0.0005054725,0.00119611,0.0007977977,0.001311933,0.0002789978,0.0005166028,0.003226019],"category_scores_gemma":[0.001775507,0.0001273032,0.0005666207,0.001267794,0.0004827605,0.00132154,0.0007997436,0.001362304,0.0001640836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006862123,"about_ca_system_score_gemma":0.0007561456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000581,"about_ca_topic_score_gemma":0.02237497,"domain_scores_codex":[0.999648,0.0001514263,0.00003368007,0.0000413354,0.00007754794,0.00004797323],"domain_scores_gemma":[0.9990966,0.0004412887,0.000198001,0.00002895632,0.00009784108,0.0001374325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002420736,0.0002850255,0.8311259,0.00129598,0.0003796184,0.001495141,0.02454648,0.0001434154,0.001773551,0.003650143,0.005396934,0.1296658],"study_design_scores_gemma":[0.00000472226,0.0001168818,0.9828385,0.000452848,0.00007110188,0.0009143386,0.009584265,0.00005396172,0.00007431145,0.0008759967,0.005002507,0.00001053131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8768324,0.09379338,0.0005151075,0.01398963,0.0004176937,0.00004510439,0.0004772579,0.000009661813,0.01391978],"genre_scores_gemma":[0.9605846,0.03315596,0.0006690948,0.002369421,0.0003003941,0.00004012339,0.0002132904,0.000007489109,0.002659597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01000581,"threshold_uncertainty_score":0.01989514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506611335319517,"score_gpt":0.3579670376784303,"score_spread":0.3429009243252351,"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."}}